Liangpei Zhang

833 papers A* 14B 9C 134Misc 8Journal 601Unranked 67

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. Ziyang Gong, Zhixiang Wei, Di Wang, Xiaoxing Hu, Xianzheng Ma, Hongruixuan Chen, Yuru Jia, Yupeng Deng, Zhenming Ji, Xiangwei Zhu, Xue Yang, Naoto Yokoya, Jing Zhang, Bo Du, Junchi Yan, Liangpei Zhang
2026	J	`jnl`	EarthVL: A Progressive Earth Vision-Language Understanding and Generation Framework. CoRR Junjue Wang, Yanfei Zhong, Zihang Chen, Zhuo Zheng, Ailong Ma, Liangpei Zhang
2026	J	`jnl`	MambaMoE: Mixture-of-spectral-spatial-experts state space model for hyperspectral image classification. Inf. Fusion Yichu Xu, Di Wang, Hongzan Jiao, Lefei Zhang, Liangpei Zhang
2026	J	`jnl`	TSCCD: Temporal Self-Construction Cross-Domain Learning for Unsupervised Hyperspectral Change Detection. IEEE Trans. Image Process. Tianyuan Zhou, Fulin Luo, Chuan Fu, Tan Guo, Bo Du, Xinbo Gao, Liangpei Zhang
2026	J	`jnl`	Universal Pansharpening Foundation Model. CoRR Hebaixu Wang, Jing Zhang, Haonan Guo, Di Wang, Jiayi Ma, Bo Du, Liangpei Zhang
2025	J	`jnl`	A Mechanism-Learning Deeply Coupled Model for Remote Sensing Retrieval of Global Land Surface Temperature. CoRR Tian Xie, Menghui Jiang, Huanfeng Shen, Huifang Li, Chao Zeng, Jun Ma, Guanhao Zhang, Liangpei Zhang
2025	J	`jnl`	ACR-Net: Adaptive Correlation Refined Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. Meiqi Hu, Chen Wu, Rong Liu, Liangpei Zhang
2025	J	`jnl`	Ada4DIR: An adaptive model-driven all-in-one image restoration network for remote sensing images. Inf. Fusion Ziyang Lihe, Qiangqiang Yuan, Jiang He, Xianyu Jin, Yi Xiao, Yuzeng Chen, Huanfeng Shen, Liangpei Zhang
2025	J	`jnl`	Advancing Weakly-Supervised Change Detection in Satellite Images via Adversarial Class Prompting. CoRR Zhenghui Zhao, Chen Wu, Di Wang, Hongruixuan Chen, Cuiqun Chen, Zhuo Zheng, Bo Du, Liangpei Zhang
2025	J	`jnl`	Advancing Weakly-Supervised Change Detection in Satellite Images via Adversarial Class Prompting. IEEE Trans. Image Process. Zhenghui Zhao, Chen Wu, Di Wang, Hongruixuan Chen, Cuiqun Chen, Zhuo Zheng, Bo Du, Liangpei Zhang
2025	J	`jnl`	Bidirectional-Aware Network Combining Transformer and Mamba for Hyperspectral Image Denoising. IEEE Trans. Geosci. Remote. Sens. Cheng Chen, Jie Li, Xinxin Liu, Qiangqiang Yuan, Liangpei Zhang
2025	J	`jnl`	Changen2: Multi-Temporal Remote Sensing Generative Change Foundation Model. IEEE Trans. Pattern Anal. Mach. Intell. Zhuo Zheng, Stefano Ermon, Dongjun Kim, Liangpei Zhang, Yanfei Zhong
2025	J	`jnl`	Cyclic Cross-Modality Interaction for Hyperspectral and Multispectral Image Fusion. IEEE Trans. Circuits Syst. Video Technol. Shi Chen, Lefei Zhang, Liangpei Zhang
2025	J	`jnl`	DHSNet: Dual Classification Head Self-Training Network for Cross-Scene Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Rong Liu, Junye Liang, Jiaqi Yang, Meiqi Hu, Jiang He, Peng Zhu, Liangpei Zhang
2025	J	`jnl`	Diffpurifier: An Optical and SAR Image Change Detection Method Based on Diffusion Purification. IEEE Trans. Geosci. Remote. Sens. Yiquan Xu, Xin Su, Liangpei Zhang
2025	J	`jnl`	Dual selective fusion transformer network for hyperspectral image classification. Neural Networks Yichu Xu, Di Wang, Lefei Zhang, Liangpei Zhang
2025	J	`jnl`	Empowering Agrifood System with Artificial Intelligence: A Survey of the Progress, Challenges and Opportunities. ACM Comput. Surv. Tao Chen, Liang Lv, Di Wang, Jing Zhang, Yue Yang, Zeyang Zhao, Chen Wang, Xiaowei Guo, Hao Chen, Qingye Wang, Yufei Xu, Qiming Zhang, Bo Du, Liangpei Zhang, Dacheng Tao
2025	J	`jnl`	GeoZero: Incentivizing Reasoning from Scratch on Geospatial Scenes. CoRR Di Wang, Shunyu Liu, Wentao Jiang, Fengxiang Wang, Yi Liu, Xiaolei Qin, Zhiming Luo, Chaoyang Zhou, Haonan Guo, Jing Zhang, Bo Du, Dacheng Tao, Liangpei Zhang
2025	A*	`conf`	HSRMamba: Contextual Spatial-Spectral State Space Model for Single Hyperspectral Image Super-Resolution. IJCAI Shi Chen, Lefei Zhang, Liangpei Zhang
2025	J	`jnl`	HSRMamba: Contextual Spatial-Spectral State Space Model for Single Hyperspectral Super-Resolution. CoRR Shi Chen, Lefei Zhang, Liangpei Zhang
2025	J	`jnl`	HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model. IEEE Trans. Pattern Anal. Mach. Intell. Di Wang, Meiqi Hu, Yao Jin, Yuchun Miao, Jiaqi Yang, Yichu Xu, Xiaolei Qin, Jiaqi Ma, Lingyu Sun, Chenxing Li, Chuan Fu, Hongruixuan Chen, Chengxi Han, Naoto Yokoya, Jing Zhang, Minqiang Xu, Lin Liu, Lefei Zhang, Chen Wu, Bo Du, Dacheng Tao, Liangpei Zhang
2025	J	`jnl`	Hyperspectral Video Tracking With Spectral-Spatial Fusion and Memory Enhancement. IEEE Trans. Image Process. Yuzeng Chen, Qiangqiang Yuan, Hong Xie, Yuqi Tang, Yi Xiao, Jiang He, Renxiang Guan, Xinwang Liu, Liangpei Zhang
2025	J	`jnl`	MambaMoE: Mixture-of-Spectral-Spatial-Experts State Space Model for Hyperspectral Image Classification. CoRR Yichu Xu, Di Wang, Hongzan Jiao, Lefei Zhang, Liangpei Zhang
2025	J	`jnl`	Model Hemorrhage and the Robustness Limits of Large Language Models. CoRR Ziyang Ma, Zuchao Li, Lefei Zhang, Gui-Song Xia, Bo Du, Liangpei Zhang, Dacheng Tao
2025	J	`jnl`	SPEX: A Vision-Language Model for Land Cover Extraction on Spectral Remote Sensing Images. CoRR Dongchen Si, Di Wang, Erzhong Gao, Xiaolei Qin, Liu Zhao, Jing Zhang, Minqiang Xu, Jianbo Zhan, Jianshe Wang, Lin Liu, Bo Du, Liangpei Zhang
2025	J	`jnl`	SSTtrack: A unified hyperspectral video tracking framework via modeling spectral-spatial-temporal conditions. Inf. Fusion Yuzeng Chen, Qiangqiang Yuan, Yuqi Tang, Yi Xiao, Jiang He, Te Han, Zhenqi Liu, Liangpei Zhang
2025	J	`jnl`	Spatiotemporal masked pre-training for advancing crop mapping on satellite image time series with limited labels. Int. J. Appl. Earth Obs. Geoinformation Xiaolei Qin, Haonan Guo, Xin Su, Zhenghui Zhao, Di Wang, Liangpei Zhang
2025	J	`jnl`	Spiking Meets Attention: Efficient Remote Sensing Image Super-Resolution with Attention Spiking Neural Networks. CoRR Yi Xiao, Qiangqiang Yuan, Kui Jiang, Qiang Zhang, Tingting Zheng, Chia-Wen Lin, Liangpei Zhang
2025	J	`jnl`	Subtle Spectral Difference Discriminative Deep Metric Learning With Spectral Center Construction for Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. Dehui Zhu, Yuetian Lu, Ping Zhong, Bo Du, Liangpei Zhang
2025	J	`jnl`	Super-Resolution for Remote Sensing Imagery via the Coupling of a Variational Model and Deep Learning. IEEE Trans. Geosci. Remote. Sens. Jing Sun, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang
2025	J	`jnl`	TiMo: Spatiotemporal Foundation Model for Satellite Image Time Series. CoRR Xiaolei Qin, Di Wang, Jing Zhang, Fengxiang Wang, Xin Su, Bo Du, Liangpei Zhang
2024	J	`jnl`	A Deep Temporal-Spectral-Spatial Anchor-Free Siamese Tracking Network for Hyperspectral Video Object Tracking. IEEE Trans. Geosci. Remote. Sens. Zhenqi Liu, Yanfei Zhong, Guorui Ma, Xinyu Wang, Liangpei Zhang
2024	C	`conf`	A Multi-Level Fine-Grained Crop Classification Method Based on Multi-Expert Knowledge Distill. IGARSS Lei Lei, Yang Pan, Xinyu Wang, Yanfei Zhong, Liangpei Zhang
2024	J	`jnl`	A Single-Frame and Multi-Frame Cascaded Image Super-Resolution Method. CoRR Jing Sun, Qiangqiang Yuan, Huanfeng Shen, Jie Li, Liangpei Zhang
2024	J	`jnl`	A Single-Frame and Multi-Frame Cascaded Image Super-Resolution Method. Sensors Jing Sun, Qiangqiang Yuan, Huanfeng Shen, Jie Li, Liangpei Zhang
2024	J	`jnl`	Adversarial pair-wise distribution matching for remote sensing image cross-scene classification. Neural Networks Sihan Zhu, Chen Wu, Bo Du, Liangpei Zhang
2024	J	`jnl`	Attention-based Sparse and Collaborative Spectral Abundance Learning for Hyperspectral Subpixel Target Detection. Neural Networks Dehui Zhu, Ping Zhong, Bo Du, Liangpei Zhang
2024	J	`jnl`	Building-Road Collaborative Extraction From Remote Sensing Images via Cross-Task and Cross-Scale Interaction. IEEE Trans. Geosci. Remote. Sens. Haonan Guo, Xin Su, Chen Wu, Bo Du, Liangpei Zhang
2024	J	`jnl`	Changen2: Multi-Temporal Remote Sensing Generative Change Foundation Model. CoRR Zhuo Zheng, Stefano Ermon, Dongjun Kim, Liangpei Zhang, Yanfei Zhong
2024	J	`jnl`	Concatenated Deep-Learning Framework for Multitask Change Detection of Optical and SAR Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Zhengshun Du, Xinghua Li, Jianhao Miao, Yanyuan Huang, Huanfeng Shen, Liangpei Zhang
2024	J	`jnl`	Contrastive Scene Change Representation Learning for High-Resolution Remote Sensing Scene Change Detection. IEEE Trans. Geosci. Remote. Sens. Jue Wang, Yanfei Zhong, Liangpei Zhang
2024	J	`jnl`	Cross-Scope Spatial-Spectral Information Aggregation for Hyperspectral Image Super-Resolution. IEEE Trans. Image Process. Shi Chen, Lefei Zhang, Liangpei Zhang
2024	J	`jnl`	Cross-Station Continual Aurora Image Classification. IEEE Trans. Geosci. Remote. Sens. Yanfei Zhong, Jingjun Yi, Richen Ye, Liangpei Zhang
2024	J	`jnl`	Cross-temporal high spatial resolution urban scene classification and change detection based on a class-weighted deep adaptation network. Urban Inform. Sunan Shi, Yanfei Zhong, Yinhe Liu, Liangpei Zhang, Deren Li
2024	J	`jnl`	CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic Segmentation. CoRR Ziyang Gong, Zhixiang Wei, Di Wang, Xianzheng Ma, Hongruixuan Chen, Yuru Jia, Yupeng Deng, Zhenming Ji, Xiangwei Zhu, Naoto Yokoya, Jing Zhang, Bo Du, Liangpei Zhang
2024	J	`jnl`	Deep Blind Super-Resolution for Satellite Video. CoRR Yi Xiao, Qiangqiang Yuan, Qiang Zhang, Liangpei Zhang
2024	J	`jnl`	Do We Need Learnable Classifiers? A Hyperspectral Image Classification Algorithm Based on Attention-Enhanced ResBlock-in-ResBlock and ETF Classifier. IEEE Trans. Geosci. Remote. Sens. Chuan Fu, Bo Du, Liangpei Zhang
2024	J	`jnl`	E2SCNet: Efficient Multiobjective Evolutionary Automatic Search for Remote Sensing Image Scene Classification Network Architecture. IEEE Trans. Neural Networks Learn. Syst. Yuting Wan, Yanfei Zhong, Ailong Ma, Junjue Wang, Liangpei Zhang
2024	J	`jnl`	EDiffSR: An Efficient Diffusion Probabilistic Model for Remote Sensing Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. Yi Xiao, Qiangqiang Yuan, Kui Jiang, Jiang He, Xianyu Jin, Liangpei Zhang
2024	J	`jnl`	Efficient Rural Building Segmentation via a Multilevel Decoding Network. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Bowen Xu, Liang Dong, Gui-Song Xia, Liangpei Zhang
2024	J	`jnl`	Explicable Fine-Grained Aircraft Recognition Via Deep Part Parsing Prior Framework for High-Resolution Remote Sensing Imagery. IEEE Trans. Cybern. Dingyuan Chen, Yanfei Zhong, Ailong Ma, Zhuo Zheng, Liangpei Zhang
2024	J	`jnl`	Global Overcomplete Dictionary-Based Sparse and Nonnegative Collaborative Representation for Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. Chenxing Li, Dehui Zhu, Chen Wu, Bo Du, Liangpei Zhang
2024	J	`jnl`	HKNAS: Classification of Hyperspectral Imagery Based on Hyper Kernel Neural Architecture Search. IEEE Trans. Neural Networks Learn. Syst. Di Wang, Bo Du, Liangpei Zhang, Dacheng Tao
2024	J	`jnl`	Hybrid-context-based multi-prior entropy modeling for learned lossless image compression. Pattern Recognit. Chuan Fu, Bo Du, Liangpei Zhang
2024	J	`jnl`	HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model. CoRR Di Wang, Meiqi Hu, Yao Jin, Yuchun Miao, Jiaqi Yang, Yichu Xu, Xiaolei Qin, Jiaqi Ma, Lingyu Sun, Chenxing Li, Chuan Fu, Hongruixuan Chen, Chengxi Han, Naoto Yokoya, Jing Zhang, Minqiang Xu, Lin Liu, Lefei Zhang, Chen Wu, Bo Du, Dacheng Tao, Liangpei Zhang
2024	J	`jnl`	ITER: Image-to-Pixel Representation for Weakly Supervised HSI Classification. IEEE Trans. Image Process. Jiaqi Yang, Bo Du, Di Wang, Liangpei Zhang
2024	C	`conf`	Knowledge-Guided Satellite Image Time Series Classification Network for Crop Mapping. IGARSS Xiaolei Qin, Xin Su, Liangpei Zhang
2024	J	`jnl`	Learning Single Spectral Abundance for Hyperspectral Subpixel Target Detection. IEEE Trans. Neural Networks Learn. Syst. Dehui Zhu, Bo Du, Liangpei Zhang
2024	J	`jnl`	Local-Global Temporal Difference Learning for Satellite Video Super-Resolution. IEEE Trans. Circuits Syst. Video Technol. Yi Xiao, Qiangqiang Yuan, Kui Jiang, Xianyu Jin, Jiang He, Liangpei Zhang, Chia-Wen Lin
2024	J	`jnl`	MAT-Net: Multiscale Aggregation Transformer Network for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. Pengrui Wang, Rong Liu, Liangpei Zhang
2024	J	`jnl`	MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining. CoRR Di Wang, Jing Zhang, Minqiang Xu, Lin Liu, Dongsheng Wang, Erzhong Gao, Chengxi Han, Haonan Guo, Bo Du, Dacheng Tao, Liangpei Zhang
2024	J	`jnl`	MTP: Advancing Remote Sensing Foundation Model via Multitask Pretraining. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Di Wang, Jing Zhang, Minqiang Xu, Lin Liu, Dong-Sheng Wang, Erzhong Gao, Chengxi Han, Haonan Guo, Bo Du, Dacheng Tao, Liangpei Zhang
2024	J	`jnl`	Multiobjective Spatiotemporal Subpixel Mapping for Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. Mi Song, Yanfei Zhong, Ailong Ma, Da He, Liangpei Zhang
2024	J	`jnl`	Occlusion-Aware Road Extraction Network for High-Resolution Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. Ruoyu Yang, Yanfei Zhong, Yinhe Liu, Xiaoyan Lu, Liangpei Zhang
2024	J	`jnl`	Overcoming the Barrier of Incompleteness: A Hyperspectral Image Classification Full Model. IEEE Trans. Neural Networks Learn. Syst. Jiaqi Yang, Bo Du, Liangpei Zhang
2024	C	`conf`	Overcoming the Uncertainty Challenges in Flood Rapid Mapping with Multi-Source Optical Data. IGARSS Jiepan Li, He Huang, Wei He, Hongyan Zhang, Liangpei Zhang
2024	C	`conf`	Overcoming the Uncertainty Challenges in Flood Rapid Mapping with SAR Data. IGARSS He Huang, Jiepan Li, Wei He, Hongyan Zhang, Liangpei Zhang
2024	J	`jnl`	PhDnet: A novel physic-aware dehazing network for remote sensing images. Inf. Fusion Ziyang Lihe, Jiang He, Qiangqiang Yuan, Xianyu Jin, Yi Xiao, Liangpei Zhang
2024	J	`jnl`	PhenoCropNet: A Phenology-Aware-Based SAR Crop Mapping Network for Cloudy and Rainy Areas. IEEE Trans. Geosci. Remote. Sens. Lei Lei, Xinyu Wang, Xin Hu, Liangpei Zhang, Yanfei Zhong
2024	J	`jnl`	REPS: Rotation equivariant Siamese network enhanced by probability segmentation for satellite video tracking. Int. J. Appl. Earth Obs. Geoinformation Yuzeng Chen, Yuqi Tang, Qiangqiang Yuan, Liangpei Zhang
2024	J	`jnl`	ReSC-net: Hyperspectral Image Classification Based on Attention-Enhanced Residual Module and Spatial-Channel Attention. IEEE Trans. Geosci. Remote. Sens. Chuan Fu, Bo Du, Liangpei Zhang
2024	C	`conf`	Remote Sensing ChatGPT: Solving Remote Sensing Tasks with ChatGPT and Visual Models. IGARSS Haonan Guo, Xin Su, Chen Wu, Bo Du, Liangpei Zhang, Deren Li
2024	J	`jnl`	Remote Sensing ChatGPT: Solving Remote Sensing Tasks with ChatGPT and Visual Models. CoRR Haonan Guo, Xin Su, Chen Wu, Bo Du, Liangpei Zhang, Deren Li
2024	J	`jnl`	Remote sensing image super-resolution via cross-scale hierarchical transformer. Geo spatial Inf. Sci. Yi Xiao, Qiangqiang Yuan, Jiang He, Liangpei Zhang
2024	J	`jnl`	Robust Remote Sensing Image Cross-Scene Classification Under Noisy Environment. IEEE Trans. Geosci. Remote. Sens. Sihan Zhu, Chen Wu, Bo Du, Liangpei Zhang
2024	J	`jnl`	Robust Self-Ensembling Network for Hyperspectral Image Classification. IEEE Trans. Neural Networks Learn. Syst. Yonghao Xu, Bo Du, Liangpei Zhang
2024	J	`jnl`	SAAN: Similarity-Aware Attention Flow Network for Change Detection With VHR Remote Sensing Images. IEEE Trans. Image Process. Haonan Guo, Xin Su, Chen Wu, Bo Du, Liangpei Zhang
2024	J	`jnl`	SITSMamba for Crop Classification based on Satellite Image Time Series. CoRR Xiaolei Qin, Xin Su, Liangpei Zhang
2024	J	`jnl`	SPIRIT: Spectral Awareness Interaction Network With Dynamic Template for Hyperspectral Object Tracking. IEEE Trans. Geosci. Remote. Sens. Yuzeng Chen, Qiangqiang Yuan, Yuqi Tang, Yi Xiao, Jiang He, Liangpei Zhang
2024	J	`jnl`	STFDiff: Remote sensing image spatiotemporal fusion with diffusion models. Inf. Fusion He Huang, Wei He, Hongyan Zhang, Yu Xia, Liangpei Zhang
2024	A*	`conf`	Segment Any Change. NeurIPS Zhuo Zheng, Yanfei Zhong, Liangpei Zhang, Stefano Ermon
2024	J	`jnl`	Segment Any Change. CoRR Zhuo Zheng, Yanfei Zhong, Liangpei Zhang, Stefano Ermon
2024	J	`jnl`	Selective Transformer for Hyperspectral Image Classification. CoRR Yichu Xu, Di Wang, Lefei Zhang, Liangpei Zhang
2024	J	`jnl`	Semantic Change Detection Based on Supervised Contrastive Learning for High-Resolution Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. Jue Wang, Yanfei Zhong, Liangpei Zhang
2024	J	`jnl`	Single-Temporal Supervised Learning for Universal Remote Sensing Change Detection. CoRR Zhuo Zheng, Yanfei Zhong, Ailong Ma, Liangpei Zhang
2024	J	`jnl`	Single-Temporal Supervised Learning for Universal Remote Sensing Change Detection. Int. J. Comput. Vis. Zhuo Zheng, Yanfei Zhong, Ailong Ma, Liangpei Zhang
2024	J	`jnl`	Spatial domain transfer: Cross-regional paddy rice mapping with a few samples based on Sentinel-1 and Sentinel-2 data on GEE. Int. J. Appl. Earth Obs. Geoinformation Lingyu Sun, Yuxin Lou, Qian Shi, Liangpei Zhang
2024	J	`jnl`	Spectral-Spatial Global Graph Reasoning for Hyperspectral Image Classification. IEEE Trans. Neural Networks Learn. Syst. Di Wang, Bo Du, Liangpei Zhang
2024	J	`jnl`	Super-Resolution for Remote Sensing Imagery via the Coupling of a Variational Model and Deep Learning. CoRR Jing Sun, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang
2024	J	`jnl`	TTST: A Top-k Token Selective Transformer for Remote Sensing Image Super-Resolution. IEEE Trans. Image Process. Yi Xiao, Qiangqiang Yuan, Kui Jiang, Jiang He, Chia-Wen Lin, Liangpei Zhang
2024	J	`jnl`	UANet: An Uncertainty-Aware Network for Building Extraction From Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. Jiepan Li, Wei He, Weinan Cao, Liangpei Zhang, Hongyan Zhang
2023	J	`jnl`	A Unified Remote Sensing Anomaly Detector Across Modalities and Scenes via Deviation Relationship Learning. CoRR Jingtao Li, Xinyu Wang, Hengwei Zhao, Liangpei Zhang, Yanfei Zhong
2023	J	`jnl`	Adaptive Multistrategy Particle Swarm Optimization for Hyperspectral Remote Sensing Image Band Selection. IEEE Trans. Geosci. Remote. Sens. Yuting Wan, Chao Chen, Ailong Ma, Liangpei Zhang, Xunqiang Gong, Yanfei Zhong
2023	J	`jnl`	Advancing Plain Vision Transformer Toward Remote Sensing Foundation Model. IEEE Trans. Geosci. Remote. Sens. Di Wang, Qiming Zhang, Yufei Xu, Jing Zhang, Bo Du, Dacheng Tao, Liangpei Zhang
2023	J	`jnl`	Adversarial Divergence Training for Universal Cross-Scene Classification. IEEE Trans. Geosci. Remote. Sens. Sihan Zhu, Chen Wu, Bo Du, Liangpei Zhang
2023	J	`jnl`	Amplitude-Optimized UZH for Polarimetric Channel Imbalance Calibration in PolSAR Data. IEEE Trans. Geosci. Remote. Sens. Lei Shi, Le Yang, Weidong Sun, Jie Yang, Pingxiang Li, Liangpei Zhang
2023	J	`jnl`	An Accurate UAV 3-D Path Planning Method for Disaster Emergency Response Based on an Improved Multiobjective Swarm Intelligence Algorithm. IEEE Trans. Cybern. Yuting Wan, Yanfei Zhong, Ailong Ma, Liangpei Zhang
2023	J	`jnl`	An Evolutionary Shadow Correction Network and a Benchmark UAV Dataset for Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. Shuang Luo, Huifang Li, Yiqiu Li, Chenglin Shao, Huanfeng Shen, Liangpei Zhang
2023	J	`jnl`	An Investigation of Face Mask Use with Busking Videos on YouTube during COVID-19: a Case Study in South Korea. CoRR Chen Wu, Xingjie Hao, Meiqi Hu, Chengguqiu Dai, Bo Du, Liangpei Zhang
2023	J	`jnl`	Beyond being wise after the event: Combining spatial, temporal and spectral information for Himawari-8 early-stage wildfire detection. Int. J. Appl. Earth Obs. Geoinformation Qiang Zhang, Jian Zhu, Yan Huang, Qiangqiang Yuan, Liangpei Zhang
2023	J	`jnl`	Binary Change Guided Hyperspectral Multiclass Change Detection. IEEE Trans. Image Process. Meiqi Hu, Chen Wu, Bo Du, Liangpei Zhang
2023	J	`jnl`	Building Extraction from Remote Sensing Images via an Uncertainty-Aware Network. CoRR Wei He, Jiepan Li, Weinan Cao, Liangpei Zhang, Hongyan Zhang
2023	J	`jnl`	Building-road Collaborative Extraction from Remotely Sensed Images via Cross-Interaction. CoRR Haonan Guo, Xin Su, Chen Wu, Bo Du, Liangpei Zhang
2023	J	`jnl`	Can Spectral Information Work While Extracting Spatial Distribution? - An Online Spectral Information Compensation Network for HSI Classification. IEEE Trans. Image Process. Jiaqi Yang, Bo Du, Yonghao Xu, Liangpei Zhang
2023	J	`jnl`	Change Detection Based on Supervised Contrastive Learning for High-Resolution Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. Jue Wang, Yanfei Zhong, Liangpei Zhang
2023	J	`jnl`	Collaborative-guided spectral abundance learning with bilinear mixing model for hyperspectral subpixel target detection. Neural Networks Dehui Zhu, Bo Du, Meiqi Hu, Yanni Dong, Liangpei Zhang
2023	J	`jnl`	Cross-Domain Meta-Learning Under Dual-Adjustment Mode for Few-Shot Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Lei Hu, Wei He, Liangpei Zhang, Hongyan Zhang
2023	J	`jnl`	Cross-Scope Spatial-Spectral Information Aggregation for Hyperspectral Image Super-Resolution. CoRR Shi Chen, Lefei Zhang, Liangpei Zhang
2023	J	`jnl`	Cross-resolution national-scale land-cover mapping based on noisy label learning: A case study of China. Int. J. Appl. Earth Obs. Geoinformation Yinhe Liu, Yanfei Zhong, Ailong Ma, Ji Zhao, Liangpei Zhang
2023	J	`jnl`	DCN-T: Dual Context Network With Transformer for Hyperspectral Image Classification. IEEE Trans. Image Process. Di Wang, Jing Zhang, Bo Du, Liangpei Zhang, Dacheng Tao
2023	J	`jnl`	DCN-T: Dual Context Network with Transformer for Hyperspectral Image Classification. CoRR Di Wang, Jing Zhang, Bo Du, Liangpei Zhang, Dacheng Tao
2023	A*	`conf`	DDS2M: Self-Supervised Denoising Diffusion Spatio-Spectral Model for Hyperspectral Image Restoration. ICCV Yuchun Miao, Lefei Zhang, Liangpei Zhang, Dacheng Tao
2023	J	`jnl`	DDS2M: Self-Supervised Denoising Diffusion Spatio-Spectral Model for Hyperspectral Image Restoration. CoRR Yuchun Miao, Lefei Zhang, Liangpei Zhang, Dacheng Tao
2023	J	`jnl`	Decoupling Semantic and Edge Representations for Building Footprint Extraction From Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. Haonan Guo, Xin Su, Chen Wu, Bo Du, Liangpei Zhang
2023	J	`jnl`	Deep Blind Super-Resolution for Satellite Video. IEEE Trans. Geosci. Remote. Sens. Yi Xiao, Qiangqiang Yuan, Qiang Zhang, Liangpei Zhang
2023	J	`jnl`	DeepCL: Deep Change Feature Learning on Remote Sensing Images in the Metric Space. CoRR Haonan Guo, Bo Du, Chen Wu, Chengxi Han, Liangpei Zhang
2023	J	`jnl`	EDiffSR: An Efficient Diffusion Probabilistic Model for Remote Sensing Image Super-Resolution. CoRR Yi Xiao, Qiangqiang Yuan, Kui Jiang, Jiang He, Xianyu Jin, Liangpei Zhang
2023	J	`jnl`	ESCNet: An End-to-End Superpixel-Enhanced Change Detection Network for Very-High-Resolution Remote Sensing Images. IEEE Trans. Neural Networks Learn. Syst. Hongyan Zhang, Manhui Lin, Guangyi Yang, Liangpei Zhang
2023	J	`jnl`	Expediting Building Footprint Segmentation from High-resolution Remote Sensing Images via progressive lenient supervision. CoRR Haonan Guo, Bo Du, Chen Wu, Xin Su, Liangpei Zhang
2023	J	`jnl`	FarSeg++: Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery. IEEE Trans. Pattern Anal. Mach. Intell. Zhuo Zheng, Yanfei Zhong, Junjue Wang, Ailong Ma, Liangpei Zhang
2023	J	`jnl`	From degrade to upgrade: Learning a self-supervised degradation guided adaptive network for blind remote sensing image super-resolution. Inf. Fusion Yi Xiao, Qiangqiang Yuan, Kui Jiang, Jiang He, Yuan Wang, Liangpei Zhang
2023	J	`jnl`	Fully Convolutional Change Detection Framework With Generative Adversarial Network for Unsupervised, Weakly Supervised and Regional Supervised Change Detection. IEEE Trans. Pattern Anal. Mach. Intell. Chen Wu, Bo Du, Liangpei Zhang
2023	J	`jnl`	Geo-Intelligent Retrieval Framework Based on Machine Learning in the Cloud Environment: A Case Study of Soil Moisture Retrieval. IEEE Trans. Geosci. Remote. Sens. Zhenghao Li, Qiangqiang Yuan, Liangpei Zhang
2023	J	`jnl`	GlobalMind: Global Multi-head Interactive Self-attention Network for Hyperspectral Change Detection. CoRR Meiqi Hu, Chen Wu, Liangpei Zhang
2023	J	`jnl`	HKNAS: Classification of Hyperspectral Imagery Based on Hyper Kernel Neural Architecture Search. CoRR Di Wang, Bo Du, Liangpei Zhang, Dacheng Tao
2023	J	`jnl`	Holistically-Attracted Wireframe Parsing: From Supervised to Self-Supervised Learning. IEEE Trans. Pattern Anal. Mach. Intell. Nan Xue, Tianfu Wu, Song Bai, Fu-Dong Wang, Gui-Song Xia, Liangpei Zhang, Philip H. S. Torr
2023	J	`jnl`	Learning transformer-based heterogeneously salient graph representation for multimodal fusion classification of hyperspectral image and LiDAR data. CoRR Jiaqi Yang, Bo Du, Liangpei Zhang
2023	J	`jnl`	Local-Global Temporal Difference Learning for Satellite Video Super-Resolution. CoRR Yi Xiao, Qiangqiang Yuan, Kui Jiang, Xianyu Jin, Jiang He, Liangpei Zhang, Chia-Wen Lin
2023	J	`jnl`	MSDformer: Multiscale Deformable Transformer for Hyperspectral Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. Shi Chen, Lefei Zhang, Liangpei Zhang
2023	J	`jnl`	Multi-temporal urban semantic understanding based on GF-2 remote sensing imagery: from tri-temporal datasets to multi-task mapping. Int. J. Digit. Earth Sunan Shi, Yanfei Zhong, Yinhe Liu, Jue Wang, Yuting Wan, Ji Zhao, Pengyuan Lv, Liangpei Zhang, Deren Li
2023	J	`jnl`	One-Step Detection Paradigm for Hyperspectral Anomaly Detection via Spectral Deviation Relationship Learning. CoRR Jingtao Li, Xinyu Wang, Shaoyu Wang, Hengwei Zhao, Liangpei Zhang, Yanfei Zhong
2023	J	`jnl`	Realistic Mixing Miniature Scene Hyperspectral Unmixing: From Benchmark Datasets to Autonomous Unmixing. IEEE Trans. Geosci. Remote. Sens. Chunyang Cui, Yanfei Zhong, Xinyu Wang, Liangpei Zhang
2023	J	`jnl`	Revolutionizing Agrifood Systems with Artificial Intelligence: A Survey. CoRR Tao Chen, Liang Lv, Di Wang, Jing Zhang, Yue Yang, Zeyang Zhao, Chen Wang, Xiaowei Guo, Hao Chen, Qingye Wang, Yufei Xu, Qiming Zhang, Bo Du, Liangpei Zhang, Dacheng Tao
2023	J	`jnl`	SAAN: Similarity-aware attention flow network for change detection with VHR remote sensing images. CoRR Haonan Guo, Xin Su, Chen Wu, Bo Du, Liangpei Zhang
2023	A*	`conf`	SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model. NeurIPS Di Wang, Jing Zhang, Bo Du, Minqiang Xu, Lin Liu, Dacheng Tao, Liangpei Zhang
2023	J	`jnl`	SAR Image Compression Based on Multi-Resblock and Global Context. IEEE Geosci. Remote. Sens. Lett. Chuan Fu, Bo Du, Liangpei Zhang
2023	A*	`conf`	Scalable Multi-Temporal Remote Sensing Change Data Generation via Simulating Stochastic Change Process. ICCV Zhuo Zheng, Shiqi Tian, Ailong Ma, Liangpei Zhang, Yanfei Zhong
2023	J	`jnl`	Scalable Multi-Temporal Remote Sensing Change Data Generation via Simulating Stochastic Change Process. CoRR Zhuo Zheng, Shiqi Tian, Ailong Ma, Liangpei Zhang, Yanfei Zhong
2023	J	`jnl`	Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model. CoRR Di Wang, Jing Zhang, Bo Du, Dacheng Tao, Liangpei Zhang
2023	J	`jnl`	Self-Ensembling GAN for Cross-Domain Semantic Segmentation. IEEE Trans. Multim. Yonghao Xu, Fengxiang He, Bo Du, Dacheng Tao, Liangpei Zhang
2023	J	`jnl`	SiamOHOT: A Lightweight Dual Siamese Network for Onboard Hyperspectral Object Tracking via Joint Spatial-Spectral Knowledge Distillation. IEEE Trans. Geosci. Remote. Sens. Chen Sun, Xinyu Wang, Zhenqi Liu, Yuting Wan, Liangpei Zhang, Yanfei Zhong
2023	J	`jnl`	Spectral super-resolution meets deep learning: Achievements and challenges. Inf. Fusion Jiang He, Qiangqiang Yuan, Jie Li, Yi Xiao, Denghong Liu, Huanfeng Shen, Liangpei Zhang
2023	J	`jnl`	Target Detection With Spatial-Spectral Adaptive Sample Generation and Deep Metric Learning for Hyperspectral Imagery. IEEE Trans. Multim. Dehui Zhu, Bo Du, Yanni Dong, Liangpei Zhang
2023	J	`jnl`	Unrolling Nonnegative Matrix Factorization With Group Sparsity for Blind Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. Chunyang Cui, Xinyu Wang, Shaoyu Wang, Liangpei Zhang, Yanfei Zhong
2022	J	`jnl`	A Decomposition-Based Multiobjective Clonal Selection Algorithm for Hyperspectral Image Feature Selection. IEEE Trans. Geosci. Remote. Sens. Chao Chen, Yuting Wan, Ailong Ma, Liangpei Zhang, Yanfei Zhong
2022	J	`jnl`	A Deeply Supervised Attention Metric-Based Network and an Open Aerial Image Dataset for Remote Sensing Change Detection. IEEE Trans. Geosci. Remote. Sens. Qian Shi, Mengxi Liu, Shengchen Li, Xiaoping Liu, Fei Wang, Liangpei Zhang
2022	J	`jnl`	A Dual-UNet With Multistage Details Injection for Hyperspectral Image Fusion. IEEE Trans. Geosci. Remote. Sens. Jiajun Xiao, Jie Li, Qiangqiang Yuan, Liangpei Zhang
2022	J	`jnl`	A Fast and Effective Irregular Stripe Removal Method for Moon Mineralogy Mapper (M IEEE Trans. Geosci. Remote. Sens. Shuheng Zhao, Qiangqiang Yuan, Jie Li, Yunze Hu, Xinxin Liu, Liangpei Zhang
2022	J	`jnl`	A Joint Spectral Unmixing and Subpixel Mapping Framework Based on Multiobjective Optimization. IEEE Trans. Geosci. Remote. Sens. Mi Song, Yanfei Zhong, Ailong Ma, Xiong Xu, Liangpei Zhang
2022	J	`jnl`	A Knowledge Optimization-Driven Network With Normalizer-Free Group ResNet Prior for Remote Sensing Image Pan-Sharpening. IEEE Trans. Geosci. Remote. Sens. Jiang He, Qiangqiang Yuan, Jie Li, Liangpei Zhang
2022	J	`jnl`	A Local-Global Dual-Stream Network for Building Extraction From Very-High-Resolution Remote Sensing Images. IEEE Trans. Neural Networks Learn. Syst. Hongyan Zhang, Yue Liao, Honghai Yang, Guangyi Yang, Liangpei Zhang
2022	J	`jnl`	A Locally Weighted Neural Network Constrained by Global Training for Remote Sensing Estimation of PM₂.₅. IEEE Trans. Geosci. Remote. Sens. Tongwen Li, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang
2022	J	`jnl`	A Mutual Information Domain Adaptation Network for Remotely Sensed Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. Hongyu Chen, Hongyan Zhang, Guangyi Yang, Shengyang Li, Liangpei Zhang
2022	J	`jnl`	A Self-Supervised Denoising Network for Satellite-Airborne-Ground Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. Xinyu Wang, Zhaozhi Luo, Wenqing Li, Xin Hu, Liangpei Zhang, Yanfei Zhong
2022	J	`jnl`	A Spectral-Spatial-Dependent Global Learning Framework for Insufficient and Imbalanced Hyperspectral Image Classification. IEEE Trans. Cybern. Qiqi Zhu, Weihuan Deng, Zhuo Zheng, Yanfei Zhong, Qingfeng Guan, Weihua Lin, Liangpei Zhang, Deren Li
2022	J	`jnl`	A Supervised Progressive Growing Generative Adversarial Network for Remote Sensing Image Scene Classification. IEEE Trans. Geosci. Remote. Sens. Ailong Ma, Ning Yu, Zhuo Zheng, Yanfei Zhong, Liangpei Zhang
2022	J	`jnl`	Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model. CoRR Di Wang, Qiming Zhang, Yufei Xu, Jing Zhang, Bo Du, Dacheng Tao, Liangpei Zhang
2022	J	`jnl`	Aerial Scene Parsing: From Tile-level Scene Classification to Pixel-wise Semantic Labeling. CoRR Yang Long, Gui-Song Xia, Liangpei Zhang, Gong Cheng, Deren Li
2022	J	`jnl`	Asymmetric Siamese Networks for Semantic Change Detection in Aerial Images. IEEE Trans. Geosci. Remote. Sens. Kunping Yang, Gui-Song Xia, Zicheng Liu, Bo Du, Wen Yang, Marcello Pelillo, Liangpei Zhang
2022	J	`jnl`	Asymmetric Weighted Logistic Metric Learning for Hyperspectral Target Detection. IEEE Trans. Cybern. Yanni Dong, Wenzhong Shi, Bo Du, Xiangyun Hu, Liangpei Zhang
2022	J	`jnl`	Attention-Based Dynamic Alignment and Dynamic Distribution Adaptation for Remote Sensing Cross-Domain Scene Classification. IEEE Trans. Geosci. Remote. Sens. Cong Yang, Yanni Dong, Bo Du, Liangpei Zhang
2022	J	`jnl`	Attention-Based Multiscale Residual Adaptation Network for Cross-Scene Classification. IEEE Trans. Geosci. Remote. Sens. Sihan Zhu, Bo Du, Liangpei Zhang, Xue Li
2022	J	`jnl`	Auto-AD: Autonomous Hyperspectral Anomaly Detection Network Based on Fully Convolutional Autoencoder. IEEE Trans. Geosci. Remote. Sens. Shaoyu Wang, Xinyu Wang, Liangpei Zhang, Yanfei Zhong
2022	J	`jnl`	Cascaded Multi-Task Road Extraction Network for Road Surface, Centerline, and Edge Extraction. IEEE Trans. Geosci. Remote. Sens. Xiaoyan Lu, Yanfei Zhong, Zhuo Zheng, Dingyuan Chen, Yu Su, Ailong Ma, Liangpei Zhang
2022	J	`jnl`	Cooperated Spectral Low-Rankness Prior and Deep Spatial Prior for HSI Unsupervised Denoising. IEEE Trans. Image Process. Qiang Zhang, Qiangqiang Yuan, Meiping Song, Haoyang Yu, Liangpei Zhang
2022	J	`jnl`	Coupling Dual Graph Convolution Network and Residual Network for Local Climate Zone Mapping. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Yedan Yu, Jie Li, Qiangqiang Yuan, Qian Shi, Huanfeng Shen, Liangpei Zhang
2022	J	`jnl`	Deep Low-Rank Prior for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. Shaoyu Wang, Xinyu Wang, Liangpei Zhang, Yanfei Zhong
2022	J	`jnl`	Deep-Learning-Based Super-Resolution of Video Satellite Imagery by the Coupling of Multiframe and Single-Frame Models. IEEE Trans. Geosci. Remote. Sens. Huanfeng Shen, Zhonghang Qiu, Linwei Yue, Liangpei Zhang
2022	J	`jnl`	Double Low-Rank Matrix Decomposition for Hyperspectral Image Denoising and Destriping. IEEE Trans. Geosci. Remote. Sens. Hongyan Zhang, Jingyi Cai, Wei He, Huanfeng Shen, Liangpei Zhang
2022	J	`jnl`	EMS-GCN: An End-to-End Mixhop Superpixel-Based Graph Convolutional Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Hongyan Zhang, Jiaqi Zou, Liangpei Zhang
2022	J	`jnl`	Fully Contextual Network for Hyperspectral Scene Parsing. IEEE Trans. Geosci. Remote. Sens. Di Wang, Bo Du, Liangpei Zhang
2022	J	`jnl`	Fully Convolutional Change Detection Framework with Generative Adversarial Network for Unsupervised, Weakly Supervised and Regional Supervised Change Detection. CoRR Chen Wu, Bo Du, Liangpei Zhang
2022	J	`jnl`	Generating 2m fine-scale urban tree cover product over 34 metropolises in China based on deep context-aware sub-pixel mapping network. Int. J. Appl. Earth Obs. Geoinformation Da He, Qian Shi, Xiaoping Liu, Yanfei Zhong, Liangpei Zhang
2022	C	`conf`	Graph Laplacian Regularized Spectral-Spatial-Sparse Unmixing for Hyperspectral Imagery. IGARSS Zhi Li, Ruyi Feng, Yichang Shi, Lizhe Wang, Yanfei Zhong, Liangpei Zhang, Tieyong Zeng
2022	J	`jnl`	Hidden Path Selection Network for Semantic Segmentation of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. Kunping Yang, Xin-Yi Tong, Gui-Song Xia, Weiming Shen, Liangpei Zhang
2022	C	`conf`	High Resolution Remote Sensing Image Semantic Segmentation Based on Ultra-Lightweight Fully Convolution Neural Network. IGARSS Bo Li, Pengyuan Lv, Yanfei Zhong, Liangpei Zhang
2022	J	`jnl`	Holistically-Attracted Wireframe Parsing: From Supervised to Self-Supervised Learning. CoRR Nan Xue, Tianfu Wu, Song Bai, Fu-Dong Wang, Gui-Song Xia, Liangpei Zhang, Philip H. S. Torr
2022	J	`jnl`	HyperNet: Self-Supervised Hyperspectral Spatial-Spectral Feature Understanding Network for Hyperspectral Change Detection. CoRR Meiqi Hu, Chen Wu, Liangpei Zhang
2022	J	`jnl`	HyperNet: Self-Supervised Hyperspectral Spatial-Spectral Feature Understanding Network for Hyperspectral Change Detection. IEEE Trans. Geosci. Remote. Sens. Meiqi Hu, Chen Wu, Liangpei Zhang
2022	J	`jnl`	Hyperspectral Anomaly Detection Based on Machine Learning: An Overview. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Yichu Xu, Lefei Zhang, Bo Du, Liangpei Zhang
2022	J	`jnl`	Joint Total Variation With Nonnegative Constrained Least Square for Sea Ice Concentration Estimation in Low Concentration Areas of Antarctica. IEEE Geosci. Remote. Sens. Lett. Tingting Liu, Miaojiang Wang, Zemin Wang, Ruyi Feng, Chunxia Zhou, Liangpei Zhang
2022	J	`jnl`	Land-Use/Land-Cover Change Detection Based on Class-Prior Object-Oriented Conditional Random Field Framework for High Spatial Resolution Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. Sunan Shi, Yanfei Zhong, Ji Zhao, Pengyuan Lv, Yinhe Liu, Liangpei Zhang
2022	A*	`conf`	Learning Local-Global Contextual Adaptation for Multi-Person Pose Estimation. CVPR Nan Xue, Tianfu Wu, Gui-Song Xia, Liangpei Zhang
2022	J	`jnl`	Local Spatial Constraint and Total Variation for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. Ruyi Feng, Hao Li, Lizhe Wang, Yanfei Zhong, Liangpei Zhang, Tieyong Zeng
2022	J	`jnl`	Local-Global Feature-Aware Transformer Based Residual Network for Hyperspectral Image Denoising. IEEE Trans. Geosci. Remote. Sens. Fengfeng Wang, Jie Li, Qiangqiang Yuan, Liangpei Zhang
2022	J	`jnl`	MAP-Net: SAR and Optical Image Matching via Image-Based Convolutional Network With Attention Mechanism and Spatial Pyramid Aggregated Pooling. IEEE Trans. Geosci. Remote. Sens. Song Cui, Ailong Ma, Liangpei Zhang, Miaozhong Xu, Yanfei Zhong
2022	C	`conf`	Mae-Net: A Micro Network Architecture Evolutionary Search Method for Remote Sensing Image Scene Classification. IGARSS Yuting Wan, Yanfei Zhong, Ailong Ma, Junjue Wang, Liangpei Zhang
2022	J	`jnl`	Multiobjective Sine Cosine Algorithm for Remote Sensing Image Spatial-Spectral Clustering. IEEE Trans. Cybern. Yuting Wan, Ailong Ma, Liangpei Zhang, Yanfei Zhong
2022	J	`jnl`	Multivehicle Object Tracking in Satellite Video Enhanced by Slow Features and Motion Features. IEEE Trans. Geosci. Remote. Sens. Jialian Wu, Xin Su, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang
2022	—	`conf`	NTIRE 2022 Spectral Recovery Challenge and Data Set. CVPR Workshops Boaz Arad, Radu Timofte, Rony Yahel, Nimrod Morag, Amir Bernat, Yuanhao Cai, Jing Lin, Zudi Lin, Haoqian Wang, Yulun Zhang, Hanspeter Pfister, Luc Van Gool, Shuai Liu, Yongqiang Li, Chaoyu Feng, Lei Lei, Jiaojiao Li, Songcheng Du, Chaoxiong Wu, Yihong Leng, Rui Song, Mingwei Zhang, Chongxing Song, Shuyi Zhao, Zhiqiang Lang, Wei Wei, Lei Zhang, Renwei Dian, Tianci Shan, Anjing Guo, Chengguo Feng, Jinyang Liu, Mirko Agarla, Simone Bianco, Marco Buzzelli, Luigi Celona, Raimondo Schettini, Jiang He, Yi Xiao, Jiajun Xiao, Qiangqiang Yuan, Jie Li, Liangpei Zhang, Taesung Kwon, Dohoon Ryu, Hyokyoung Bae, Hao-Hsiang Yang, Hua-En Chang, Zhi-Kai Huang, Wei-Ting Chen, Sy-Yen Kuo, Junyu Chen, Haiwei Li, Song Liu, Sabari Nathan, K. Uma, B. Sathya Bama, S. Mohamed Mansoor Roomi
2022	J	`jnl`	Non-Local Meets Global: An Iterative Paradigm for Hyperspectral Image Restoration. IEEE Trans. Pattern Anal. Mach. Intell. Wei He, Quanming Yao, Chao Li, Naoto Yokoya, Qibin Zhao, Hongyan Zhang, Liangpei Zhang
2022	J	`jnl`	Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges. IEEE Trans. Pattern Anal. Mach. Intell. Jian Ding, Nan Xue, Gui-Song Xia, Xiang Bai, Wen Yang, Michael Ying Yang, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang
2022	J	`jnl`	Oil Spill Contextual and Boundary-Supervised Detection Network Based on Marine SAR Images. IEEE Trans. Geosci. Remote. Sens. Qiqi Zhu, Yanan Zhang, Ziqi Li, Xiaorui Yan, Qingfeng Guan, Yanfei Zhong, Liangpei Zhang, Deren Li
2022	J	`jnl`	Open-Source Data-Driven Cross-Domain Road Detection From Very High Resolution Remote Sensing Imagery. IEEE Trans. Image Process. Xiaoyan Lu, Yanfei Zhong, Liangpei Zhang
2022	J	`jnl`	PoNet: A universal physical optimization-based spectral super-resolution network for arbitrary multispectral images. Inf. Fusion Jiang He, Qiangqiang Yuan, Jie Li, Liangpei Zhang
2022	J	`jnl`	Remote Sensing Image Spatiotemporal Fusion via a Generative Adversarial Network With One Prior Image Pair. IEEE Trans. Geosci. Remote. Sens. Yiyao Song, Hongyan Zhang, He Huang, Liangpei Zhang
2022	C	`conf`	Remote Sensing Image Super-Resolution via Dilated Convolution Network with Gradient Prior. IGARSS Ziyu Liu, Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liangpei Zhang, Tieyong Zeng
2022	C	`conf`	Review of Vision Transformer Models for Remote Sensing Image Scene Classification. IGARSS Pengyuan Lv, Wenjun Wu, Yanfei Zhong, Liangpei Zhang
2022	J	`jnl`	SCViT: A Spatial-Channel Feature Preserving Vision Transformer for Remote Sensing Image Scene Classification. IEEE Trans. Geosci. Remote. Sens. Pengyuan Lv, Wenjun Wu, Yanfei Zhong, Fang Du, Liangpei Zhang
2022	J	`jnl`	SPNet: Spectral Patching End-to-End Classification Network for UAV-Borne Hyperspectral Imagery With High Spatial and Spectral Resolutions. IEEE Trans. Geosci. Remote. Sens. Xin Hu, Yanfei Zhong, Xinyu Wang, Chang Luo, Ji Zhao, Lei Lei, Liangpei Zhang
2022	J	`jnl`	Satellite Video Super-Resolution via Multiscale Deformable Convolution Alignment and Temporal Grouping Projection. IEEE Trans. Geosci. Remote. Sens. Yi Xiao, Xin Su, Qiangqiang Yuan, Denghong Liu, Huanfeng Shen, Liangpei Zhang
2022	J	`jnl`	Space-time super-resolution for satellite video: A joint framework based on multi-scale spatial-temporal transformer. Int. J. Appl. Earth Obs. Geoinformation Yi Xiao, Qiangqiang Yuan, Jiang He, Qiang Zhang, Jing Sun, Xin Su, Jialian Wu, Liangpei Zhang
2022	J	`jnl`	Spatial-Spectral Joint Reconstruction With Interband Correlation for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. Dehui Zhu, Bo Du, Yanni Dong, Liangpei Zhang
2022	J	`jnl`	Spectral Response Function-Guided Deep Optimization-Driven Network for Spectral Super-Resolution. IEEE Trans. Neural Networks Learn. Syst. Jiang He, Jie Li, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang
2022	—	`conf`	Spectrum-Aware and Transferable Architecture Search for Hyperspectral Image Restoration. ECCV (19) Wei He, Quanming Yao, Naoto Yokoya, Tatsumi Uezato, Hongyan Zhang, Liangpei Zhang
2022	J	`jnl`	Super-Resolution-Based Change Detection Network With Stacked Attention Module for Images With Different Resolutions. IEEE Trans. Geosci. Remote. Sens. Mengxi Liu, Qian Shi, Andrea Marinoni, Da He, Xiaoping Liu, Liangpei Zhang
2022	J	`jnl`	Three-Dimensional Change Detection in Urban Areas Based on Complementary Evidence Fusion. IEEE Trans. Geosci. Remote. Sens. Shiqi Tian, Yanfei Zhong, Ailong Ma, Liangpei Zhang
2022	J	`jnl`	Unsupervised Change Detection in Multitemporal VHR Images Based on Deep Kernel PCA Convolutional Mapping Network. IEEE Trans. Cybern. Chen Wu, Hongruixuan Chen, Bo Du, Liangpei Zhang
2022	J	`jnl`	Unsupervised Deep Hyperspectral Video Target Tracking and High Spectral-Spatial-Temporal Resolution (H³) Benchmark Dataset. IEEE Trans. Geosci. Remote. Sens. Zhenqi Liu, Yanfei Zhong, Xinyu Wang, Meng Shu, Liangpei Zhang
2022	J	`jnl`	Unsupervised Spectral-Spatial Semantic Feature Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Huilin Xu, Wei He, Liangpei Zhang, Hongyan Zhang
2022	J	`jnl`	Weighted Feature Fusion of Convolutional Neural Network and Graph Attention Network for Hyperspectral Image Classification. IEEE Trans. Image Process. Yanni Dong, Quanwei Liu, Bo Du, Liangpei Zhang
2021	C	`conf`	A New Comprehensive Drought Index Based on Response Adjustment for Vegetation Types. IGARSS Guoying Yin, Hongyan Zhang, Liangpei Zhang
2021	J	`jnl`	A Spectral-Spatial-Dependent Global Learning Framework for Insufficient and Imbalanced Hyperspectral Image Classification. CoRR Qiqi Zhu, Weihuan Deng, Zhuo Zheng, Yanfei Zhong, Qingfeng Guan, Weihua Lin, Liangpei Zhang, Deren Li
2021	J	`jnl`	A Superpixel Guided Sample Selection Neural Network for Handling Noisy Labels in Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Huilin Xu, Hongyan Zhang, Liangpei Zhang
2021	J	`jnl`	Adaptive Spectral-Spatial Multiscale Contextual Feature Extraction for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Di Wang, Bo Du, Liangpei Zhang, Yonghao Xu
2021	J	`jnl`	Advances in spaceborne hyperspectral remote sensing in China. Geo spatial Inf. Sci. Yanfei Zhong, Xinyu Wang, Shaoyu Wang, Liangpei Zhang
2021	C	`conf`	Adversarial Fine-Grained Adaptation Network for Cross-Scene Classification. IGARSS Sihan Zhu, Fulin Luo, Bo Du, Liangpei Zhang
2021	J	`jnl`	An Integrated Framework for the Heterogeneous Spatio-Spectral-Temporal Fusion of Remote Sensing Images. CoRR Menghui Jiang, Huanfeng Shen, Jie Li, Liangpei Zhang
2021	J	`jnl`	An automated early-season method to map winter wheat using time-series Sentinel-2 data: A case study of Shandong, China. Comput. Electron. Agric. Hongyan Zhang, Hongyu Du, Chengkang Zhang, Liangpei Zhang
2021	J	`jnl`	An investigation of traffic density changes inside Wuhan during the COVID-19 epidemic with GF-2 time-series images. Int. J. Appl. Earth Obs. Geoinformation Chen Wu, Yinong Guo, Haonan Guo, Jingwen Yuan, Lixiang Ru, Hongruixuan Chen, Bo Du, Liangpei Zhang
2021	J	`jnl`	Assessing the Threat of Adversarial Examples on Deep Neural Networks for Remote Sensing Scene Classification: Attacks and Defenses. IEEE Trans. Geosci. Remote. Sens. Yonghao Xu, Bo Du, Liangpei Zhang
2021	C	`conf`	Automatically Adjustable Multi-Scale Feature Extraction Framework for Hyperspectral Image Classification. IGARSS Jiaqi Yang, Bo Du, Chen Wu, Liangpei Zhang
2021	J	`jnl`	Autonomous Endmember Detection via an Abundance Anomaly Guided Saliency Prior for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. Xinyu Wang, Yanfei Zhong, Chunyang Cui, Liangpei Zhang, Yanyan Xu
2021	J	`jnl`	Binary Change Guided Hyperspectral Multiclass Change Detection. CoRR Meiqi Hu, Chen Wu, Bo Du, Liangpei Zhang
2021	C	`conf`	Change Cross-Detection Based on Label Improvements and Multi-Model Fusion for Multi-Temporal Remote Sensing Images. IGARSS Zhuohong Li, Fangxiao Lu, Hongyan Zhang, Guangyi Yang, Liangpei Zhang
2021	A*	`conf`	Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery. ICCV Zhuo Zheng, Ailong Ma, Liangpei Zhang, Yanfei Zhong
2021	J	`jnl`	Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery. CoRR Zhuo Zheng, Ailong Ma, Liangpei Zhang, Yanfei Zhong
2021	J	`jnl`	Correction to "Scene-Driven Multitask Parallel Attention Network for Building Extraction in High-Resolution Remote Sensing Images". IEEE Trans. Geosci. Remote. Sens. Haonan Guo, Qian Shi, Bo Du, Liangpei Zhang, Dongzhi Wang, Huaxiang Ding
2021	J	`jnl`	Coupling Model-Driven and Data-Driven Methods for Remote Sensing Image Restoration and Fusion. CoRR Huanfeng Shen, Menghui Jiang, Jie Li, Chenxia Zhou, Qiangqiang Yuan, Liangpei Zhang
2021	J	`jnl`	Deep Convolutional Neural Network Framework for Subpixel Mapping. IEEE Trans. Geosci. Remote. Sens. Da He, Yanfei Zhong, Xinyu Wang, Liangpei Zhang
2021	C	`conf`	EDLAD: An Encoder-Decoder Long Short-Term Memory Network-Based Anomaly Detector for Hyperspectral Images. IGARSS Dehui Zhu, Bo Du, Liangpei Zhang
2021	J	`jnl`	Enhanced Multiscale Feature Fusion Network for HSI Classification. IEEE Trans. Geosci. Remote. Sens. Jiaqi Yang, Chen Wu, Bo Du, Liangpei Zhang
2021	J	`jnl`	Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning. IEEE Trans. Geosci. Remote. Sens. Shengjie Liu, Qian Shi, Liangpei Zhang
2021	J	`jnl`	Generating Comparable and Fine-Scale Time Series of Summer Land Surface Temperature for Thermal Environment Monitoring. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Yao Shen, Huanfeng Shen, Qing Cheng, Liangpei Zhang
2021	J	`jnl`	Hidden Path Selection Network for Semantic Segmentation of Remote Sensing Images. CoRR Kunping Yang, Xin-Yi Tong, Gui-Song Xia, Weiming Shen, Liangpei Zhang
2021	C	`conf`	How to Construct a Deep Network-Based Hyperspectral Target Detector? - A LSTM Inspired Method. IGARSS Dehui Zhu, Bo Du, Liangpei Zhang
2021	J	`jnl`	Hyperspectral Anomaly Change Detection Based on Autoencoder. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Meiqi Hu, Chen Wu, Liangpei Zhang, Bo Du
2021	J	`jnl`	Hyperspectral Endmember Extraction by (μ + λ) Multiobjective Differential Evolution Algorithm Based on Ranking Multiple Mutations. IEEE Trans. Geosci. Remote. Sens. Lyuyang Tong, Bo Du, Rong Liu, Liangpei Zhang, Kay Chen Tan
2021	J	`jnl`	Hyperspectral Image Denoising Using a 3-D Attention Denoising Network. IEEE Trans. Geosci. Remote. Sens. Qian Shi, Xiaopei Tang, Taoru Yang, Rong Liu, Liangpei Zhang
2021	J	`jnl`	Interpretable Hyperspectral AI: When Non-Convex Modeling meets Hyperspectral Remote Sensing. CoRR Danfeng Hong, Wei He, Naoto Yokoya, Jing Yao, Lianru Gao, Liangpei Zhang, Jocelyn Chanussot, Xiao Xiang Zhu
2021	J	`jnl`	LR-Net: Low-Rank Spatial-Spectral Network for Hyperspectral Image Denoising. IEEE Trans. Image Process. Hongyan Zhang, Hongyu Chen, Guangyi Yang, Liangpei Zhang
2021	—	`conf`	LUAI Challenge 2021 on Learning to Understand Aerial Images. ICCVW Gui-Song Xia, Jian Ding, Ming Qian, Nan Xue, Jiaming Han, Xiang Bai, Michael Ying Yang, Shengyang Li, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang, Qiang Zhou, Chao-hui Yu, Kaixuan Hu, Yingjia Bu, Wenming Tan, Zhe Yang, Wei Li, Shang Liu, Jiaxuan Zhao, Tianzhi Ma, Zi-han Gao, Lingqi Wang, Yi Zuo, Licheng Jiao, Chang Meng, Hao Wang, Jiahao Wang, Yiming Hui, Zhuojun Dong, Jie Zhang, Qianyue Bao, Zixiao Zhang, Fang Liu
2021	J	`jnl`	LUAI Challenge 2021 on Learning to Understand Aerial Images. CoRR Gui-Song Xia, Jian Ding, Ming Qian, Nan Xue, Jiaming Han, Xiang Bai, Michael Ying Yang, Shengyang Li, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang, Qiang Zhou, Chao-hui Yu, Kaixuan Hu, Yingjia Bu, Wenming Tan, Zhe Yang, Wei Li, Shang Liu, Jiaxuan Zhao, Tianzhi Ma, Zi-han Gao, Lingqi Wang, Yi Zuo, Licheng Jiao, Chang Meng, Hao Wang, Jiahao Wang, Yiming Hui, Zhuojun Dong, Jie Zhang, Qianyue Bao, Zixiao Zhang, Fang Liu
2021	J	`jnl`	Learning Regional Attraction for Line Segment Detection. IEEE Trans. Pattern Anal. Mach. Intell. Nan Xue, Song Bai, Fu-Dong Wang, Gui-Song Xia, Tianfu Wu, Liangpei Zhang, Philip H. S. Torr
2021	C	`conf`	Low-Rank Representation Incorporating Local Spatial Constraint for Hyperspectral Anomaly Detection. IGARSS Hao Li, Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liangpei Zhang, Lifei Wei
2021	J	`jnl`	Multi-temporal cloud detection based on robust PCA for optical remote sensing imagery. Comput. Electron. Agric. Hongyan Zhang, Qi Huang, Han Zhai, Liangpei Zhang
2021	J	`jnl`	NESZ Estimation and Calibration for Gaofen-3 Polarimetric Products by the Minimum Noise Envelope Estimator. IEEE Trans. Geosci. Remote. Sens. Lei Shi, Le Yang, Lingli Zhao, Pingxiang Li, Jie Yang, Liangpei Zhang
2021	J	`jnl`	Nonlocal Means Regularized Sketched Reweighted Sparse and Low-Rank Subspace Clustering for Large Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li
2021	J	`jnl`	Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges. CoRR Jian Ding, Nan Xue, Gui-Song Xia, Xiang Bai, Wen Yang, Michael Ying Yang, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang
2021	J	`jnl`	On Creating Benchmark Dataset for Aerial Image Interpretation: Reviews, Guidances, and Million-AID. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Yang Long, Gui-Song Xia, Shengyang Li, Wen Yang, Michael Ying Yang, Xiao Xiang Zhu, Liangpei Zhang, Deren Li
2021	—	`conf`	Phenology Alignment Network: A Novel Framework for Cross-Regional Time Series Crop Classification. CVPR Workshops Ziqiao Wang, Hongyan Zhang, Wei He, Liangpei Zhang
2021	J	`jnl`	Physics-Based GAN With Iterative Refinement Unit for Hyperspectral and Multispectral Image Fusion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Jiajun Xiao, Jie Li, Qiangqiang Yuan, Menghui Jiang, Liangpei Zhang
2021	J	`jnl`	RSNet: The Search for Remote Sensing Deep Neural Networks in Recognition Tasks. IEEE Trans. Geosci. Remote. Sens. Junjue Wang, Yanfei Zhong, Zhuo Zheng, Ailong Ma, Liangpei Zhang
2021	J	`jnl`	Remote Sensing Image Spatiotemporal Fusion Using a Generative Adversarial Network. IEEE Trans. Geosci. Remote. Sens. Hongyan Zhang, Yiyao Song, Chang Han, Liangpei Zhang
2021	J	`jnl`	Robust Self-Ensembling Network for Hyperspectral Image Classification. CoRR Yonghao Xu, Bo Du, Liangpei Zhang
2021	J	`jnl`	Scale-Robust Deep-Supervision Network for Mapping Building Footprints From High-Resolution Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Haonan Guo, Xin Su, Shengkun Tang, Bo Du, Liangpei Zhang
2021	J	`jnl`	Scene-Driven Multitask Parallel Attention Network for Building Extraction in High-Resolution Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. Haonan Guo, Qian Shi, Bo Du, Liangpei Zhang, Dongzhi Wang, Huaxiang Ding
2021	J	`jnl`	Self-Attention Context Network: Addressing the Threat of Adversarial Attacks for Hyperspectral Image Classification. IEEE Trans. Image Process. Yonghao Xu, Bo Du, Liangpei Zhang
2021	J	`jnl`	Self-Ensembling GAN for Cross-Domain Semantic Segmentation. CoRR Yonghao Xu, Fengxiang He, Bo Du, Liangpei Zhang, Dacheng Tao
2021	J	`jnl`	Single-Spectrum-Driven Binary-Class Sparse Representation Target Detector for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. Dehui Zhu, Bo Du, Liangpei Zhang
2021	J	`jnl`	Sparsity-Based Clustering for Large Hyperspectral Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li
2021	J	`jnl`	Spatial domain bridge transfer : An automated paddy rice mapping method with no training data required and decreased image inputs for the large cloudy area. Comput. Electron. Agric. Chengkang Zhang, Hongyan Zhang, Liangpei Zhang
2021	J	`jnl`	Spectral-Spatial Graph Reasoning Network for Hyperspectral Image Classification. CoRR Di Wang, Bo Du, Liangpei Zhang
2021	J	`jnl`	Super-resolution-based Change Detection Network with Stacked Attention Module for Images with Different Resolutions. CoRR Mengxi Liu, Qian Shi, Andrea Marinoni, Da He, Xiaoping Liu, Liangpei Zhang
2021	J	`jnl`	Superpixel-Based Reweighted Low-Rank and Total Variation Sparse Unmixing for Hyperspectral Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. Hao Li, Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liangpei Zhang
2021	C	`conf`	Thick Cloud Removal for Sentinel-2 Time-Series Images via Combining Deep Prior and Low-Rank Tensor Completion. IGARSS Qiang Zhang, Fujun Sun, Qiangqiang Yuan, Liangpei Zhang
2021	C	`conf`	Toward Dataset Construction for Remote Sensing Image Interpretation. IGARSS Yang Long, Gui-Song Xia, Wen Yang, Liangpei Zhang, Deren Li
2021	J	`jnl`	Traffic Density Reduction Caused by City Lockdowns Across the World During the COVID-19 Epidemic: From the View of High-Resolution Remote Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Chen Wu, Sihan Zhu, Jiaqi Yang, Meiqi Hu, Bo Du, Liangpei Zhang, Lefei Zhang, Chengxi Han, Meng Lan
2021	J	`jnl`	Transportation Density Reduction Caused by City Lockdowns Across the World during the COVID-19 Epidemic: From the View of High-resolution Remote Sensing Imagery. CoRR Chen Wu, Sihan Zhu, Jiaqi Yang, Meiqi Hu, Bo Du, Liangpei Zhang, Lefei Zhang, Chengxi Han, Meng Lan
2021	J	`jnl`	Two-Stream Convolutional Networks for Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. Dehui Zhu, Bo Du, Liangpei Zhang
2021	C	`conf`	Weakly Supervised Convolutional Neural Networks for Hyperspectral Unmixing. IGARSS Jiayu Bai, Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liangpei Zhang
2020	J	`jnl`	A Low-Rank and Sparse Matrix Decomposition- Based Dictionary Reconstruction and Anomaly Extraction Framework for Hyperspectral Anomaly Detection. IEEE Geosci. Remote. Sens. Lett. Yichu Xu, Bo Du, Liangpei Zhang, Shizhen Chang
2020	J	`jnl`	A Measurement of Transportation Ban inside Wuhan on the COVID-19 Epidemic by Vehicle Detection in Remote Sensing Imagery. CoRR Chen Wu, Jingwen Yuan, Lixiang Ru, Hongruixuan Chen, Bo Du, Liangpei Zhang
2020	C	`conf`	A Modified D-Linknet with Transfer Learning for Road Extraction from High-Resolution Remote Sensing. IGARSS Yanan Zhang, Qiqi Zhu, Yanfei Zhong, Qingfeng Guan, Liangpei Zhang, Deren Li
2020	J	`jnl`	A Spatial-Spectral Adaptive Haze Removal Method for Visible Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. Huanfeng Shen, Chi Zhang, Huifang Li, Quan Yuan, Liangpei Zhang
2020	J	`jnl`	A Subspace Selection-Based Discriminative Forest Method for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. Shizhen Chang, Bo Du, Liangpei Zhang
2020	J	`jnl`	Accessing the temporal and spectral features in crop type mapping using multi-temporal Sentinel-2 imagery: A case study of Yi'an County, Heilongjiang province, China. Comput. Electron. Agric. Hongyan Zhang, Jinzhong Kang, Xiong Xu, Liangpei Zhang
2020	J	`jnl`	Beyond the Patchwise Classification: Spectral-Spatial Fully Convolutional Networks for Hyperspectral Image Classification. IEEE Trans. Big Data Yonghao Xu, Bo Du, Liangpei Zhang
2020	J	`jnl`	COLOR: Cycling, Offline Learning, and Online Representation Framework for Airport and Airplane Detection Using GF-2 Satellite Images. IEEE Trans. Geosci. Remote. Sens. Yanfei Zhong, Zhuo Zheng, Ailong Ma, Xiaoyan Lu, Liangpei Zhang
2020	J	`jnl`	Can Terrestrial Restoration Methodologies be Transferred to Planetary Hyperspectral Imagery? A Quantitative Intercomparison and Discussion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Shuheng Zhao, Jie Li, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang
2020	J	`jnl`	Change Detection in Multisource VHR Images via Deep Siamese Convolutional Multiple-Layers Recurrent Neural Network. IEEE Trans. Geosci. Remote. Sens. Hongruixuan Chen, Chen Wu, Bo Du, Liangpei Zhang, Le Wang
2020	C	`conf`	Combined the Data-Driven with Model-Driven Stragegy: A Novel Framework for Mixed Noise Removal in Hyperspectral Image. IGARSS Qiang Zhang, Fujun Sun, Qiangqiang Yuan, Jie Li, Huanfeng Shen, Liangpei Zhang
2020	J	`jnl`	DSDANet: Deep Siamese Domain Adaptation Convolutional Neural Network for Cross-domain Change Detection. CoRR Hongruixuan Chen, Chen Wu, Bo Du, Liangpei Zhang
2020	J	`jnl`	Deep Siamese Domain Adaptation Convolutional Neural Network for Cross-domain Change Detection in Multispectral Images. CoRR Hongruixuan Chen, Chen Wu, Bo Du, Liangpei Zhang
2020	J	`jnl`	DiRS: On Creating Benchmark Datasets for Remote Sensing Image Interpretation. CoRR Yang Long, Gui-Song Xia, Shengyang Li, Wen Yang, Michael Ying Yang, Xiao Xiang Zhu, Liangpei Zhang, Deren Li
2020	J	`jnl`	Dimensionality Reduction With Enhanced Hybrid-Graph Discriminant Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Fulin Luo, Liangpei Zhang, Bo Du, Lefei Zhang
2020	J	`jnl`	Exploiting Deep Features for Remote Sensing Image Retrieval: A Systematic Investigation. IEEE Trans. Big Data Xin-Yi Tong, Gui-Song Xia, Fan Hu, Yanfei Zhong, Mihai Datcu, Liangpei Zhang
2020	J	`jnl`	FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification. CoRR Zhuo Zheng, Yanfei Zhong, Ailong Ma, Liangpei Zhang
2020	J	`jnl`	FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Zhuo Zheng, Yanfei Zhong, Ailong Ma, Liangpei Zhang
2020	J	`jnl`	Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning. CoRR Shengjie Liu, Qian Shi, Liangpei Zhang
2020	A*	`conf`	Holistically-Attracted Wireframe Parsing. CVPR Nan Xue, Tianfu Wu, Song Bai, Fudong Wang, Gui-Song Xia, Liangpei Zhang, Philip H. S. Torr
2020	J	`jnl`	Holistically-Attracted Wireframe Parsing. CoRR Nan Xue, Tianfu Wu, Song Bai, Fu-Dong Wang, Gui-Song Xia, Liangpei Zhang, Philip H. S. Torr
2020	J	`jnl`	Hyperspectral Anomaly Change Detection Based on Auto-encoder. CoRR Meiqi Hu, Chen Wu, Liangpei Zhang, Bo Du
2020	J	`jnl`	Hyperspectral Anomaly Detection via Locally Enhanced Low-Rank Prior. IEEE Trans. Geosci. Remote. Sens. Shaoyu Wang, Xinyu Wang, Yanfei Zhong, Liangpei Zhang
2020	J	`jnl`	Hyperspectral Image Denoising With Total Variation Regularization and Nonlocal Low-Rank Tensor Decomposition. IEEE Trans. Geosci. Remote. Sens. Hongyan Zhang, Lu Liu, Wei He, Liangpei Zhang
2020	C	`conf`	Learning Discriminative Global and Local Features for Building Extraction from Aerial Images. IGARSS Yue Liao, Hongyan Zhang, Guangyi Yang, Liangpei Zhang
2020	C	`conf`	Lunar Hyperspectral Image Destriping Method Using Low-Rank Matrix Recovery and Guided Profile. IGARSS Shuheng Zhao, Qiangqiang Yuan, Jie Li, Huanfeng Shen, Liangpei Zhang
2020	J	`jnl`	Mining Deep Semantic Representations for Scene Classification of High-Resolution Remote Sensing Imagery. IEEE Trans. Big Data Fan Hu, Gui-Song Xia, Wen Yang, Liangpei Zhang
2020	J	`jnl`	Monitoring Three-Decade Expansion of China's Major Cities Based on Satellite Remote Sensing Images. Remote. Sens. Yao Shen, Huanfeng Shen, Qing Cheng, Liwen Huang, Liangpei Zhang
2020	J	`jnl`	Multi-Objective Sparse Subspace Clustering for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. Yuting Wan, Yanfei Zhong, Ailong Ma, Liangpei Zhang
2020	J	`jnl`	Multiobjective Hyperspectral Feature Selection Based on Discrete Sine Cosine Algorithm. IEEE Trans. Geosci. Remote. Sens. Yuting Wan, Ailong Ma, Yanfei Zhong, Xin Hu, Liangpei Zhang
2020	J	`jnl`	Multiobjective Subpixel Mapping With Multiple Shifted Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. Mi Song, Yanfei Zhong, Ailong Ma, Xiong Xu, Liangpei Zhang
2020	J	`jnl`	Non-local Meets Global: An Iterative Paradigm for Hyperspectral Image Restoration. CoRR Wei He, Quanming Yao, Chao Li, Naoto Yokoya, Qibin Zhao, Hongyan Zhang, Liangpei Zhang
2020	J	`jnl`	Polarimetric SAR Calibration and Residual Error Estimation When Corner Reflectors Are Unavailable. IEEE Trans. Geosci. Remote. Sens. Lei Shi, Pingxiang Li, Jie Yang, Liangpei Zhang, Xiaoli Ding, Lingli Zhao
2020	A*	`conf`	Positive Unlabeled Learning with Class-prior Approximation. IJCAI Shizhen Chang, Bo Du, Liangpei Zhang
2020	C	`conf`	Recovery of the Carbon Monoxide Product from S5P-TROPOMI by Fusing Multiple Datasets: A Case Study in Hubei Province, China. IGARSS Yuan Wang, Qiangqiang Yuan, Ruixue Xiao, Tongwen Li, Liangpei Zhang
2020	C	`conf`	Remote Sensing Image Spatio-Temporal Fusion via a Generative Adversarial Network Through One Prior Image Pair. IGARSS Yiyao Song, Hongyan Zhang, Liangpei Zhang
2020	J	`jnl`	Review on graph learning for dimensionality reduction of hyperspectral image. Geo spatial Inf. Sci. Liangpei Zhang, Fulin Luo
2020	C	`conf`	Semi-Automatic Fully Sparse Semantic Modeling Framework for Hyperspectral Unmixing. IGARSS Linlin Wang, Qiqi Zhu, Wen Zeng, Yanfei Zhong, Qingfeng Guan, Liangpei Zhang, Deren Li
2020	C	`conf`	Semi-Supervised Hyperspectral Unmixing with Very Deep Convolutional Neural Networks. IGARSS Jiayu Bai, Ruyi Feng, Lizhe Wang, Hao Li, Fengpeng Li, Yanfei Zhong, Liangpei Zhang
2020	J	`jnl`	Sparse-Adaptive Hypergraph Discriminant Analysis for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. Fulin Luo, Liangpei Zhang, Xiaocheng Zhou, Tan Guo, Yanxiang Cheng, Tailang Yin
2020	J	`jnl`	Spatial-spectral weighted nuclear norm minimization for hyperspectral image denoising. Neurocomputing Xinjian Huang, Bo Du, Dapeng Tao, Liangpei Zhang
2020	J	`jnl`	Spectral Response Function Guided Deep Optimization-driven Network for Spectral Super-resolution. CoRR Jiang He, Jie Li, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang
2020	J	`jnl`	Spectral-Spatial-Temporal MAP-Based Sub-Pixel Mapping for Land-Cover Change Detection. IEEE Trans. Geosci. Remote. Sens. Da He, Yanfei Zhong, Liangpei Zhang
2020	C	`conf`	Super Resolution Generative Adversarial Network Based Image Augmentation for Scene Classification of Remote Sensing Images. IGARSS Qiqi Zhu, Xin Fan, Yanfei Zhong, Qingfeng Guan, Liangpei Zhang, Deren Li
2020	C	`conf`	Topic Model for Remote Sensing Data: A Comprehensive Review. IGARSS Qiqi Zhu, Jiangqin Wan, Yanfei Zhong, Qingfeng Guan, Liangpei Zhang, Deren Li
2020	C	`conf`	Urban Scenes Change Detection Based on Multi-Scale Irregular Bag of Visual Features for High Spatial Resolution Imagery. IGARSS Jiale Chen, Qiqi Zhu, Yanfei Zhong, Qingfeng Guan, Liangpei Zhang, Deren Li
2019	C	`conf`	A Novel Robust Feature Descriptor for Multi-Source Remote Sensing Image Registration. IGARSS Song Cui, Yanfei Zhong, Ailong Ma, Liangpei Zhang
2019	C	`conf`	A Sparse Autoencoder Based Hyperspectral Anomaly Detection Algorihtm Using Residual of Reconstruction Error. IGARSS Shizhen Chang, Bo Du, Liangpei Zhang
2019	—	`conf`	A Study for Hyperspectral Anomaly Change Detection on "Viareggio 2013 Trial" Dataset. MultiTemp Chen Wu, Yukun Lin, Bo Du, Liangpei Zhang
2019	J	`jnl`	ANSGA-III: A Multiobjective Endmember Extraction Algorithm for Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Qian Cheng, Bo Du, Liangpei Zhang, Rong Liu
2019	J	`jnl`	Advanced Multi-Sensor Optical Remote Sensing for Urban Land Use and Land Cover Classification: Outcome of the 2018 IEEE GRSS Data Fusion Contest. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Yonghao Xu, Bo Du, Liangpei Zhang, Daniele Cerra, Miguel Pato, Emiliano Carmona, Saurabh Prasad, Naoto Yokoya, Ronny Hänsch, Bertrand Le Saux
2019	J	`jnl`	An Improved Multiobjective Discrete Particle Swarm Optimization for Hyperspectral Endmember Extraction. IEEE Trans. Geosci. Remote. Sens. Lyuyang Tong, Bo Du, Rong Liu, Liangpei Zhang
2019	J	`jnl`	An Improved Single-Channel Polar Region Ice Surface Temperature Retrieval Algorithm Using Landsat-8 Data. IEEE Trans. Geosci. Remote. Sens. Yachao Li, Tingting Liu, Mohammed Shokr, Zemin Wang, Liangpei Zhang
2019	J	`jnl`	Antinoise Hyperspectral Image Fusion by Mining Tensor Low-Multilinear-Rank and Variational Properties. IEEE Trans. Geosci. Remote. Sens. Jie Li, Xinxin Liu, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang
2019	J	`jnl`	Binary-Class Collaborative Representation for Target Detection in Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. Dehui Zhu, Bo Du, Liangpei Zhang
2019	J	`jnl`	Blind Hyperspectral Unmixing Considering the Adjacency Effect. IEEE Trans. Geosci. Remote. Sens. Xinyu Wang, Yanfei Zhong, Liangpei Zhang, Yanyan Xu
2019	C	`conf`	Building Extraction From Remote Sensing Image With Privileged Information. IGARSS Xue Li, Bo Du, Liangpei Zhang
2019	C	`conf`	Cloud Removal of Optical Remote Sensing Imagery with Multitemporal Sar-Optical Data Using X-Mtgan. IGARSS Yu Xia, Hongyan Zhang, Liangpei Zhang, Zhiyu Fan
2019	C	`conf`	Cloud and Shadow Removal for Sentinel-2 by Progressively Spatiotemporal Patch Group Learning. IGARSS Qiang Zhang, Qiangqiang Yuan, Jie Li, Huanfeng Shen, Liangpei Zhang
2019	—	`conf`	Deep Canonical Correlation Analysis Network for Scene Change Detection of Multi-Temporal VHR Imagery. MultiTemp Lixiang Ru, Chen Wu, Bo Du, Liangpei Zhang
2019	—	`conf`	Deep Siamese Multi-scale Convolutional Network for Change Detection in Multi-temporal VHR Images. MultiTemp Hongruixuan Chen, Chen Wu, Bo Du, Liangpei Zhang
2019	J	`jnl`	Deep Siamese Multi-scale Convolutional Network for Change Detection in Multi-temporal VHR Images. CoRR Hongruixuan Chen, Chen Wu, Bo Du, Liangpei Zhang
2019	C	`conf`	Downscaling GNSS-R Based Vegetation Water Content Product Using Random Forest Model. IGARSS Shuwen Li, Qiangqiang Yuan, Linwei Yue, Tongwen Li, Huanfeng Shen, Liangpei Zhang
2019	C	`conf`	Estimating Snow-Depth by Fusing Satellite and Station Observations: A Deep Learning Approach. IGARSS Jiwen Wang, Qiangqiang Yuan, Tongwen Li, Huanfeng Shen, Liangpei Zhang
2019	C	`conf`	Estimating Surface Soil Moisture from Satellite Observations Using Machine Learning Trained on In Situ Measurements in the Continental U.S. IGARSS Hongzhang Xu, Qiangqiang Yuan, Tongwen Li, Huanfeng Shen, Liangpei Zhang
2019	J	`jnl`	Exploring Representativeness and Informativeness for Active Learning. CoRR Bo Du, Zengmao Wang, Lefei Zhang, Liangpei Zhang, Wei Liu, Jialie Shen, Dacheng Tao
2019	J	`jnl`	Feature Learning Using Spatial-Spectral Hypergraph Discriminant Analysis for Hyperspectral Image. IEEE Trans. Cybern. Fulin Luo, Bo Du, Liangpei Zhang, Lefei Zhang, Dacheng Tao
2019	C	`conf`	Garlic Mapping for Sentinel-2 Time-Series Data Using a Random Forest Classifier. IGARSS Zhaoyang Chai, Hongyan Zhang, Xiong Xu, Liangpei Zhang
2019	C	`conf`	High-Resolution Remote Sensing Image Scene Understanding: A Review. IGARSS Qiqi Zhu, Xiongli Sun, Yanfei Zhong, Liangpei Zhang
2019	J	`jnl`	Hybrid Noise Removal in Hyperspectral Imagery With a Spatial-Spectral Gradient Network. IEEE Trans. Geosci. Remote. Sens. Qiang Zhang, Qiangqiang Yuan, Jie Li, Xinxin Liu, Huanfeng Shen, Liangpei Zhang
2019	J	`jnl`	Hyperspectral Image Denoising Employing a Spatial-Spectral Deep Residual Convolutional Neural Network. IEEE Trans. Geosci. Remote. Sens. Qiangqiang Yuan, Qiang Zhang, Jie Li, Huanfeng Shen, Liangpei Zhang
2019	C	`conf`	Hyperspectral Remote Sensing Image Band Selection Via Multi-Objective Sine Cosine Algorithm. IGARSS Yuting Wan, Yanfei Zhong, Ailong Ma, Liangpei Zhang
2019	J	`jnl`	Hyperspectral image unsupervised classification by robust manifold matrix factorization. Inf. Sci. Lefei Zhang, Liangpei Zhang, Bo Du, Jane You, Dacheng Tao
2019	J	`jnl`	Laplacian-Regularized Low-Rank Subspace Clustering for Hyperspectral Image Band Selection. IEEE Trans. Geosci. Remote. Sens. Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li
2019	A*	`conf`	Learning Attraction Field Representation for Robust Line Segment Detection. CVPR Nan Xue, Song Bai, Fudong Wang, Gui-Song Xia, Tianfu Wu, Liangpei Zhang
2019	J	`jnl`	Learning Regional Attraction for Line Segment Detection. CoRR Nan Xue, Song Bai, Fudong Wang, Gui-Song Xia, Tianfu Wu, Liangpei Zhang, Philip H. S. Torr
2019	J	`jnl`	Learning the Synthesizability of Dynamic Texture Samples. IEEE Trans. Image Process. Feng Yang, Gui-Song Xia, Dengxin Dai, Liangpei Zhang
2019	J	`jnl`	Missing Data Reconstruction for Remote Sensing Images With Weighted Low-Rank Tensor Model. IEEE Access Qing Cheng, Qiangqiang Yuan, Michael Kwok-Po Ng, Huanfeng Shen, Liangpei Zhang
2019	J	`jnl`	Monitoring the Variation of Vegetation Water Content with Machine Learning Methods: Point-Surface Fusion of MODIS Products and GNSS-IR Observations. Remote. Sens. Qiangqiang Yuan, Shuwen Li, Linwei Yue, Tongwen Li, Huanfeng Shen, Liangpei Zhang
2019	C	`conf`	Multi-Level Fusion of the Multi-Receptive Fields Contextual Networks and Disparity Network for Pairwise Semantic Stereo. IGARSS Hongyu Chen, Manhui Lin, Hongyan Zhang, Guangyi Yang, Gui-Song Xia, Xianwei Zheng, Liangpei Zhang
2019	J	`jnl`	On Gleaning Knowledge From Cross Domains by Sparse Subspace Correlation Analysis for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Xue Li, Liangpei Zhang, Bo Du, Lefei Zhang
2019	J	`jnl`	Pansharpening for Cloud-Contaminated Very High-Resolution Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. Xiangchao Meng, Huanfeng Shen, Qiangqiang Yuan, Huifang Li, Liangpei Zhang, Weiwei Sun
2019	J	`jnl`	Polarimetric Channel Misregistration Evaluation for the GaoFen-3 QPSI Mode. IEEE Geosci. Remote. Sens. Lett. Lei Shi, Pingxiang Li, Jie Yang, Liangpei Zhang, Xiaoli Ding, Lingli Zhao
2019	J	`jnl`	Review of the pansharpening methods for remote sensing images based on the idea of meta-analysis: Practical discussion and challenges. Inf. Fusion Xiangchao Meng, Huanfeng Shen, Huifang Li, Liangpei Zhang, Randi Fu
2019	J	`jnl`	Robust and Discriminative Labeling for Multi-label Active Learning Based on Maximum Correntropy Criterion. CoRR Bo Du, Zengmao Wang, Lefei Zhang, Liangpei Zhang, Dacheng Tao
2019	A*	`conf`	Self-Ensembling Attention Networks: Addressing Domain Shift for Semantic Segmentation. AAAI Yonghao Xu, Bo Du, Lefei Zhang, Qian Zhang, Guoli Wang, Liangpei Zhang
2019	C	`conf`	Simultaneous Segmentation and Edge Detection for Hyperspectral Image Via a Deep Supervised and boundary-constrained Network. IGARSS Yonghao Xu, Bo Du, Liangpei Zhang
2019	J	`jnl`	Spatial-Spectral Fusion by Combining Deep Learning and Variational Model. IEEE Trans. Geosci. Remote. Sens. Huanfeng Shen, Menghui Jiang, Jie Li, Qiangqiang Yuan, Yanchong Wei, Liangpei Zhang
2019	J	`jnl`	Spatiotemporal Subpixel Geographical Evolution Mapping. IEEE Trans. Geosci. Remote. Sens. Da He, Yanfei Zhong, Liangpei Zhang
2019	C	`conf`	Sub-Pixel Mapping with Multiple Shifted Hyperspectral Images Based on Multiobjective Evolutionary Algorithm. IGARSS Mi Song, Yanfei Zhong, Ailong Ma, Qiqi Zhu, Liqin Cao, Liangpei Zhang
2019	J	`jnl`	Superpixel-based spatial-spectral dimension reduction for hyperspectral imagery classification. Neurocomputing Huilin Xu, Hongyan Zhang, Wei He, Liangpei Zhang
2019	C	`conf`	Tailings Reservoir Disaster and Environmental Monitoring Using the UAV-ground Hyperspectral Joint Observation and Processing: A Case of Study in Xinjiang, the Belt and Road. IGARSS Yuting Wan, Xin Hu, Yanfei Zhong, Ailong Ma, Lifei Wei, Liangpei Zhang
2019	J	`jnl`	Target Dictionary Construction-Based Sparse Representation Hyperspectral Target Detection Methods. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Dehui Zhu, Bo Du, Liangpei Zhang
2019	J	`jnl`	Thick Cloud Removal in High-Resolution Satellite Images Using Stepwise Radiometric Adjustment and Residual Correction. Remote. Sens. Zhiwei Li, Huanfeng Shen, Qing Cheng, Wei Li, Liangpei Zhang
2019	J	`jnl`	Total Variation Regularized Collaborative Representation Clustering With a Locally Adaptive Dictionary for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li
2019	J	`jnl`	Unsupervised Change Detection in Multi-temporal VHR Images Based on Deep Kernel PCA Convolutional Mapping Network. CoRR Chen Wu, Hongruixuan Chen, Bo Du, Liangpei Zhang
2019	J	`jnl`	Unsupervised Deep Slow Feature Analysis for Change Detection in Multi-Temporal Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. Bo Du, Lixiang Ru, Chen Wu, Liangpei Zhang
2019	—	`conf`	Urban Expansion Trajectories in China's 36 Major Cities. JURSE Yao Shen, Huanfeng Shen, Qing Cheng, Liwen Huang, Liangpei Zhang
2019	C	`conf`	Validation of MODIS 1-Km MAIAC Aerosol Products with AERONET in China During 2008-2016. IGARSS Yuan Wang, Qiangqiang Yuan, Haotian Wang, Tongwen Li, Huanfeng Shen, Liangpei Zhang
2018	J	`jnl`	A Deep-Local-Global Feature Fusion Framework for High Spatial Resolution Imagery Scene Classification. Remote. Sens. Qiqi Zhu, Yanfei Zhong, Yanfei Liu, Liangpei Zhang, Deren Li
2018	J	`jnl`	A Multiscale and Multidepth Convolutional Neural Network for Remote Sensing Imagery Pan-Sharpening. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Qiangqiang Yuan, Yancong Wei, Xiangchao Meng, Huanfeng Shen, Liangpei Zhang
2018	J	`jnl`	A New Spectral-Spatial Sub-Pixel Mapping Model for Remotely Sensed Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. Xiong Xu, Xiaohua Tong, Antonio Plaza, Jun Li, Yanfei Zhong, Huan Xie, Liangpei Zhang
2018	C	`conf`	A Remote Sensing Spatiotemporal Fusion Model of Landsat and Modis Data via Deep Learning. IGARSS Peiyu Dai, Hongyan Zhang, Liangpei Zhang, Huanfeng Shen
2018	C	`conf`	A Unified Spatial-Temporal-Spectral Learning Framework for Reconstructing Missing Data in Remote Sensing Images. IGARSS Qiang Zhang, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang
2018	J	`jnl`	A survey on vision-based UAV navigation. Geo spatial Inf. Sci. Yuncheng Lu, Zhucun Xue, Gui-Song Xia, Liangpei Zhang
2018	C	`conf`	AID++: An Updated Version of AID on Scene Classification. IGARSS Pu Jin, Gui-Song Xia, Fan Hu, Qikai Lu, Liangpei Zhang
2018	J	`jnl`	AID++: An Updated Version of AID on Scene Classification. CoRR Pu Jin, Gui-Song Xia, Fan Hu, Qikai Lu, Liangpei Zhang
2018	C	`conf`	Accurate Building Detection in VHR Remote Sensing Images Using Geometric Saliency. IGARSS Jin Huang, Gui-Song Xia, Fan Hu, Liangpei Zhang
2018	J	`jnl`	Accurate Building Detection in VHR Remote Sensing Images using Geometric Saliency. CoRR Jin Huang, Gui-Song Xia, Fan Hu, Liangpei Zhang
2018	J	`jnl`	Adaptive Deep Sparse Semantic Modeling Framework for High Spatial Resolution Image Scene Classification. IEEE Trans. Geosci. Remote. Sens. Qiqi Zhu, Yanfei Zhong, Liangpei Zhang, Deren Li
2018	J	`jnl`	Anisotropic-Scale Junction Detection and Matching for Indoor Images. IEEE Trans. Image Process. Nan Xue, Gui-Song Xia, Xiang Bai, Liangpei Zhang, Weiming Shen
2018	—	`conf`	Automated Paddy Rice Extent Extraction with Time Stacks of Sentinel Data: A Case Study in Jianghan Plain, Hubei, China. Agro-Geoinformatics Chengkang Zhang, Hongyan Zhang, Juan Du, Liangpei Zhang
2018	J	`jnl`	BASO: A Background-Anomaly Component Projection and Separation Optimized Filter for Anomaly Detection in Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. Shizhen Chang, Bo Du, Liangpei Zhang
2018	C	`conf`	Blind Spectral Unmixing Considering the Adjacent Effect. IGARSS Xinyu Wang, Yanfei Zhong, Liangpei Zhang, Yanyan Xu
2018	C	`conf`	Can We Generate Good Samples for Hyperspectral Classification? - A Generative Adversarial Network Based Method. IGARSS Yonghao Xu, Bo Du, Liangpei Zhang
2018	J	`jnl`	Climate Control on Net Primary Productivity in the Complicated Mountainous Area: A Case Study of Yunnan, China. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Xiaobin Guan, Huanfeng Shen, Xinghua Li, Wenxia Gan, Liangpei Zhang
2018	J	`jnl`	Computational intelligence in optical remote sensing image processing. Appl. Soft Comput. Yanfei Zhong, Ailong Ma, Yew-Soon Ong, Zexuan Zhu, Liangpei Zhang
2018	A*	`conf`	DOTA: A Large-Scale Dataset for Object Detection in Aerial Images. CVPR Gui-Song Xia, Xiang Bai, Jian Ding, Zhen Zhu, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang
2018	C	`conf`	Deep Learning for Ground-Level PM2.5 Prediction from Satellite Remote Sensing Data. IGARSS Tongwen Li, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang
2018	B	`conf`	Delving into the Synthesizability of Dynamic Texture Samples. ICPR Feng Yang, Gui-Song Xia, Dengxin Dai, Liangpei Zhang
2018	C	`conf`	Discriminant Spatial-Spectral Hypergraph Learning for Hyperspectral Image Classification. IGARSS Fulin Luo, Liangpei Zhang, Bo Du, Lefei Zhang, Yanni Dong
2018	J	`jnl`	Hybrid Noise Removal in Hyperspectral Imagery With a Spatial-Spectral Gradient Network. CoRR Qiang Zhang, Qiangqiang Yuan, Jie Li, Xinxin Liu, Huanfeng Shen, Liangpei Zhang
2018	J	`jnl`	Hyperspectral Image Denoising Employing a Spatial-Spectral Deep Residual Convolutional Neural Network. CoRR Qiangqiang Yuan, Qiang Zhang, Jie Li, Huanfeng Shen, Liangpei Zhang
2018	J	`jnl`	Hyperspectral Image Denoising Using Local Low-Rank Matrix Recovery and Global Spatial-Spectral Total Variation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Wei He, Hongyan Zhang, Huanfeng Shen, Liangpei Zhang
2018	J	`jnl`	Hyperspectral Target Detection via Adaptive Information - Theoretic Metric Learning with Local Constraints. Remote. Sens. Yanni Dong, Bo Du, Liangpei Zhang, Xiangyun Hu
2018	B	`conf`	ICPR2018 Contest on Object Detection in Aerial Images (ODAI-18). ICPR Jian Ding, Zhen Zhu, Gui-Song Xia, Xiang Bai, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang
2018	—	`conf`	Image Stitching Using Smoothly Planar Homography. PRCV (1) Tian-Zhu Xiang, Gui-Song Xia, Liangpei Zhang
2018	J	`jnl`	Image stitching by line-guided local warping with global similarity constraint. Pattern Recognit. Tian-Zhu Xiang, Gui-Song Xia, Xiang Bai, Liangpei Zhang
2018	C	`conf`	Land Cover Change Detection Based on Spatial-Temporal Sub-Pixel Evolution Mapping: A Case Study for Urban Expansion. IGARSS Da He, Yanfei Zhong, Liangpei Zhang
2018	C	`conf`	Large-Scale Land Cover Classification in Gaofen-2 Satellite Imagery. IGARSS Xin-Yi Tong, Qikai Lu, Gui-Song Xia, Liangpei Zhang
2018	J	`jnl`	Large-scale Land Cover Classification in GaoFen-2 Satellite Imagery. CoRR Xin-Yi Tong, Qikai Lu, Gui-Song Xia, Liangpei Zhang
2018	J	`jnl`	Learning Attraction Field Representation for Robust Line Segment Detection. CoRR Nan Xue, Song Bai, Fudong Wang, Gui-Song Xia, Tianfu Wu, Liangpei Zhang
2018	J	`jnl`	Learning Transferable Deep Models for Land-Use Classification with High-Resolution Remote Sensing Images. CoRR Xin-Yi Tong, Gui-Song Xia, Qikai Lu, Huanfeng Shen, Shengyang Li, Shucheng You, Liangpei Zhang
2018	J	`jnl`	Learning the Synthesizability of Dynamic Texture Samples. CoRR Feng Yang, Gui-Song Xia, Dengxin Dai, Liangpei Zhang
2018	J	`jnl`	Mini-UAV-based Remote Sensing: Techniques, Applications and Prospectives. CoRR Tian-Zhu Xiang, Gui-Song Xia, Liangpei Zhang
2018	J	`jnl`	Monitoring of Historical Glacier Recession in Yulong Mountain by the Integration of Multisource Remote Sensing Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Linwei Yue, Huanfeng Shen, Wei Yu, Liangpei Zhang
2018	C	`conf`	Multi-Source Remote Sensing Data Classification via Fully Convolutional Networks and Post-Classification Processing. IGARSS Yonghao Xu, Bo Du, Liangpei Zhang
2018	J	`jnl`	Multi-Task Learning for Blind Source Separation. IEEE Trans. Image Process. Bo Du, Shaodong Wang, Chang Xu, Nan Wang, Liangpei Zhang, Dacheng Tao
2018	J	`jnl`	Multiobjective Subpixel Land-Cover Mapping. IEEE Trans. Geosci. Remote. Sens. Ailong Ma, Yanfei Zhong, Da He, Liangpei Zhang
2018	A*	`conf`	Nonlocal Patch Based t-SVD for Image Inpainting: Algorithm and Error Analysis. AAAI Liangchen Song, Bo Du, Lefei Zhang, Liangpei Zhang, Jia Wu, Xuelong Li
2018	J	`jnl`	Object Tracking in Satellite Videos Based on a Multi-Frame Optical Flow Tracker. CoRR Bo Du, Shihan Cai, Chen Wu, Liangpei Zhang, Dacheng Tao
2018	J	`jnl`	Oblique Stripe Removal in Remote Sensing Images via Oriented Variation. CoRR Xinxin Liu, Xiliang Lu, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang
2018	J	`jnl`	Permutation Preference Based Alternate Sampling and Clustering for Motion Segmentation. IEEE Signal Process. Lett. Yun Zhang, Bin Luo, Liangpei Zhang
2018	J	`jnl`	Quality Improvement of Satellite Soil Moisture Products by Fusing with In-Situ Measurements and GNSS-R Estimates in the Western Continental U.S. Remote. Sens. Hongzhang Xu, Qiangqiang Yuan, Tongwen Li, Huanfeng Shen, Liangpei Zhang, Hongtao Jiang
2018	C	`conf`	Recent Advances and Opportunities in Scene Classification of Aerial Images with Deep Models. IGARSS Fan Hu, Gui-Song Xia, Wen Yang, Liangpei Zhang
2018	J	`jnl`	Recent advances and opportunities in scene classification of aerial images with deep models. CoRR Fan Hu, Gui-Song Xia, Wen Yang, Liangpei Zhang
2018	J	`jnl`	Saliency-Based Endmember Detection for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. Xinyu Wang, Yanfei Zhong, Yao Xu, Liangpei Zhang, Yanyan Xu
2018	J	`jnl`	Scene Classification Based on the Sparse Homogeneous-Heterogeneous Topic Feature Model. IEEE Trans. Geosci. Remote. Sens. Qiqi Zhu, Yanfei Zhong, Siqi Wu, Liangpei Zhang, Deren Li
2018	J	`jnl`	Shape prior constrained PSO model for bladder wall MRI segmentation. Neurocomputing Qikui Zhu, Bo Du, Pingkun Yan, Hongbing Lu, Liangpei Zhang
2018	J	`jnl`	Spatial-Spectral Fusion by Combining Deep Learning and Variation Model. CoRR Huanfeng Shen, Menghui Jiang, Jie Li, Qiangqiang Yuan, Yanchong Wei, Liangpei Zhang
2018	J	`jnl`	Spectral-Spatial Unified Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Yonghao Xu, Liangpei Zhang, Bo Du, Fan Zhang
2018	C	`conf`	Superpixel Based Dimension Reduction for Hyperspectral Imagery. IGARSS Huilin Xu, Hongyan Zhang, Wei He, Liangpei Zhang
2018	—	`conf`	Support Vector Machine Classification of Crop Lands Using Sentinel-2 Imagery. Agro-Geoinformatics Jinzhong Kang, Hongyan Zhang, Honghai Yang, Liangpei Zhang
2018	J	`jnl`	Unsupervised Change Detection Based on Hybrid Conditional Random Field Model for High Spatial Resolution Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. Pengyuan Lv, Yanfei Zhong, Ji Zhao, Liangpei Zhang
2018	J	`jnl`	Unsupervised Deep Slow Feature Analysis for Change Detection in Multi-Temporal Remote Sensing Images. CoRR Bo Du, Lixiang Ru, Chen Wu, Liangpei Zhang
2018	J	`jnl`	Unsupervised Scene Change Detection via Latent Dirichlet Allocation and Multivariate Alteration Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Bo Du, Yong Wang, Chen Wu, Liangpei Zhang
2018	C	`conf`	Urban Land Use/Land Cover Classification Based on Feature Fusion Fusing Hyperspectral Image and Lidar Data. IGARSS Qiong Cao, Yanfei Zhong, Ailong Ma, Liangpei Zhang
2017	J	`jnl`	A 33-Year NPP Monitoring Study in Southwest China by the Fusion of Multi-Source Remote Sensing and Station Data. Remote. Sens. Xiaobin Guan, Huanfeng Shen, Wenxia Gan, Gang Yang, Lunche Wang, Xinghua Li, Liangpei Zhang
2017	—	`conf`	A Band Grouping Based LSTM Algorithm for Hyperspectral Image Classification. CCCV (2) Yonghao Xu, Bo Du, Liangpei Zhang, Fan Zhang
2017	—	`conf`	A Low-Rank Total-Variation Regularized Tensor Completion Algorithm. CCCV (2) Liangchen Song, Bo Du, Lefei Zhang, Liangpei Zhang
2017	J	`jnl`	A Multi-Scale and Multi-Depth Convolutional Neural Network for Remote Sensing Imagery Pan-Sharpening. CoRR Qiangqiang Yuan, Yancong Wei, Xiangchao Meng, Huanfeng Shen, Liangpei Zhang
2017	J	`jnl`	A Mutation Operator Accelerated Quantum-Behaved Particle Swarm Optimization Algorithm for Hyperspectral Endmember Extraction. Remote. Sens. Mingming Xu, Liangpei Zhang, Bo Du, Lefei Zhang, Yanguo Fan, Dongmei Song
2017	J	`jnl`	A New Building Extraction Postprocessing Framework for High-Spatial-Resolution Remote-Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Xin Huang, Wenliang Yuan, Jiayi Li, Liangpei Zhang
2017	J	`jnl`	A New Sparse Subspace Clustering Algorithm for Hyperspectral Remote Sensing Imagery. IEEE Geosci. Remote. Sens. Lett. Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li, Antonio Plaza
2017	J	`jnl`	A Novel Endmember Extraction Method for Hyperspectral Imagery Based on Quantum-Behaved Particle Swarm Optimization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Rong Liu, Liangpei Zhang, Bo Du
2017	J	`jnl`	A Novel Semisupervised Active-Learning Algorithm for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Zengmao Wang, Bo Du, Lefei Zhang, Liangpei Zhang, Xiuping Jia
2017	J	`jnl`	A Sparse and Low-Rank Near-Isometric Linear Embedding Method for Feature Extraction in Hyperspectral Imagery Classification. IEEE Trans. Geosci. Remote. Sens. Weiwei Sun, Gang Yang, Bo Du, Lefei Zhang, Liangpei Zhang
2017	J	`jnl`	A Spatial and Temporal Nonlocal Filter-Based Data Fusion Method. IEEE Trans. Geosci. Remote. Sens. Qing Cheng, Huiqing Liu, Huanfeng Shen, Penghai Wu, Liangpei Zhang
2017	J	`jnl`	A multi-task convolutional neural network for mega-city analysis using very high resolution satellite imagery and geospatial data. CoRR Fan Zhang, Bo Du, Liangpei Zhang
2017	J	`jnl`	AID: A Benchmark Data Set for Performance Evaluation of Aerial Scene Classification. IEEE Trans. Geosci. Remote. Sens. Gui-Song Xia, Jingwen Hu, Fan Hu, Baoguang Shi, Xiang Bai, Yanfei Zhong, Liangpei Zhang, Xiaoqiang Lu
2017	J	`jnl`	An Efficient and Robust Integrated Geospatial Object Detection Framework for High Spatial Resolution Remote Sensing Imagery. Remote. Sens. Xiaobing Han, Yanfei Zhong, Liangpei Zhang
2017	J	`jnl`	Anisotropic-Scale Junction Detection and Matching for Indoor Images. CoRR Nan Xue, Gui-Song Xia, Xiang Bai, Liangpei Zhang, Weiming Shen
2017	J	`jnl`	Boosting the Accuracy of Multispectral Image Pansharpening by Learning a Deep Residual Network. IEEE Geosci. Remote. Sens. Lett. Yancong Wei, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang
2017	J	`jnl`	Boosting the accuracy of multi-spectral image pan-sharpening by learning a deep residual network. CoRR Yancong Wei, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang
2017	C	`conf`	Change detection based on structural conditional random field framework for high spatial resolution remote sensing imagery. IGARSS Pengyuan Lv, Yanfei Zhong, Ji Zhao, Ailong Ma, Liangpei Zhang
2017	J	`jnl`	DOTA: A Large-scale Dataset for Object Detection in Aerial Images. CoRR Gui-Song Xia, Xiang Bai, Jian Ding, Zhen Zhu, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang
2017	J	`jnl`	Deep learning in remote sensing: a review. CoRR Xiao Xiang Zhu, Devis Tuia, Lichao Mou, Gui-Song Xia, Liangpei Zhang, Feng Xu, Friedrich Fraundorfer
2017	C	`conf`	Differentiable sparse unmixing based on Bregman divergence for hyperspectral remote sensing imagery. IGARSS Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liangpei Zhang
2017	J	`jnl`	Dimensionality Reduction and Classification of Hyperspectral Images Using Ensemble Discriminative Local Metric Learning. IEEE Trans. Geosci. Remote. Sens. Yanni Dong, Bo Du, Liangpei Zhang, Lefei Zhang
2017	J	`jnl`	Evaluation of Multiple Downscaled Microwave Soil Moisture Products over the Central Tibetan Plateau. Remote. Sens. Hongtao Jiang, Huanfeng Shen, Huifang Li, Fangni Lei, Wenxia Gan, Liangpei Zhang
2017	—	`conf`	Evolutionary Computation Theory for Remote Sensing Image Clustering: A Survey. SEAL Yuting Wan, Yanfei Zhong, Ailong Ma, Liangpei Zhang
2017	J	`jnl`	Exploiting Deep Features for Remote Sensing Image Retrieval: A Systematic Investigation. CoRR Gui-Song Xia, Xin-Yi Tong, Fan Hu, Yanfei Zhong, Mihai Datcu, Liangpei Zhang
2017	J	`jnl`	Exploring Locally Adaptive Dimensionality Reduction for Hyperspectral Image Classification: A Maximum Margin Metric Learning Aspect. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Yanni Dong, Bo Du, Liangpei Zhang, Lefei Zhang
2017	J	`jnl`	Exploring Representativeness and Informativeness for Active Learning. IEEE Trans. Cybern. Bo Du, Zengmao Wang, Lefei Zhang, Liangpei Zhang, Wei Liu, Jialie Shen, Dacheng Tao
2017	J	`jnl`	Fusion of Hyperspectral and LiDAR Data for Classification of Cloud-Shadow Mixed Remote Sensed Scene. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Renbo Luo, Wenzhi Liao, Hongyan Zhang, Liangpei Zhang, Paul Scheunders, Youguo Pi, Wilfried Philips
2017	J	`jnl`	GPU Parallel Implementation of Isometric Mapping for Hyperspectral Classification. IEEE Geosci. Remote. Sens. Lett. Wan Li, Liangpei Zhang, Lefei Zhang, Bo Du
2017	J	`jnl`	GSEAD: Graphical Scoring Estimation for Hyperspectral Anomaly Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Rui Zhao, Liangpei Zhang
2017	C	`conf`	Generation of SMAP 9 KM soil moisture using a spatio-temporal information fusion model. IGARSS Hongtao Jiang, Huanfeng Shen, Xinghua Li, Liangpei Zhang
2017	J	`jnl`	Hyperspectral Anomaly Detection via a Sparsity Score Estimation Framework. IEEE Trans. Geosci. Remote. Sens. Rui Zhao, Bo Du, Liangpei Zhang
2017	J	`jnl`	Hyperspectral Target Detection via Adaptive Joint Sparse Representation and Multi-Task Learning with Locality Information. Remote. Sens. Yuxiang Zhang, Ke Wu, Bo Du, Liangpei Zhang, Xiangyun Hu
2017	J	`jnl`	IBRS: An Iterative Background Reconstruction and Suppression Framework for Hyperspectral Target Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Shizhen Chang, Bo Du, Liangpei Zhang, Rui Zhao
2017	J	`jnl`	Image Stitching by Line-guided Local Warping with Global Similarity Constraint. CoRR Tian-Zhu Xiang, Gui-Song Xia, Xiang Bai, Liangpei Zhang
2017	J	`jnl`	Iterative Reweighting Heterogeneous Transfer Learning Framework for Supervised Remote Sensing Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Xue Li, Liangpei Zhang, Bo Du, Lefei Zhang, Qian Shi
2017	J	`jnl`	Joint Sparse Representation and Multitask Learning for Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. Yuxiang Zhang, Bo Du, Liangpei Zhang, Tongliang Liu
2017	J	`jnl`	Joint Sparse Sub-Pixel Mapping Model with Endmember Variability for Remotely Sensed Imagery. Remote. Sens. Xiong Xu, Xiaohua Tong, Antonio J. Plaza, Yanfei Zhong, Huan Xie, Liangpei Zhang
2017	J	`jnl`	Kernel Slow Feature Analysis for Scene Change Detection. IEEE Trans. Geosci. Remote. Sens. Chen Wu, Liangpei Zhang, Bo Du
2017	J	`jnl`	Kernel Sparse Subspace Clustering with a Spatial Max Pooling Operation for Hyperspectral Remote Sensing Data Interpretation. Remote. Sens. Han Zhai, Hongyan Zhang, Xiong Xu, Liangpei Zhang, Pingxiang Li
2017	J	`jnl`	LAM Neurocomputing Yanni Dong, Bo Du, Lefei Zhang, Liangpei Zhang, Dacheng Tao
2017	J	`jnl`	Learning a Dilated Residual Network for SAR Image Despeckling. CoRR Qiang Zhang, Zhen Yang, Qiangqiang Yuan, Jie Li, Xiaoshuang Ma, Huanfeng Shen, Liangpei Zhang
2017	C	`conf`	MINI-UAV borne hyperspectral remote sensing: A review. IGARSS Yanfei Zhong, Xinyu Wang, Yao Xu, Tianyi Jia, Song Cui, Lifei Wei, Ailong Ma, Liangpei Zhang
2017	C	`conf`	Miss data reconstruction in remote sensing images with a double weighted tensor low rank model. IGARSS Qiangqiang Yuan, Michael K. Ng, Huanfeng Shen, Liangpei Zhang, Jie Li
2017	J	`jnl`	Missing Information Reconstruction for Single Remote Sensing Images Using Structure-Preserving Global Optimization. IEEE Signal Process. Lett. Qing Cheng, Huanfeng Shen, Liangpei Zhang, Zhenghong Peng
2017	C	`conf`	Multi-scale-and-depth convolutional neural network for remote sensed imagery pan-sharpening. IGARSS Yancong Wei, Qiangqiang Yuan, Xiangchao Meng, Huanfeng Shen, Liangpei Zhang, Michael Kwok-Po Ng
2017	J	`jnl`	Multiobjective Optimized Endmember Extraction for Hyperspectral Image. Remote. Sens. Rong Liu, Bo Du, Liangpei Zhang
2017	C	`conf`	Multiobjective endmember extraction for hyperspectral image. IGARSS Rong Liu, Bo Du, Liangpei Zhang
2017	A*	`conf`	On Gleaning Knowledge from Multiple Domains for Active Learning. IJCAI Zengmao Wang, Bo Du, Lefei Zhang, Liangpei Zhang, Ruimin Hu, Dacheng Tao
2017	J	`jnl`	Optimal Decision Fusion for Urban Land-Use/Land-Cover Classification Based on Adaptive Differential Evolution Using Hyperspectral and LiDAR Data. Remote. Sens. Yanfei Zhong, Qiong Cao, Ji Zhao, Ailong Ma, Bei Zhao, Liangpei Zhang
2017	J	`jnl`	Pre-Trained AlexNet Architecture with Pyramid Pooling and Supervision for High Spatial Resolution Remote Sensing Image Scene Classification. Remote. Sens. Xiaobing Han, Yanfei Zhong, Liqin Cao, Liangpei Zhang
2017	J	`jnl`	Real-time tracking based on weighted compressive tracking and a cognitive memory model. Signal Process. Bo Du, Yujia Sun, Chen Wu, Lefei Zhang, Liangpei Zhang
2017	J	`jnl`	Robust and Discriminative Labeling for Multi-Label Active Learning Based on Maximum Correntropy Criterion. IEEE Trans. Image Process. Bo Du, Zengmao Wang, Lefei Zhang, Liangpei Zhang, Dacheng Tao
2017	C	`conf`	Robust geospatial object detection based on pre-trained faster R-CNN framework for high spatial resolution imagery. IGARSS Xiaobing Han, Yanfei Zhong, Ruyi Feng, Liangpei Zhang
2017	J	`jnl`	Rural Building Detection in High-Resolution Imagery Based on a Two-Stage CNN Model. IEEE Geosci. Remote. Sens. Lett. Li Sun, Yuqi Tang, Liangpei Zhang
2017	C	`conf`	Saliency-based endmember detection for hyperspectral imagery. IGARSS Xinyu Wang, Yanfei Zhong, Yao Xu, Liangpei Zhang, Yanyan Xu
2017	J	`jnl`	Scene Classification Based on the Fully Sparse Semantic Topic Model. IEEE Trans. Geosci. Remote. Sens. Qiqi Zhu, Yanfei Zhong, Liangpei Zhang, Deren Li
2017	J	`jnl`	Semantic Classification of Urban Trees Using Very High Resolution Satellite Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Dawei Wen, Xin Huang, Hui Liu, Wenzhi Liao, Liangpei Zhang
2017	J	`jnl`	Spatial Group Sparsity Regularized Nonnegative Matrix Factorization for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. Xinyu Wang, Yanfei Zhong, Liangpei Zhang, Yanyan Xu
2017	J	`jnl`	Spatially Adaptive Sparse Representation for Target Detection in Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. Yiming Zhang, Bo Du, Yuxiang Zhang, Liangpei Zhang
2017	J	`jnl`	Stacked Convolutional Denoising Auto-Encoders for Feature Representation. IEEE Trans. Cybern. Bo Du, Wei Xiong, Jia Wu, Lefei Zhang, Liangpei Zhang, Dacheng Tao
2017	C	`conf`	Sub-pixel intelligence mapping considering spatial-temoporal attraction for remote sensing imagery. IGARSS Da He, Yanfei Zhong, Ailong Ma, Liangpei Zhang
2017	J	`jnl`	Texture Characterization Using Shape Co-Occurrence Patterns. IEEE Trans. Image Process. Gui-Song Xia, Gang Liu, Xiang Bai, Liangpei Zhang
2017	J	`jnl`	Texture Characterization by Using Shape Co-occurrence Patterns. CoRR Gui-Song Xia, Gang Liu, Xiang Bai, Liangpei Zhang
2017	J	`jnl`	Total Variation Regularized Reweighted Sparse Nonnegative Matrix Factorization for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. Wei He, Hongyan Zhang, Liangpei Zhang
2017	C	`conf`	Total variation regularized collaborative representation clustering with a locally adaptive dictionary for hyperspectral remote sensing imagery. IGARSS Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li
2017	—	`conf`	UAV-Based Vehicle Detection by Multi-source Images. CCCV (3) Shangjie Jiang, Bin Luo, Jun Liu, Yun Zhang, Liangpei Zhang
2017	—	`conf`	Unsupervised Change Detection for Remote Sensing Images Based on Principal Component Analysis and Differential Evolution. SEAL Mi Song, Yanfei Zhong, Ailong Ma, Liangpei Zhang
2017	J	`jnl`	Unsupervised-Restricted Deconvolutional Neural Network for Very High Resolution Remote-Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. Yiting Tao, Miaozhong Xu, Fan Zhang, Bo Du, Liangpei Zhang
2017	J	`jnl`	Urban Change Analysis with Multi-Sensor Multispectral Imagery. Remote. Sens. Yuqi Tang, Liangpei Zhang
2017	J	`jnl`	Using Linear Spectral Unmixing for Subpixel Mapping of Hyperspectral Imagery: A Quantitative Assessment. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Xiong Xu, Xiaohua Tong, Antonio Plaza, Yanfei Zhong, Huan Xie, Liangpei Zhang
2016	J	`jnl`	A Dissimilarity-Weighted Sparse Self-Representation Method for Band Selection in Hyperspectral Imagery Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Weiwei Sun, Liangpei Zhang, Lefei Zhang, Yenming Mark Lai
2016	J	`jnl`	A Low-Rank and Sparse Matrix Decomposition-Based Mahalanobis Distance Method for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. Yuxiang Zhang, Bo Du, Liangpei Zhang, Shugen Wang
2016	J	`jnl`	A Novel Automatic Change Detection Method for Urban High-Resolution Remotely Sensed Imagery Based on Multiindex Scene Representation. IEEE Trans. Geosci. Remote. Sens. Dawei Wen, Xin Huang, Liangpei Zhang, Jón Atli Benediktsson
2016	J	`jnl`	A Novel MRF-Based Multifeature Fusion for Classification of Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. Qikai Lu, Xin Huang, Jun Li, Liangpei Zhang
2016	J	`jnl`	A Remote Sensing Image Fusion Method Based on the Analysis Sparse Model. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Chang Han, Hongyan Zhang, Changxin Gao, Cheng Jiang, Nong Sang, Liangpei Zhang
2016	J	`jnl`	A Spatial Gaussian Mixture Model for Optical Remote Sensing Image Clustering. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Bei Zhao, Yanfei Zhong, Ailong Ma, Liangpei Zhang
2016	J	`jnl`	A Spatial and Temporal Non-Local Filter Based Data Fusion. CoRR Qing Cheng, Huiqing Liu, Huanfeng Shen, Penghai Wu, Liangpei Zhang
2016	J	`jnl`	A batch-mode active learning framework by querying discriminative and representative samples for hyperspectral image classification. Neurocomputing Zengmao Wang, Bo Du, Lefei Zhang, Liangpei Zhang
2016	C	`conf`	A quantum-behaved particle swarm optimization for hyperspectral endmember extraction. IGARSS Mingming Xu, Liangpei Zhang, Bo Du, Lefei Zhang, Yuxiang Zhang
2016	J	`jnl`	A scene change detection framework for multi-temporal very high resolution remote sensing images. Signal Process. Chen Wu, Lefei Zhang, Liangpei Zhang
2016	C	`conf`	A semantic scene model for multitemporal detection of Urban villages in mega city regions of China. IGARSS Hui Liu, Xin Huang, Liangpei Zhang
2016	J	`jnl`	A spectral-spatial based local summation anomaly detection method for hyperspectral images. Signal Process. Bo Du, Rui Zhao, Liangpei Zhang, Lefei Zhang
2016	C	`conf`	A universal remote sensing image quality improvement method with deep learning. IGARSS Yancong Wei, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang
2016	J	`jnl`	AID: A Benchmark Dataset for Performance Evaluation of Aerial Scene Classification. CoRR Gui-Song Xia, Jingwen Hu, Fan Hu, Baoguang Shi, Xiang Bai, Yanfei Zhong, Liangpei Zhang
2016	B	`conf`	Accurate object tracking by combining correlation filters and keypoints. IJCNN Xin Zhang, Zifeng Wang, Gui-Song Xia, Liangpei Zhang
2016	C	`conf`	Active learning approach for remote sensing imagery classification using spatial information. IGARSS Qian Shi, Xin Huang, Jiayi Li, Liangpei Zhang
2016	J	`jnl`	Adaptive Laplacian Eigenmap-Based Dimension Reduction for Ocean Target Discrimination. IEEE Geosci. Remote. Sens. Lett. Lei Shi, Lefei Zhang, Lingli Zhao, Liangpei Zhang, Pingxiang Li, Dan Wu
2016	J	`jnl`	Adaptive Norm Selection for Regularized Image Restoration and Super-Resolution. IEEE Trans. Cybern. Huanfeng Shen, Li Peng, Linwei Yue, Qiangqiang Yuan, Liangpei Zhang
2016	J	`jnl`	Adaptive Sparse Subpixel Mapping With a Total Variation Model for Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. Ruyi Feng, Yanfei Zhong, Xiong Xu, Liangpei Zhang
2016	J	`jnl`	Adaptive Spatial Regularization Sparse Unmixing Strategy Based on Joint MAP for Hyperspectral Remote Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Ruyi Feng, Yanfei Zhong, Liangpei Zhang
2016	J	`jnl`	An Integrated Framework for the Spatio-Temporal-Spectral Fusion of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. Huanfeng Shen, Xiangchao Meng, Liangpei Zhang
2016	J	`jnl`	An image-based endmember bundle extraction algorithm using reconstruction error for hyperspectral imagery. Neurocomputing Mingming Xu, Liangpei Zhang, Bo Du, Lefei Zhang
2016	C	`conf`	Automatic cloud and cloud shadow detection in GF-1 WFV imagery using multiple features. IGARSS Zhiwei Li, Huanfeng Shen, Huifang Li, Liangpei Zhang
2016	C	`conf`	BRAD: Background regression based hyperspectral anomaly detection, a k-nn score estimation aspect. IGARSS Rui Zhao, Bo Du, Liangpei Zhang
2016	J	`jnl`	Bag-of-Visual-Words Scene Classifier With Local and Global Features for High Spatial Resolution Remote Sensing Imagery. IEEE Geosci. Remote. Sens. Lett. Qiqi Zhu, Yanfei Zhong, Bei Zhao, Gui-Song Xia, Liangpei Zhang
2016	J	`jnl`	Beyond Background Feature Extraction: An Anomaly Detection Algorithm Inspired by Slowly Varying Signal Analysis. IEEE Trans. Geosci. Remote. Sens. Rui Zhao, Bo Du, Liangpei Zhang, Lefei Zhang
2016	J	`jnl`	Beyond the Sparsity-Based Target Detector: A Hybrid Sparsity and Statistics-Based Detector for Hyperspectral Images. IEEE Trans. Image Process. Bo Du, Yuxiang Zhang, Liangpei Zhang, Dacheng Tao
2016	J	`jnl`	Change Detection Based on a Multifeature Probabilistic Ensemble Conditional Random Field Model for High Spatial Resolution Remote Sensing Imagery. IEEE Geosci. Remote. Sens. Lett. Pengyuan Lv, Yanfei Zhong, Ji Zhao, Hongzan Jiao, Liangpei Zhang
2016	C	`conf`	Complete dictionary online learning for sparse unmixing. IGARSS Ruyi Feng, Yanfei Zhong, Liangpei Zhang
2016	J	`jnl`	Deep Learning for Remote Sensing Image Understanding. J. Sensors Liangpei Zhang, Gui-Song Xia, Tianfu Wu, Liang Lin, Xue-Cheng Tai
2016	B	`conf`	Denoising auto-encoders toward robust unsupervised feature representation. IJCNN Wei Xiong, Bo Du, Lefei Zhang, Liangpei Zhang, Dacheng Tao
2016	J	`jnl`	Dirichlet-Derived Multiple Topic Scene Classification Model for High Spatial Resolution Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. Bei Zhao, Yanfei Zhong, Gui-Song Xia, Liangpei Zhang
2016	J	`jnl`	Dynamic texture recognition by aggregating spatial and temporal features via ensemble SVMs. Neurocomputing Feng Yang, Gui-Song Xia, Gang Liu, Liangpei Zhang, Xin Huang
2016	—	`conf`	Exploiting the low-rank property of hyperspectral imagery: A technical overview. WHISPERS Hongyan Zhang, Wei He, Wenzhi Liao, Renbo Luo, Liangpei Zhang, Aleksandra Pizurica
2016	C	`conf`	Feature extraction framework in class space for hyperspectral image classification. IGARSS Ji Zhao, Yanfei Zhong, Rongrong Gao, Liangpei Zhang, Hong Shu
2016	—	`conf`	Feature extraction using near-isometric linear embeddings for hyperspectral imagery classification. WHISPERS Weiwei Sun, Liangpei Zhang, Bo Du
2016	C	`conf`	Fusion of multispectral and SAR images using sparse representation. IGARSS Hai Zhang, Huanfeng Shen, Liangpei Zhang
2016	—	`conf`	GSEAD: Graphical score estimation for hyperspectral anomaly detection. WHISPERS Rui Zhao, Bo Du, Liangpei Zhang
2016	J	`jnl`	Generalized Differential Morphological Profiles for Remote Sensing Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Xin Huang, Xiaopeng Han, Liangpei Zhang, Jianya Gong, Wenzhi Liao, Jón Atli Benediktsson
2016	J	`jnl`	Hierarchical feature learning with dropout k-means for hyperspectral image classification. Neurocomputing Fan Zhang, Bo Du, Liangpei Zhang, Lefei Zhang
2016	J	`jnl`	High-Resolution Image Classification Integrating Spectral-Spatial-Location Cues by Conditional Random Fields. IEEE Trans. Image Process. Ji Zhao, Yanfei Zhong, Hong Shu, Liangpei Zhang
2016	J	`jnl`	Hyperspectral Image Super-Resolution by Spectral Mixture Analysis and Spatial-Spectral Group Sparsity. IEEE Geosci. Remote. Sens. Lett. Jie Li, Qiangqiang Yuan, Huanfeng Shen, Xiangchao Meng, Liangpei Zhang
2016	J	`jnl`	Hyperspectral Unmixing via Double Abundance Characteristics Constraints Based NMF. Remote. Sens. Rong Liu, Bo Du, Liangpei Zhang
2016	C	`conf`	Hyperspectral image super resolution reconstruction with a joint spectral-spatial sub-pixel mapping model. IGARSS Xiong Xu, Xiaohua Tong, Jie Li, Huan Xie, Yanfei Zhong, Liangpei Zhang, Dongmei Song
2016	C	`conf`	Hyperspectral unmixing using total variation regularized reweighted sparse non-negative matrix factorization. IGARSS Wei He, Hongyan Zhang, Liangpei Zhang
2016	J	`jnl`	Image stitching with perspective-preserving warping. CoRR Tianzhu Xiang, Gui-Song Xia, Liangpei Zhang
2016	J	`jnl`	Image super-resolution: The techniques, applications, and future. Signal Process. Linwei Yue, Huanfeng Shen, Jie Li, Qiangqiang Yuan, Hongyan Zhang, Liangpei Zhang
2016	C	`conf`	Local spectral-spatial clustering for remote sensing imagery. IGARSS Ailong Ma, Yanfei Zhong, Hongzan Jiao, Liangpei Zhang
2016	B	`conf`	Locally warping-based image stitching by imposing line constraints. ICPR Tianzhu Xiang, Gui-Song Xia, Liangpei Zhang, NingNing Huang
2016	C	`conf`	Mapping PM2.5 distribution in China by fusing station measurements and satellite observation. IGARSS Tongwen Li, Huanfeng Shen, Liangpei Zhang
2016	J	`jnl`	Meaningful Object Segmentation From SAR Images via a Multiscale Nonlocal Active Contour Model. IEEE Trans. Geosci. Remote. Sens. Gui-Song Xia, Gang Liu, Wen Yang, Liangpei Zhang
2016	C	`conf`	Mining the spatial distribution of visual words for scene classification. IGARSS Jingwen Hu, Menghan Li, Gui-Song Xia, Liangpei Zhang
2016	J	`jnl`	Multi-feature combined cloud and cloud shadow detection in GF-1 WFV imagery. CoRR Zhiwei Li, Huanfeng Shen, Huifang Li, Gui-Song Xia, Paolo Gamba, Liangpei Zhang
2016	—	`conf`	Multi-label Active Learning Based on Maximum Correntropy Criterion: Towards Robust and Discriminative Labeling. ECCV (3) Zengmao Wang, Bo Du, Lefei Zhang, Liangpei Zhang, Meng Fang, Dacheng Tao
2016	C	`conf`	Multi-object spatial relationship model for high spatial resolution scene classification. IGARSS Siqi Wu, Bei Zhao, Yanfei Zhong, Liangpei Zhang
2016	J	`jnl`	Multidomain Subspace Classification for Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. Liangpei Zhang, Xiaojie Zhu, Lefei Zhang, Bo Du
2016	J	`jnl`	Multiscale and Multifeature Normalized Cut Segmentation for High Spatial Resolution Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. Yanfei Zhong, Rongrong Gao, Liangpei Zhang
2016	J	`jnl`	Noise Removal From Hyperspectral Image With Joint Spectral-Spatial Distributed Sparse Representation. IEEE Trans. Geosci. Remote. Sens. Jie Li, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang
2016	J	`jnl`	Nonlocal Total Variation Subpixel Mapping for Hyperspectral Remote Sensing Imagery. Remote. Sens. Ruyi Feng, Yanfei Zhong, Yunyun Wu, Da He, Xiong Xu, Liangpei Zhang
2016	J	`jnl`	Pansharpening with a Guided Filter Based on Three-Layer Decomposition. Sensors Xiangchao Meng, Jie Li, Huanfeng Shen, Liangpei Zhang, Hongyan Zhang
2016	J	`jnl`	Patch Matching-Based Multitemporal Group Sparse Representation for the Missing Information Reconstruction of Remote-Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Xinghua Li, Huanfeng Shen, Huifang Li, Liangpei Zhang
2016	C	`conf`	Pure endmember extraction using SSR for Hyperspectral imagery. IGARSS Weiwei Sun, Man Jiang, Liangpei Zhang
2016	—	`conf`	Quality improvement of hyperspectral remote sensing images: A technical overview. WHISPERS Huifang Li, Huanfeng Shen, Qiangqiang Yuan, Hongyan Zhang, Lefei Zhang, Liangpei Zhang
2016	C	`conf`	Robust superresolution of multiangle-multispectral remote sensing images based on rank minimization. IGARSS Hang Chen, Hongyan Zhang, Liangpei Zhang
2016	J	`jnl`	SAR Image Despeckling by the Use of Variational Methods With Adaptive Nonlocal Functionals. IEEE Trans. Geosci. Remote. Sens. Xiaoshuang Ma, Huanfeng Shen, Xile Zhao, Liangpei Zhang
2016	J	`jnl`	Scene Classification via a Gradient Boosting Random Convolutional Network Framework. IEEE Trans. Geosci. Remote. Sens. Fan Zhang, Bo Du, Liangpei Zhang
2016	C	`conf`	Scene semantic classification based on random-scale stretched convolutional neural network for high-spatial resolution remote sensing imagery. IGARSS Yanfei Liu, Yanfei Zhong, Feng Fei, Liangpei Zhang
2016	C	`conf`	Semi-supervised sparse relearning representation classification for high-resolution remote sensing imagery. IGARSS Jiayi Li, Xin Huang, Liangpei Zhang
2016	J	`jnl`	Semisupervised Subspace-Based DNA Encoding and Matching Classifier for Hyperspectral Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. Ailong Ma, Yanfei Zhong, Bei Zhao, Hongzan Jiao, Liangpei Zhang
2016	C	`conf`	Sparse representation based subpixel information extraction framework for hyperspectral remote sensing imagery. IGARSS Ruyi Feng, Da He, Yanfei Zhong, Liangpei Zhang
2016	B	`conf`	Sparse tensor discriminative locality alignment for gait recognition. IJCNN Nengwen Zhao, Lefei Zhang, Bo Du, Liangpei Zhang, Dacheng Tao, Jane You
2016	J	`jnl`	Sparsity-Regularized Robust Non-Negative Matrix Factorization for Hyperspectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Wei He, Hongyan Zhang, Liangpei Zhang
2016	J	`jnl`	Spatial-Temporal Sub-Pixel Mapping Based on Swarm Intelligence Theory. Remote. Sens. Da He, Yanfei Zhong, Ruyi Feng, Liangpei Zhang
2016	J	`jnl`	Spectral-Spatial Clustering with a Local Weight Parameter Determination Method for Remote Sensing Imagery. Remote. Sens. Ailong Ma, Yanfei Zhong, Liangpei Zhang
2016	J	`jnl`	Spectral-Spatial Sparse Subspace Clustering for Hyperspectral Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. Hongyan Zhang, Han Zhai, Liangpei Zhang, Pingxiang Li
2016	C	`conf`	Squaring weighted low-rank subspace clustering for hyperspectral image band selection. IGARSS Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li
2016	J	`jnl`	Stripe Noise Separation and Removal in Remote Sensing Images by Consideration of the Global Sparsity and Local Variational Properties. IEEE Trans. Geosci. Remote. Sens. Xinxin Liu, Xiliang Lu, Huanfeng Shen, Qiangqiang Yuan, Yuling Jiao, Liangpei Zhang
2016	J	`jnl`	Support Tensor Machines for Classification of Hyperspectral Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. Xian Guo, Xin Huang, Lefei Zhang, Liangpei Zhang, Antonio J. Plaza, Jón Atli Benediktsson
2016	J	`jnl`	The Fisher Kernel Coding Framework for High Spatial Resolution Scene Classification. Remote. Sens. Bei Zhao, Yanfei Zhong, Liangpei Zhang, Bo Huang
2016	—	`conf`	The linear mixed model constrained particle swarm optimization for hyperspectral endmember extraction from highly mixed data. WHISPERS Mingming Xu, Liangpei Zhang, Bo Du, Lefei Zhang
2016	C	`conf`	Thermal anomaly detection based on saliency computation for district heating system. IGARSS Yao Xu, Xinyu Wang, Yanfei Zhong, Liangpei Zhang
2016	J	`jnl`	Total-Variation-Regularized Low-Rank Matrix Factorization for Hyperspectral Image Restoration. IEEE Trans. Geosci. Remote. Sens. Wei He, Hongyan Zhang, Liangpei Zhang, Huanfeng Shen
2016	C	`conf`	Unsupervised change detection model based on hybrid conditional random field for high spatial resolution remote sensing imagery. IGARSS Pengyuan Lv, Yanfei Zhong, Ji Zhao, Liangpei Zhang
2016	J	`jnl`	Weakly Supervised Learning Based on Coupled Convolutional Neural Networks for Aircraft Detection. IEEE Trans. Geosci. Remote. Sens. Fan Zhang, Bo Du, Liangpei Zhang, Miaozhong Xu
2016	J	`jnl`	Weighted Sparse Graph Based Dimensionality Reduction for Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. Wei He, Hongyan Zhang, Liangpei Zhang, Wilfried Philips, Wenzhi Liao
2015	J	`jnl`	A Blind Super-Resolution Reconstruction Method Considering Image Registration Errors. Int. J. Fuzzy Syst. Hongyan Zhang, Liangpei Zhang, Huanfeng Shen
2015	J	`jnl`	A Comparative Study of Sampling Analysis in the Scene Classification of Optical High-Spatial Resolution Remote Sensing Imagery. Remote. Sens. Jingwen Hu, Gui-Song Xia, Fan Hu, Liangpei Zhang
2015	J	`jnl`	A Moving Weighted Harmonic Analysis Method for Reconstructing High-Quality SPOT VEGETATION NDVI Time-Series Data. IEEE Trans. Geosci. Remote. Sens. Gang Yang, Huanfeng Shen, Liangpei Zhang, Zongyi He, Xinghua Li
2015	J	`jnl`	A Nonlinear Multiple Feature Learning Classifier for Hyperspectral Images With Limited Training Samples. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Jiayi Li, Hongyan Zhang, Liangpei Zhang
2015	J	`jnl`	A Nonlinear Sparse Representation-Based Binary Hypothesis Model for Hyperspectral Target Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Yuxiang Zhang, Liangpei Zhang, Bo Du, Shugen Wang
2015	J	`jnl`	A Sparse Representation-Based Binary Hypothesis Model for Target Detection in Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. Yuxiang Zhang, Bo Du, Liangpei Zhang
2015	C	`conf`	A benchmark for scene classification of high spatial resolution remote sensing imagery. IGARSS Jingwen Hu, Tianbi Jiang, Xinyi Tong, Gui-Song Xia, Liangpei Zhang
2015	C	`conf`	A comparative study of sampling analysis in scene classification of high-resolution remote sensing imagery. IGARSS Jingwen Hu, Gui-Song Xia, Fan Hu, Hong Sun, Liangpei Zhang
2015	J	`jnl`	A hypothesis independent subpixel target detector for hyperspectral Images. Signal Process. Bo Du, Yuxiang Zhang, Liangpei Zhang, Lefei Zhang
2015	J	`jnl`	A sparse and discriminative tensor to vector projection for human gait feature representation. Signal Process. Lefei Zhang, Liangpei Zhang, Dacheng Tao, Bo Du
2015	—	`conf`	A sparse self-representation method for band selection in hyperspectral imagery classification. WHISPERS Weiwei Sun, Liangpei Zhang, Bo Du
2015	C	`conf`	A unified framework for spatio-temporal-spectral fusion of remote sensing images. IGARSS Xiangchao Meng, Huanfeng Shen, Liangpei Zhang, Qiangqiang Yuan, Huifang Li
2015	C	`conf`	Accuracy assessment of SRTM V4.1 and ASTER GDEM V2 in high-altitude mountainous areas: A case study in Yulong Snow Mountain, China. IGARSS Linwei Yue, Wei Yu, Huanfeng Shen, Liangpei Zhang, Yuanqing He
2015	J	`jnl`	Accurate Annotation of Remote Sensing Images via Active Spectral Clustering with Little Expert Knowledge. Remote. Sens. Gui-Song Xia, Zifeng Wang, Caiming Xiong, Liangpei Zhang
2015	J	`jnl`	Adaptive Anisotropic Diffusion Method for Polarimetric SAR Speckle Filtering. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Xiaoshuang Ma, Huanfeng Shen, Liangpei Zhang, Jie Yang, Hongyan Zhang
2015	J	`jnl`	Adaptive Multiobjective Memetic Fuzzy Clustering Algorithm for Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. Ailong Ma, Yanfei Zhong, Liangpei Zhang
2015	C	`conf`	Adaptive endmember extraction based sparse nonnegative matrix factorization with spatial local information. IGARSS Huali Li, Shutao Li, Liangpei Zhang
2015	J	`jnl`	An Abundance Characteristic-Based Independent Component Analysis for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. Nan Wang, Bo Du, Liangpei Zhang, Lifu Zhang
2015	J	`jnl`	An Adaptive Subpixel Mapping Method Based on MAP Model and Class Determination Strategy for Hyperspectral Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. Yanfei Zhong, Yunyun Wu, Xiong Xu, Liangpei Zhang
2015	J	`jnl`	An Error-Bound-Regularized Sparse Coding for Spatiotemporal Reflectance Fusion. IEEE Trans. Geosci. Remote. Sens. Bo Wu, Bo Huang, Liangpei Zhang
2015	J	`jnl`	An Image-Based Endmember Bundle Extraction Algorithm Using Both Spatial and Spectral Information. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Mingming Xu, Liangpei Zhang, Bo Du
2015	J	`jnl`	An Improved Nonlocal Sparse Unmixing Algorithm for Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. Ruyi Feng, Yanfei Zhong, Liangpei Zhang
2015	J	`jnl`	Automatic Labelling and Selection of Training Samples for High-Resolution Remote Sensing Image Classification over Urban Areas. Remote. Sens. Xin Huang, Chunlei Weng, Qikai Lu, Tiantian Feng, Liangpei Zhang
2015	J	`jnl`	Band Selection Using Improved Sparse Subspace Clustering for Hyperspectral Imagery Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Weiwei Sun, Liangpei Zhang, Bo Du, Weiyue Li, Yenming Mark Lai
2015	C	`conf`	Batch Mode Active Learning for Geographical Image Classification. APWeb Zengmao Wang, Bo Du, Lefei Zhang, Wenbin Hu, Dacheng Tao, Liangpei Zhang
2015	J	`jnl`	Change Detection Based on Pulse-Coupled Neural Networks and the NMI Feature for High Spatial Resolution Remote Sensing Imagery. IEEE Geosci. Remote. Sens. Lett. Yanfei Zhong, Wenfeng Liu, Ji Zhao, Liangpei Zhang
2015	J	`jnl`	Combining Pixel- and Object-Based Machine Learning for Identification of Water-Body Types From Urban High-Resolution Remote-Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Xin Huang, Cong Xie, Xing Fang, Liangpei Zhang
2015	J	`jnl`	Compression of hyperspectral remote sensing images by tensor approach. Neurocomputing Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang, Bo Du
2015	J	`jnl`	Detail-Preserving Smoothing Classifier Based on Conditional Random Fields for High Spatial Resolution Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. Ji Zhao, Yanfei Zhong, Liangpei Zhang
2015	J	`jnl`	Domain Adaptation for Remote Sensing Image Classification: A Low-Rank Reconstruction and Instance Weighting Label Propagation Inspired Algorithm. IEEE Trans. Geosci. Remote. Sens. Qian Shi, Bo Du, Liangpei Zhang
2015	J	`jnl`	Efficient Superpixel-Level Multitask Joint Sparse Representation for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Jiayi Li, Hongyan Zhang, Liangpei Zhang
2015	C	`conf`	Efficient superpixel-oriented multi-task joint sparse representation classification for hyperspectral imagery. IGARSS Jiayi Li, Hongyan Zhang, Liangpei Zhang
2015	J	`jnl`	Ensemble manifold regularized sparse low-rank approximation for multiview feature embedding. Pattern Recognit. Lefei Zhang, Qian Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang, Bo Du
2015	C	`conf`	Fast binary coding for satellite image scene classification. IGARSS Fan Hu, Zifeng Wang, Gui-Song Xia, Bin Luo, Liangpei Zhang
2015	C	`conf`	Finding edges of buildings via a junction process in high-resolution remotely sensed images. IGARSS Bowen Xu, Nan Xue, Gui-Song Xia, Liangpei Zhang
2015	J	`jnl`	Foreword to the Special Issue on Information Extraction From High-Spatial-Resolution Optical Remotely Sensed Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Xin Huang, Mathieu Fauvel, Mauro Dalla Mura, Liangpei Zhang
2015	J	`jnl`	Fusion of multi-scale DEMs using a regularized super-resolution method. Int. J. Geogr. Inf. Sci. Linwei Yue, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang
2015	J	`jnl`	Hyperspectral Anomaly Detection by the Use of Background Joint Sparse Representation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Jiayi Li, Hongyan Zhang, Liangpei Zhang, Li Ma
2015	J	`jnl`	Hyperspectral Image Denoising via Noise-Adjusted Iterative Low-Rank Matrix Approximation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Wei He, Hongyan Zhang, Liangpei Zhang, Huanfeng Shen
2015	J	`jnl`	Hyperspectral anomaly change detection with slow feature analysis. Neurocomputing Chen Wu, Liangpei Zhang, Bo Du
2015	J	`jnl`	Hyperspectral image recovery employing a multidimensional nonlocal total variation model. Signal Process. Jie Li, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang
2015	—	`conf`	Improving the spatial resolution of hyperspectral image using panchromatic and multispectral images: An integrated method. WHISPERS Xiangchao Meng, Huanfeng Shen, Huifang Li, Qiangqiang Yuan, Hongyan Zhang, Liangpei Zhang
2015	C	`conf`	Local decision maximum margin metric learning for hyperspectral target detection. IGARSS Yanni Dong, Bo Du, Lefei Zhang, Liangpei Zhang
2015	J	`jnl`	Multiple Feature Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Jun Li, Xin Huang, Paolo Gamba, José M. Bioucas-Dias, Liangpei Zhang, Jón Atli Benediktsson, Antonio J. Plaza
2015	—	`conf`	Non-local sub-pixel mapping for hyperspectral imagery. WHISPERS Yanfei Zhong, Yunyun Wu, Ruyi Feng, Xiong Xu, Liangpei Zhang
2015	—	`conf`	Normalized cut segmentation with edge constraint for high resolution remote sensing imagery. RAM/CIS Rongrong Gao, Yanfei Zhong, Bei Zhao, Liangpei Zhang
2015	J	`jnl`	Reconstructing MODIS LST Based on Multitemporal Classification and Robust Regression. IEEE Geosci. Remote. Sens. Lett. Chao Zeng, Huanfeng Shen, Mingliang Zhong, Liangpei Zhang, Penghai Wu
2015	—	`conf`	Relationships analysis of land surface temperature with vegetation indicators and impervious surface fraction by fusing multi-temporal and multi-sensor remotely sensed data. JURSE Liwen Huang, Huanfeng Shen, Penghai Wu, Liangpei Zhang, Chao Zeng
2015	C	`conf`	SISTOR: A statistics-inspired sparsity target detector for hyperspectral images. IGARSS Yuxiang Zhang, Bo Du, Liangpei Zhang
2015	J	`jnl`	Saliency-Guided Unsupervised Feature Learning for Scene Classification. IEEE Trans. Geosci. Remote. Sens. Fan Zhang, Bo Du, Liangpei Zhang
2015	J	`jnl`	Scene Classification Based on the Multifeature Fusion Probabilistic Topic Model for High Spatial Resolution Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. Yanfei Zhong, Qiqi Zhu, Liangpei Zhang
2015	C	`conf`	Snow depth retrieval based on a novel sea ice concentration algorithm from AMSR-E datasets. IGARSS Tingting Zhu, Fei Li, Yu Zhang, Shengkai Zhang, Weifeng Hao, Liangpei Zhang
2015	J	`jnl`	Spaceborne Earth-Observing Optical Sensor Static Capability Index for Clustering. IEEE Trans. Geosci. Remote. Sens. Nengcheng Chen, Chenjie Xing, Xiang Zhang, Liangpei Zhang, Jianya Gong
2015	J	`jnl`	Spatial Coherence-Based Batch-Mode Active Learning for Remote Sensing Image Classification. IEEE Trans. Image Process. Qian Shi, Bo Du, Liangpei Zhang
2015	J	`jnl`	Spatiotemporal Detection and Analysis of Urban Villages in Mega City Regions of China Using High-Resolution Remotely Sensed Imagery. IEEE Trans. Geosci. Remote. Sens. Xin Huang, Hui Liu, Liangpei Zhang
2015	C	`conf`	Spectral-spatial DNA encoding discriminative classifier for hyperspectral remote sensing imagery. IGARSS Ailong Ma, Yanfei Zhong, Bei Zhao, Hongzan Jiao, Liangpei Zhang
2015	—	`conf`	Spectral-spatial clustering of hyperspectral remote sensing image with sparse subspace clustering model. WHISPERS Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li, Xiong Xu
2015	C	`conf`	Spectral-spatial conditional random field classifier with location cues for high spatial resolution imagery. IGARSS Ji Zhao, Yanfei Zhong, Hong Shu, Liangpei Zhang
2015	J	`jnl`	Sub-Pixel Mapping Based on Conditional Random Fields for Hyperspectral Remote Sensing Imagery. IEEE J. Sel. Top. Signal Process. Ji Zhao, Yanfei Zhong, Yunyun Wu, Liangpei Zhang, Hong Shu
2015	—	`conf`	Sub-pixel land-cover change detection based on pixel unmixing and EM algorithm. WHISPERS Ke Wu, Yue Ma, Liangpei Zhang
2015	J	`jnl`	Target Detection Based on Random Forest Metric Learning. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Yanni Dong, Bo Du, Liangpei Zhang
2015	—	`conf`	The Unsupervised Hierarchical Convolutional Sparse Auto-Encoder for Neuroimaging Data Classification. BIH Xiaobing Han, Yanfei Zhong, Lifang He, Philip S. Yu, Liangpei Zhang
2015	—	`conf`	The bag-of-visual-words scene classifier combining local and global features for high spatial resolution imagery. FSKD Qiqi Zhu, Yanfei Zhong, Bei Zhao, Gui-Song Xia, Liangpei Zhang
2015	J	`jnl`	Transferring Deep Convolutional Neural Networks for the Scene Classification of High-Resolution Remote Sensing Imagery. Remote. Sens. Fan Hu, Gui-Song Xia, Jingwen Hu, Liangpei Zhang
2015	J	`jnl`	Unsupervised Feature Learning Via Spectral Clustering of Multidimensional Patches for Remotely Sensed Scene Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Fan Hu, Gui-Song Xia, Zifeng Wang, Xin Huang, Liangpei Zhang, Hong Sun
2015	—	`conf`	Unsupervised change detection based on conditional random fields and texture feature for high resolution remote sensing imagery. ChinaSIP Pengyuan Lv, Yanfei Zhong, Ji Zhao, Liangpei Zhang
2015	Misc	`conf`	Unsupervised hierarchical convolutional sparse auto-encoder for high spatial resolution imagery scene classification. ICNC Xiaobing Han, Yanfei Zhong, Bei Zhao, Liangpei Zhang
2015	J	`jnl`	基于类别可分性的高光谱图像波段选择 (Supervised Band Selection Based on Class Separability for Hyperspectral Image). 计算机科学 Mingming Xu, Liangpei Zhang, Bo Du, Lefei Zhang
2014	J	`jnl`	A Discriminative Metric Learning Based Anomaly Detection Method. IEEE Trans. Geosci. Remote. Sens. Bo Du, Liangpei Zhang
2014	J	`jnl`	A Hybrid Object-Oriented Conditional Random Field Classification Framework for High Spatial Resolution Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. Yanfei Zhong, Ji Zhao, Liangpei Zhang
2014	J	`jnl`	A Multichannel Gray Level Co-Occurrence Matrix for Multi/Hyperspectral Image Texture Representation. Remote. Sens. Xin Huang, Xiaobo Liu, Liangpei Zhang
2014	J	`jnl`	A Nonlocal Weighted Joint Sparse Representation Classification Method for Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Hongyan Zhang, Jiayi Li, Yuancheng Huang, Liangpei Zhang
2014	J	`jnl`	A Novel Clustering-Based Feature Representation for the Classification of Hyperspectral Imagery. Remote. Sens. Qikai Lu, Xin Huang, Liangpei Zhang
2014	J	`jnl`	A Principal Component Based Haze Masking Method for Visible Images. IEEE Geosci. Remote. Sens. Lett. Huifang Li, Liangpei Zhang, Huanfeng Shen
2014	J	`jnl`	A Robust Nonlinear Hyperspectral Anomaly Detection Approach. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Rui Zhao, Bo Du, Liangpei Zhang
2014	J	`jnl`	A Support Vector Conditional Random Fields Classifier With a Mahalanobis Distance Boundary Constraint for High Spatial Resolution Remote Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Yanfei Zhong, Xuemei Lin, Liangpei Zhang
2014	C	`conf`	A content based MAP retrieval system for land cover data. IGARSS Jun Liu, Bin Luo, Liangpei Zhang
2014	J	`jnl`	A locally adaptive L Signal Process. Linwei Yue, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang
2014	C	`conf`	A noise-adjusted iterative randomized singular value decomposition method for hyperspectral image denoising. IGARSS Wei He, Hongyan Zhang, Liangpei Zhang, Huanfeng Shen
2014	J	`jnl`	A spatially adaptive retinex variational model for the uneven intensity correction of remote sensing images. Signal Process. Xia Lan, Huanfeng Shen, Liangpei Zhang, Qiangqiang Yuan
2014	J	`jnl`	A sub-pixel mapping method based on an attraction model for multiple shifted remotely sensed images. Neurocomputing Xiong Xu, Yanfei Zhong, Liangpei Zhang
2014	J	`jnl`	Adaptive Subpixel Mapping Based on a Multiagent System for Remote-Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. Xiong Xu, Yanfei Zhong, Liangpei Zhang
2014	J	`jnl`	An Adaptive Differential Evolution Endmember Extraction Algorithm for Hyperspectral Remote Sensing Imagery. IEEE Geosci. Remote. Sens. Lett. Yanfei Zhong, Lin Zhao, Liangpei Zhang
2014	J	`jnl`	An Adaptive Memetic Fuzzy Clustering Algorithm With Spatial Information for Remote Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Yanfei Zhong, Ailong Ma, Liangpei Zhang
2014	J	`jnl`	An Adaptive Nonlocal Regularized Shadow Removal Method for Aerial Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. Huifang Li, Liangpei Zhang, Huanfeng Shen
2014	J	`jnl`	An Automatic Robust Iteratively Reweighted Unstructured Detector for Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Ting Wang, Bo Du, Liangpei Zhang
2014	J	`jnl`	An Online Coupled Dictionary Learning Approach for Remote Sensing Image Fusion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Min Guo, Hongyan Zhang, Jiayi Li, Liangpei Zhang, Huanfeng Shen
2014	J	`jnl`	An Unsupervised Spectral Matching Classifier Based on Artificial DNA Computing for Hyperspectral Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. Hongzan Jiao, Yanfei Zhong, Liangpei Zhang
2014	—	`conf`	An improved weight-calculation non-local sparse unmixing for hyperspectral imagery. WHISPERS Ruyi Feng, Yanfei Zhong, Liangpei Zhang
2014	C	`conf`	Analysis model based recovery of remote sensing data. IGARSS Xinghua Li, Huanfeng Shen, Huifang Li, Liangpei Zhang
2014	C	`conf`	Anisotropic diffusion on complex tensor fields for PolSAR image filtering. IGARSS Nan Xue, Gui-Song Xia, Liangpei Zhang
2014	J	`jnl`	Automatic Radiometric Normalization for Multitemporal Remote Sensing Imagery With Iterative Slow Feature Analysis. IEEE Trans. Geosci. Remote. Sens. Liangpei Zhang, Chen Wu, Bo Du
2014	C	`conf`	Background joint sparse representation for hyperspectral image subpixel anomaly detection. IGARSS Jiayi Li, Hongyan Zhang, Liangpei Zhang
2014	J	`jnl`	Blind Restoration of Remote Sensing Images by a Combination of Automatic Knife-Edge Detection and Alternating Minimization. Remote. Sens. Huanfeng Shen, Wennan Zhao, Qiangqiang Yuan, Liangpei Zhang
2014	J	`jnl`	Building Change Detection From Multitemporal High-Resolution Remotely Sensed Images Based on a Morphological Building Index. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Xin Huang, Liangpei Zhang, Tingting Zhu
2014	J	`jnl`	Characteristics Analysis and Classification of Crop Harvest Patterns by Exploiting High-Frequency MultiPolarization SAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Lingli Zhao, Jie Yang, Pingxiang Li, Liangpei Zhang
2014	J	`jnl`	Compressed Sensing-Based Inpainting of Aqua Moderate Resolution Imaging Spectroradiometer Band 6 Using Adaptive Spectrum-Weighted Sparse Bayesian Dictionary Learning. IEEE Trans. Geosci. Remote. Sens. Huanfeng Shen, Xinghua Li, Liangpei Zhang, Dacheng Tao, Chao Zeng
2014	J	`jnl`	Dead Pixel Completion of Aqua MODIS Band 6 Using a Robust M-Estimator Multiregression. IEEE Geosci. Remote. Sens. Lett. Xinghua Li, Huanfeng Shen, Liangpei Zhang, Hongyan Zhang, Qiangqiang Yuan
2014	J	`jnl`	Feature Selection via Cramer's V-Test Discretization for Remote-Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. Bo Wu, Liangpei Zhang, Yindi Zhao
2014	J	`jnl`	Hyperspectral Image Classification by Nonlocal Joint Collaborative Representation With a Locally Adaptive Dictionary. IEEE Trans. Geosci. Remote. Sens. Jiayi Li, Hongyan Zhang, Yuancheng Huang, Liangpei Zhang
2014	J	`jnl`	Hyperspectral Image Denoising With a Spatial-Spectral View Fusion Strategy. IEEE Trans. Geosci. Remote. Sens. Qiangqiang Yuan, Liangpei Zhang, Huanfeng Shen
2014	J	`jnl`	Hyperspectral Image Restoration Using Low-Rank Matrix Recovery. IEEE Trans. Geosci. Remote. Sens. Hongyan Zhang, Wei He, Liangpei Zhang, Huanfeng Shen, Qiangqiang Yuan
2014	J	`jnl`	Hyperspectral Remote Sensing Image Subpixel Target Detection Based on Supervised Metric Learning. IEEE Trans. Geosci. Remote. Sens. Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang, Bo Du
2014	J	`jnl`	Inpainting for Remotely Sensed Images With a Multichannel Nonlocal Total Variation Model. IEEE Trans. Geosci. Remote. Sens. Qing Cheng, Huanfeng Shen, Liangpei Zhang, Pingxiang Li
2014	C	`conf`	Multi-feature probability topic scene classifier for high spatial resolution remote sensing imagery. IGARSS Qiqi Zhu, Yanfei Zhong, Liangpei Zhang
2014	J	`jnl`	Multiagent Object-Based Classifier for High Spatial Resolution Imagery. IEEE Trans. Geosci. Remote. Sens. Yanfei Zhong, Bei Zhao, Liangpei Zhang
2014	J	`jnl`	Multiple Morphological Profiles From Multicomponent-Base Images for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Xin Huang, Xuehua Guan, Jón Atli Benediktsson, Liangpei Zhang, Jun Li, Antonio Plaza, Mauro Dalla Mura
2014	J	`jnl`	New Postprocessing Methods for Remote Sensing Image Classification: A Systematic Study. IEEE Trans. Geosci. Remote. Sens. Xin Huang, Qikai Lu, Liangpei Zhang, Antonio Plaza
2014	J	`jnl`	Non-Local Sparse Unmixing for Hyperspectral Remote Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Yanfei Zhong, Ruyi Feng, Liangpei Zhang
2014	C	`conf`	Non-local euclidean medians sparse unmixing for hyperspectral remote sensing imagery. IGARSS Ruyi Feng, Yanfei Zhong, Liangpei Zhang
2014	J	`jnl`	Polarimetric-Spatial Classification of SAR Images Based on the Fusion of Multiple Classifiers. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Xiaoshuang Ma, Huanfeng Shen, Jie Yang, Liangpei Zhang, Pingxiang Li
2014	J	`jnl`	Quality Assessment of Panchromatic and Multispectral Image Fusion for the ZY-3 Satellite: From an Information Extraction Perspective. IEEE Geosci. Remote. Sens. Lett. Xin Huang, Dawei Wen, Junfeng Xie, Liangpei Zhang
2014	J	`jnl`	Recovering Quantitative Remote Sensing Products Contaminated by Thick Clouds and Shadows Using Multitemporal Dictionary Learning. IEEE Trans. Geosci. Remote. Sens. Xinghua Li, Huanfeng Shen, Liangpei Zhang, Hongyan Zhang, Qiangqiang Yuan, Gang Yang
2014	J	`jnl`	Regularization Framework for Target Detection in Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. Yuxiang Zhang, Bo Du, Liangpei Zhang
2014	C	`conf`	Remote sensing image super-resolution via regional spatially adaptive total variation model. IGARSS Qiangqiang Yuan, Li Yan, Jiancheng Li, Liangpei Zhang
2014	B	`conf`	Remote sensing imagery clustering using an adaptive bi-objective memetic method. IEEE Congress on Evolutionary Computation Ailong Ma, Yanfei Zhong, Liangpei Zhang
2014	J	`jnl`	Robust Autodual Morphological Profiles for the Classification of High-Resolution Satellite Images. IEEE Trans. Geosci. Remote. Sens. Bin Luo, Liangpei Zhang
2014	J	`jnl`	Robust Registration by Rank Minimization for Multiangle Hyper/Multispectral Remotely Sensed Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Ting Hu, Hongyan Zhang, Huanfeng Shen, Liangpei Zhang
2014	J	`jnl`	Slow Feature Analysis for Change Detection in Multispectral Imagery. IEEE Trans. Geosci. Remote. Sens. Chen Wu, Bo Du, Liangpei Zhang
2014	—	`conf`	Slow feature analysis for hyperspectral change detection. WHISPERS Chen Wu, Bo Du, Liangpei Zhang
2014	J	`jnl`	Sparse Transfer Manifold Embedding for Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang
2014	J	`jnl`	Spatial-Spectral Information Based Abundance-Constrained Endmember Extraction Methods. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Mingming Xu, Bo Du, Liangpei Zhang
2014	C	`conf`	Spatially adaptive nonlocal total variation for PolSAR despeckling. IGARSS Xiaoshuang Ma, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang
2014	C	`conf`	Spectral active clustering of remote sensing images. IGARSS Zifeng Wang, Gui-Song Xia, Caiming Xiong, Liangpei Zhang
2014	J	`jnl`	Super-Resolution Reconstruction for Multi-Angle Remote Sensing Images Considering Resolution Differences. Remote. Sens. Hongyan Zhang, Zeyu Yang, Liangpei Zhang, Huanfeng Shen
2014	J	`jnl`	Supervised Segmentation of Very High Resolution Images by the Use of Extended Morphological Attribute Profiles and a Sparse Transform. IEEE Geosci. Remote. Sens. Lett. Jiayi Li, Hongyan Zhang, Liangpei Zhang
2014	—	`conf`	Support tensor machine with local pixel neighborhood for hyperspectral image classification. WHISPERS Xian Guo, Xin Huang, Liangpei Zhang, Lefei Zhang
2014	J	`jnl`	Target detection based on a dynamic subspace. Pattern Recognit. Bo Du, Liangpei Zhang
2014	B	`conf`	Texture Analysis with Shape Co-occurrence Patterns. ICPR Gang Liu, Gui-Song Xia, Wen Yang, Liangpei Zhang
2014	J	`jnl`	Three-Dimensional Wavelet Texture Feature Extraction and Classification for Multi/Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. Xian Guo, Xin Huang, Liangpei Zhang
2014	J	`jnl`	Two-Step Sparse Coding for the Pan-Sharpening of Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Cheng Jiang, Hongyan Zhang, Huanfeng Shen, Liangpei Zhang
2014	C	`conf`	Unsupervised feature coding on local patch manifold for satellite image scene classification. IGARSS Fan Hu, Gui-Song Xia, Zifeng Wang, Liangpei Zhang, Hong Sun
2013	J	`jnl`	A Background Self-Learning Framework for Unstructured Target Detectors. IEEE Geosci. Remote. Sens. Lett. Ting Wang, Bo Du, Liangpei Zhang
2013	J	`jnl`	A Kernel-Based Target-Constrained Interference-Minimized Filter for Hyperspectral Sub-Pixel Target Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Ting Wang, Bo Du, Liangpei Zhang
2013	J	`jnl`	A Subspace-Based Change Detection Method for Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Chen Wu, Bo Du, Liangpei Zhang
2013	C	`conf`	A nonlinear regression classification algorithm with small sample set for hyperspectral image. IGARSS Jiayi Li, Hongyan Zhang, Liangpei Zhang
2013	C	`conf`	A perception-inspired building index for automatic built-up area detection in high-resolution satellite images. IGARSS Gang Liu, Gui-Song Xia, Xin Huang, Wen Yang, Liangpei Zhang
2013	—	`conf`	A spatial filter based framework for target detection in hyperspectral imagery. WHISPERS Yuxiang Zhang, Bo Du, Liangpei Zhang
2013	—	`conf`	A unified sub-pixel mapping model integrating spectral unmixing for hyperspectral imagery. WHISPERS Xiong Xu, Yanfei Zhong, Liangpei Zhang, Hongyan Zhang, Ruyi Feng
2013	C	`conf`	Adaptive Differential Evolution Fuzzy Clustering Algorithm with Spatial Information and Kernel Metric for Remote Sensing Imagery. IDEAL Ailong Ma, Yanfei Zhong, Liangpei Zhang
2013	Misc	`conf`	An Adaptive Non-local Means Filter Based on Region Homogeneity. ICIG Xia Lan, Huanfeng Shen, Liangpei Zhang
2013	Misc	`conf`	An Automatic Relative Radiometric Correction Method Based on Slow Feature Analysis. ICIG Chen Wu, Bo Du, Liangpei Zhang
2013	J	`jnl`	An Endmember Dissimilarity Constrained Non-Negative Matrix Factorization Method for Hyperspectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Nan Wang, Bo Du, Liangpei Zhang
2013	J	`jnl`	An Energy-Driven Total Variation Model for Segmentation and Classification of High Spatial Resolution Remote-Sensing Imagery. IEEE Geosci. Remote. Sens. Lett. Qian Zhang, Xin Huang, Liangpei Zhang
2013	J	`jnl`	An SVM Ensemble Approach Combining Spectral, Structural, and Semantic Features for the Classification of High-Resolution Remotely Sensed Imagery. IEEE Trans. Geosci. Remote. Sens. Xin Huang, Liangpei Zhang
2013	J	`jnl`	Automatic Fuzzy Clustering Based on Adaptive Multi-Objective Differential Evolution for Remote Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Yanfei Zhong, Shuai Zhang, Liangpei Zhang
2013	J	`jnl`	Crop Yield Estimation Based on Unsupervised Linear Unmixing of Multidate Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. Bin Luo, Chenghai Yang, Jocelyn Chanussot, Liangpei Zhang
2013	J	`jnl`	Decision-Based Fusion for Pansharpening of Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. Bin Luo, Muhammad Murtaza Khan, Thibaut Bienvenu, Jocelyn Chanussot, Liangpei Zhang
2013	J	`jnl`	Empirical Automatic Estimation of the Number of Endmembers in Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. Bin Luo, Jocelyn Chanussot, Sylvain Douté, Liangpei Zhang
2013	—	`conf`	Endmember extraction analysis considering endmember variability. WHISPERS Mingming Xu, Liangpei Zhang, Bo Du
2013	J	`jnl`	Fault-Tolerant Building Change Detection From Urban High-Resolution Remote Sensing Imagery. IEEE Geosci. Remote. Sens. Lett. Yuqi Tang, Xin Huang, Liangpei Zhang
2013	J	`jnl`	GeoPWProv: Interleaving Map and Faceted Metadata for Provenance Visualization and Navigation. IEEE Trans. Geosci. Remote. Sens. Ziheng Sun, Peng Yue, Lei Hu, Jianya Gong, Liangpei Zhang, Xianchang Lu
2013	C	`conf`	Hybrid generative/discriminative scene classification strategy based on latent dirichlet allocation for high spatial resolution remote sensing imagery. IGARSS Bei Zhao, Yanfei Zhong, Liangpei Zhang
2013	—	`conf`	Hyperspectral Medical Images Unmixing for Cancer Screening Based on Rotational Independent Component Analysis. IScIDE Bo Du, Nan Wang, Liangpei Zhang, Dacheng Tao
2013	C	`conf`	Hyperspectral images reconstruction based super-pixel mapping using cross-channel sparse model. IGARSS Jie Li, Chao Zeng, Qiangqiang Yuan, Liangpei Zhang, Huanfeng Shen
2013	—	`conf`	Hypspectral image denoising via multidimensional nonlocal model. WHISPERS Jie Li, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang, Wei Gong
2013	J	`jnl`	Indexing of Remote Sensing Images With Different Resolutions by Multiple Features. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Bin Luo, Shujing Jiang, Liangpei Zhang
2013	—	`conf`	Nonnegative Discriminative Manifold Learning for Hyperspectral Data Dimension Reduction. IScIDE Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang, Bo Du
2013	—	`conf`	Nonnegative discriminative manifold learning for hyperspectral data dimension reduction. WHISPERS Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang, Gui-Song Xia
2013	J	`jnl`	Regional Spatially Adaptive Total Variation Super-Resolution With Spatial Information Filtering and Clustering. IEEE Trans. Image Process. Qiangqiang Yuan, Liangpei Zhang, Huanfeng Shen
2013	B	`conf`	Scientific Issues and Progress of the Chinese Integrated Earth Observation Sensor Web Project. SMC Nengcheng Chen, Fangling Pu, Chuli Hu, Xiang Zhang, Wenying Du, Liangpei Zhang
2013	J	`jnl`	Semisupervised Discriminative Locally Enhanced Alignment for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Qian Shi, Liangpei Zhang, Bo Du
2013	J	`jnl`	Single image haze removal considering sensor blur and noise. EURASIP J. Adv. Signal Process. Xia Lan, Liangpei Zhang, Huanfeng Shen, Qiangqiang Yuan, Huifang Li
2013	C	`conf`	Spatial correlated information based batch mode active learning method for remote sensing image classification. IGARSS Qian Shi, Liangpei Zhang, Bo Du
2013	J	`jnl`	Sub-Pixel Mapping Based on a MAP Model With Multiple Shifted Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Xiong Xu, Yanfei Zhong, Liangpei Zhang, Hongyan Zhang
2013	J	`jnl`	Sub-pixel mapping based on artificial immune systems for remote sensing imagery. Pattern Recognit. Yanfei Zhong, Liangpei Zhang
2013	C	`conf`	Subspace clustering based on decision fusion strategy for hyperspectral imagery. IGARSS Hongzan Jiao, Yanfei Zhong, Liangpei Zhang, Pingxiang Li
2013	J	`jnl`	Supervised Graph Embedding for Polarimetric SAR Image Classification. IEEE Geosci. Remote. Sens. Lett. Lei Shi, Lefei Zhang, Jie Yang, Liangpei Zhang, Pingxiang Li
2013	J	`jnl`	Tensor Discriminative Locality Alignment for Hyperspectral Image Spectral-Spatial Feature Extraction. IEEE Trans. Geosci. Remote. Sens. Liangpei Zhang, Lefei Zhang, Dacheng Tao, Xin Huang
2013	J	`jnl`	Unsupervised transfer learning for target detection from hyperspectral images. Neurocomputing Bo Du, Liangpei Zhang, Dacheng Tao, Dengyi Zhang
2012	J	`jnl`	A Blind Restoration Method for Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. Huanfeng Shen, Lijun Du, Liangpei Zhang, Wei Gong
2012	J	`jnl`	A Perceptually Inspired Variational Method for the Uneven Intensity Correction of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. Huifang Li, Liangpei Zhang, Huanfeng Shen
2012	J	`jnl`	A Practical Compressed Sensing-Based Pan-Sharpening Method. IEEE Geosci. Remote. Sens. Lett. Cheng Jiang, Hongyan Zhang, Huanfeng Shen, Liangpei Zhang
2012	J	`jnl`	A Statistical Polarimetric Decomposition Solution Based on the Maximum-Likelihood Estimator. IEEE Geosci. Remote. Sens. Lett. Lei Shi, Pingxiang Li, Jie Yang, Liangpei Zhang
2012	—	`conf`	A local subspace based nonlinear target detector. WHISPERS Ting Wang, Bo Du, Liangpei Zhang
2012	—	`conf`	A method for object identification in multispectral image based on tensor approach. WHISPERS Lefei Zhang, Xin Huang, Bo Du, Liangpei Zhang
2012	—	`conf`	A spectral dissimilarity constrained nonnegative matrix factorization based cancer screening algorithm from hyperspectral fluorescence images. ICCH Bo Du, Liangpei Zhang, Dacheng Tao, Nan Wang, Tao Chen
2012	J	`jnl`	A super-resolution reconstruction algorithm for hyperspectral images. Signal Process. Hongyan Zhang, Liangpei Zhang, Huanfeng Shen
2012	J	`jnl`	Adjustable Model-Based Fusion Method for Multispectral and Panchromatic Images. IEEE Trans. Syst. Man Cybern. Part B Liangpei Zhang, Huanfeng Shen, Wei Gong, Hongyan Zhang
2012	J	`jnl`	An Adaptive Artificial Immune Network for Supervised Classification of Multi-/Hyperspectral Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. Yanfei Zhong, Liangpei Zhang
2012	—	`conf`	An endmember dissimilarity based Non-negative Matrix Factorization method for hyperspectral unmixing. WHISPERS Nan Wang, Liangpei Zhang, Bo Du
2012	—	`conf`	An endmember extraction framework based on abundance constraint. WHISPERS Mingming Xu, Liangpei Zhang, Bo Du, Liqun Liu
2012	—	`conf`	An novel active learning strategy for hyperspectral image classification. WHISPERS Qian Shi, Liangpei Zhang, Bo Du
2012	J	`jnl`	Artificial DNA Computing-Based Spectral Encoding and Matching Algorithm for Hyperspectral Remote Sensing Data. IEEE Trans. Geosci. Remote. Sens. Hongzan Jiao, Yanfei Zhong, Liangpei Zhang
2012	—	`conf`	Classifiction for hyperspectral imagery based on nonlocal weighted joint sparsity model. WHISPERS Jiayi Li, Hongyan Zhang, Yuancheng Huang, Liangpei Zhang
2012	C	`conf`	Extraction of minerals on the south pole of the planet Mars by unsupervised linear unmixing of hyperspectral images. IGARSS Bin Luo, Sylvain Douté, Xavier Ceamanos, Jocelyn Chanussot, Liangpei Zhang
2012	—	`conf`	Foreword. WHISPERS Liangpei Zhang, Jenny Q. Du
2012	J	`jnl`	Hyperspectral Image Denoising Employing a Spectral-Spatial Adaptive Total Variation Model. IEEE Trans. Geosci. Remote. Sens. Qiangqiang Yuan, Liangpei Zhang, Huanfeng Shen
2012	—	`conf`	Hypspectral image denoising with a multi-view fusion strategy. WHISPERS Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang, Xia Lan
2012	J	`jnl`	Morphological Building/Shadow Index for Building Extraction From High-Resolution Imagery Over Urban Areas. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Xin Huang, Liangpei Zhang
2012	J	`jnl`	Multiframe Super-Resolution Employing a Spatially Weighted Total Variation Model. IEEE Trans. Circuits Syst. Video Technol. Qiangqiang Yuan, Liangpei Zhang, Huanfeng Shen
2012	—	`conf`	Non-local sparse spectral unmixing for remote sensing imagery. WHISPERS Ruyi Feng, Yanfei Zhong, Liangpei Zhang
2012	J	`jnl`	On Combining Multiple Features for Hyperspectral Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang
2012	J	`jnl`	Recent advances in hyperspectral image processing. Geo spatial Inf. Sci. Liangpei Zhang, Bo Du
2012	J	`jnl`	Remote Sensing Image Subpixel Mapping Based on Adaptive Differential Evolution. IEEE Trans. Syst. Man Cybern. Part B Yanfei Zhong, Liangpei Zhang
2012	J	`jnl`	Remotely sensed image retrieval based on region-level semantic mining. EURASIP J. Image Video Process. Tingting Liu, Liangpei Zhang, Pingxiang Li, Hui Lin
2012	C	`conf`	Research on image reconstruction based and pixel unmixing based sub-pixel mapping methods. IGARSS Liangpei Zhang, Xiong Xu, Jie Li, Huanfeng Shen, Yanfei Zhong, Xin Huang
2012	—	`conf`	Targeted change detection for stacked multi-temporal hyperspectral image. WHISPERS Chen Wu, Liangpei Zhang, Bo Du
2011	J	`jnl`	A Hybrid Automatic Endmember Extraction Algorithm Based on a Local Window. IEEE Trans. Geosci. Remote. Sens. Huali Li, Liangpei Zhang
2011	J	`jnl`	A Multifeature Tensor for Remote-Sensing Target Recognition. IEEE Geosci. Remote. Sens. Lett. Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang
2011	J	`jnl`	A scale-based forward-and-backward diffusion process for adaptive image enhancement and denoising. EURASIP J. Adv. Signal Process. Yi Wang, Ruiqing Niu, Liangpei Zhang, Ke Wu, Hichem Sahli
2011	—	`conf`	Improved Design of GPRS Wireless Security System Based on AES. CSEE (1) Taolin Ma, Xiaolan Sun, Liangpei Zhang
2011	—	`conf`	New Unsupervised change detection algorithm based on the MRF in remote sensing image. JURSE Lifei Wei, Yanfei Zhong, Liangpei Zhang, Pingxiang Li
2011	J	`jnl`	Random-Selection-Based Anomaly Detector for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. Bo Du, Liangpei Zhang
2011	J	`jnl`	Recovering Reflectance of AQUA MODIS Band 6 Based on Within-Class Local Fitting. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Huanfeng Shen, Chao Zeng, Liangpei Zhang
2011	J	`jnl`	Sharing geospatial provenance in a service-oriented environment. Comput. Environ. Urban Syst. Peng Yue, Yaxing Wei, Liping Di, Lianlian He, Jianya Gong, Liangpei Zhang
2011	—	`conf`	Sub-pixel Mapping with Multiple Shifted Remotely Sensed Images Based on Attraction Model. IScIDE Xiong Xu, Yanfei Zhong, Liangpei Zhang
2011	C	`conf`	Sub-pixel mapping algorithm based on adaptive differential evolution for remote sensing imagery. IGARSS Yanfei Zhong, Liangpei Zhang
2011	Misc	`conf`	Unsupervised remote sensing image classification using an artificial DNA computing. ICNC Hongzan Jiao, Yanfei Zhong, Liangpei Zhang, Pingxiang Li
2010	J	`jnl`	A super-resolution reconstruction algorithm for surveillance images. Signal Process. Liangpei Zhang, Hongyan Zhang, Huanfeng Shen, Pingxiang Li
2010	J	`jnl`	Adaptive Multiple-Frame Image Super-Resolution Based on U-Curve. IEEE Trans. Image Process. Qiangqiang Yuan, Liangpei Zhang, Huanfeng Shen, Pingxiang Li
2010	—	`conf`	An advanced change detection method based on object-oriented classification of multi-band remote sensing image. Geoinformatics Lifei Wei, Pingxiang Li, Liangpei Zhang, Yanfei Zhong
2010	J	`jnl`	Comparison of Vector Stacking, Multi-SVMs Fuzzy Output, and Multi-SVMs Voting Methods for Multiscale VHR Urban Mapping. IEEE Geosci. Remote. Sens. Lett. Xin Huang, Liangpei Zhang
2010	J	`jnl`	High-resolution hyper-spectral image classification with parts-based feature and morphology profile in urban area. Geo spatial Inf. Sci. Yuancheng Huang, Liangpei Zhang, Pingxiang Li, Yanfei Zhong
2010	J	`jnl`	Hybrid Detectors Based on Selective Endmembers. IEEE Trans. Geosci. Remote. Sens. Liangpei Zhang, Bo Du, Yanfei Zhong
2010	J	`jnl`	Object-oriented subspace analysis for airborne hyperspectral remote sensing imagery. Neurocomputing Liangpei Zhang, Xin Huang
2009	Misc	`conf`	A MAP Approach for Joint Image Registration, Blur Identification and Super Resolution. ICIG Hongyan Zhang, Liangpei Zhang, Huanfeng Shen, Pingxiang Li
2009	J	`jnl`	A MAP-Based Algorithm for Destriping and Inpainting of Remotely Sensed Images. IEEE Trans. Geosci. Remote. Sens. Huanfeng Shen, Liangpei Zhang
2009	—	`conf`	A Narrow Band Combination Model to Determine Leaf Nitrogen and Water Content in Rice. IGARSS (4) Shalei Song, Pingxiang Li, Wei Gong, Liangpei Zhang, Bo Zhu, Lilei Lv, Daoxi Zhang
2009	Misc	`conf`	A Structured Sub-pixel Target Detector for Hyperspectral Imagery. ICIG Yong Chen, Liangpei Zhang, Bo Du
2009	—	`conf`	A Sub-pixel Mapping Algorithm based on Artificial Immune Systems for Remote Sensing Imagery. IGARSS (3) Yanfei Zhong, Liangpei Zhang, Pingxiang Li, Huanfeng Shen
2009	—	`conf`	Cloud Amount and Aerosol Characteristic Research in the Atmosphere over Hubei Province, China. IGARSS (3) Yingying Ma, Wei Gong, Zhongmin Zhu, Liangpei Zhang, Pingxiang Li
2009	J	`jnl`	Evaluation of Morphological Texture Features for Mangrove Forest Mapping and Species Discrimination Using Multispectral IKONOS Imagery. IEEE Geosci. Remote. Sens. Lett. Xin Huang, Liangpei Zhang, Le Wang
2009	—	`conf`	Improving the quality of extracted endmembers. WHISPERS Qian Du, Liangpei Zhang, Nareenart Raksuntorn
2009	—	`conf`	Spectral Ratio Lidar for Objects Detection. IGARSS (2) Shalei Song, Pingxiang Li, Wei Gong, Liangpei Zhang, Bo Zhu, Lilei Lv, Daoxi Zhang
2009	J	`jnl`	Super-Resolution Reconstruction Algorithm To MODIS Remote Sensing Images. Comput. J. Huanfeng Shen, Michael K. Ng, Pingxiang Li, Liangpei Zhang
2008	J	`jnl`	A new sub-pixel mapping algorithm based on a BP neural network with an observation model. Neurocomputing Liangpei Zhang, Ke Wu, Yanfei Zhong, Pingxiang Li
2008	—	`conf`	Aerosol Character Comparison of CALIPSO and Sunphotometer in Hubei Province, China. IGARSS (3) Yingying Ma, Wei Gong, Jun Li, Zhongmin Zhu, Liangpei Zhang, Pingxiang Li
2008	J	`jnl`	An Adaptive Mean-Shift Analysis Approach for Object Extraction and Classification From Urban Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. Xin Huang, Liangpei Zhang
2008	—	`conf`	Retrieval of Aerosol Optical Properties based on Measurements of Lidar, Sun-Photometer, and CALIPSO at Wuhan, China. IGARSS (3) Jun Li, Wei Gong, Yingying Ma, Zhongmin Zhu, Pingxiang Li, Liangpei Zhang
2008	—	`conf`	Study of Atmospheric Correction in the Remote Sensing based on Multifunctional Raman/Mie Lidar System and Sunphotometer. IGARSS (3) Jinye Zhang, Wei Gong, Jun Li, Feiyue Mao, Rongliang Zeng, Zhenluan Hu, Liangpei Zhang, Pingxiang Li
2007	J	`jnl`	A MAP Approach for Joint Motion Estimation, Segmentation, and Super Resolution. IEEE Trans. Image Process. Huanfeng Shen, Liangpei Zhang, Bo Huang, Pingxiang Li
2007	J	`jnl`	A Supervised Artificial Immune Classifier for Remote-Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. Yanfei Zhong, Liangpei Zhang, Jianya Gong, Pingxiang Li
2007	J	`jnl`	A Total Variation Regularization Based Super-Resolution Reconstruction Algorithm for Digital Video. EURASIP J. Adv. Signal Process. Michael K. Ng, Huanfeng Shen, Edmund Y. Lam, Liangpei Zhang
2007	J	`jnl`	An Adaptive Multiscale Information Fusion Approach for Feature Extraction and Classification of IKONOS Multispectral Imagery Over Urban Areas. IEEE Geosci. Remote. Sens. Lett. Xin Huang, Liangpei Zhang, Pingxiang Li
2007	J	`jnl`	Classification and Extraction of Spatial Features in Urban Areas Using High-Resolution Multispectral Imagery. IEEE Geosci. Remote. Sens. Lett. Xin Huang, Liangpei Zhang, Pingxiang Li
2007	J	`jnl`	Classification of High Spatial Resolution Imagery Using Improved Gaussian Markov Random-Field-Based Texture Features. IEEE Trans. Geosci. Remote. Sens. Yindi Zhao, Liangpei Zhang, Pingxiang Li, Bo Huang
2007	J	`jnl`	Dimensionality Reduction Based on Clonal Selection for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. Liangpei Zhang, Yanfei Zhong, Bo Huang, Jianya Gong, Pingxiang Li
2007	J	`jnl`	Local Variance-Controlled Forward-and-Backward Diffusion for Image Enhancement and Noise Reduction. IEEE Trans. Image Process. Yi Wang, Liangpei Zhang, Pingxiang Li
2007	C	`conf`	The active-passive remote sensing for aerosol optical depth retrieval. IGARSS Zhongmin Zhu, Wei Gong, Pingxiang Li, Liangpei Zhang, Qianqing Qin, Yingying Ma, Shalei Song, Jun Li, Mengyu Liu, Zhongyu Hao
2006	J	`jnl`	A pixel shape index coupled with spectral information for classification of high spatial resolution remotely sensed imagery. IEEE Trans. Geosci. Remote. Sens. Liangpei Zhang, Xin Huang, Bo Huang, Pingxiang Li
2006	J	`jnl`	An unsupervised artificial immune classifier for multi/hyperspectral remote sensing imagery. IEEE Trans. Geosci. Remote. Sens. Yanfei Zhong, Liangpei Zhang, Bo Huang, Pingxiang Li
2006	—	`conf`	Nonlinear Estimation of Hyperspectral Mixture Pixel Proportion Based on Kernel Orthogonal Subspace Projection. ISNN (1) Bo Wu, Liangpei Zhang, Pingxiang Li, Jinmu Zhang
2005	C	`conf`	Abundance estimation from hyperspectral image based on probabilistic outputs of multi-class support vector machines. IGARSS Pingxiang Li, Bo Wu, Liangpei Zhang
2005	Misc	`conf`	Feature Fusion with Neighborhood-Oscillating Tabu Search for Oriented Texture Classification. AIAI Yindi Zhao, Liangpei Zhang, Pingxiang Li
2005	C	`conf`	Multispectral remote sensing image classification based on simulated annealing clonal selection algorithm. IGARSS Yanfei Zhong, Liangpei Zhang, Pingxiang Li
2005	C	`conf`	Nonlinear multispectral anisotropic diffusion filters for remote sensed images based on MDL and morphology. IGARSS Yi Wang, Liangpei Zhang, Pingxiang Li
2005	—	`conf`	Texture Feature Fusion for High Resolution Satellite Image Classification. CGIV Yindi Zhao, Liangpei Zhang, Pingxiang Li
2004	Misc	`conf`	A MAP algorithm to super-resolution image reconstruction. ICIG Huanfeng Shen, Pingxiang Li, Liangpei Zhang, Yindi Zhao