Qian Du

662 papers A 1B 6C 95Misc 1Journal 499Unranked 59
YearRankTypeTitle / Venue / Authors
2026 J jnl
Alliance: All-in-One Spectral-Spatial-Frequency Awareness Foundation Model.
IEEE Trans. Pattern Anal. Mach. Intell.
Boyu Zhao, Wei Li, Junjie Wang, Yuxiang Zhang, Hong Yang, Haitao Zhao, Ran Tao, Qian Du
2026 J jnl
Causal HyperPrompter: A Framework for Unbiased Hyperspectral Camouflaged Object Tracking.
IEEE Trans. Pattern Anal. Mach. Intell.
Hanzheng Wang, Wei Li, Xiang-Gen Xia, Qian Du
2026 J jnl
Data-Driven Safe Controller Design for LPV Systems with Constant Input Matrix Under Polyhedral and Ellipsoidal Constraints.
Axioms
Hongli Yang, Qian Du, Ivan Ganchev Ivanov
2026 J jnl
Domain-Aware Adversarial Domain Augmentation Network for Hyperspectral Image Classification.
IEEE Trans. Image Process.
Yi Huang, Jiangtao Peng, Weiwei Sun, Na Chen, Zhijing Ye, Qian Du
2026 J jnl
Downstream Task Inspired Underwater Image Enhancement: A Perception-Aware Study from Dataset Construction to Network Design.
CoRR
Bosen Lin, Feng Gao, Yanwei Yu, Junyu Dong, Qian Du
2026 J jnl
Downstream Task-Inspired Underwater Image Enhancement: A Perception-Aware Study From Dataset Construction to Network Design.
IEEE Trans. Image Process.
Bosen Lin, Feng Gao, Yanwei Yu, Junyu Dong, Qian Du
2026 J jnl
Elevation and Vegetation Cover Dominate Inter-Basin Water Use Efficiency Patterns in China.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jun Hu, Hongjun Su, Yiping Chen, Yuanwei Qin, Zhaohui Xue, Qian Du
2026 J jnl
Enhanced anchor multi-view clustering via projection learning and high-order correlation exploitation.
Inf. Fusion
Dan Song, Jing-Hua Yang, Heng-Chao Li, Qian Du
2026 J jnl
Enhancing Underwater Images via Adaptive Semantic-aware Codebook Learning.
CoRR
Bosen Lin, Feng Gao, Yanwei Yu, Junyu Dong, Qian Du
2026 J jnl
Frequency-Enhanced Hilbert Scanning Mamba for Short-Term Arctic Sea Ice Concentration Prediction.
CoRR
Feng Gao, Zheng Gong, Wenli Liu, Yanhai Gan, Zhuoran Zheng, Junyu Dong, Qian Du
2026 J jnl
Multimodal Quaternion Representation Network for Multisource Remote Sensing Data Classification.
IEEE Trans. Neural Networks Learn. Syst.
Yu-Le Wei, Heng-Chao Li, Jian-Li Wang, Yu-Bang Zheng, Jie Pan, Qian Du
2026 J jnl
Physics-Guided Time-Interactive-Frequency Network for Cross-Domain Few-Shot Hyperspectral Image Classification.
IEEE Trans. Neural Networks Learn. Syst.
Jiaojiao Li, Hailong Wu, Rui Song, Haitao Xu, Yunsong Li, Qian Du
2026 J jnl
Semisupervised graph U-Net with G-ConvLSTM for hyperspectral image classification.
Expert Syst. Appl.
Jin-Yu Yang, Heng-Chao Li, Xin-Ru Feng, Feng Gao, Qian Du, Antonio Plaza
2026 J jnl
Toward Memory-Efficient Hyperspectral Image Reconstruction via Consistency Learning.
IEEE Trans. Image Process.
Yihong Leng, Jiaojiao Li, Rui Song, Haitao Xu, Yunsong Li, Qian Du
2026 J jnl
Unsupervised Feature Dimensionality Reduction via Latent Low-Rank Embedding Projection for Classification of Hyperspectral Images.
IEEE Trans. Circuits Syst. Video Technol.
Heng-Chao Li, Jun-Qiu Wang, Si-Jia Xiang, Jing-Hua Yang, Qian Du
2025 J jnl
A Generalized Tensor Formulation for Hyperspectral Image Super-Resolution Under General Spatial Blurring.
IEEE Trans. Pattern Anal. Mach. Intell.
Yinjian Wang, Wei Li, Yuanyuan Gui, Qian Du, James E. Fowler
2025 J jnl
A Principle Design of Registration-Fusion Consistency: Toward Interpretable Deep Unregistered Hyperspectral Image Fusion.
IEEE Trans. Neural Networks Learn. Syst.
Jiahui Qu, Jizhou Cui, Wenqian Dong, Qian Du, Xiaoyang Wu, Song Xiao, Yunsong Li
2025 J jnl
Adaptive Frequency Enhancement Network for Remote Sensing Image Semantic Segmentation.
CoRR
Feng Gao, Miao Fu, Jingchao Cao, Junyu Dong, Qian Du
2025 J jnl
Adaptive Frequency Enhancement Network for Remote Sensing Image Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Feng Gao, Miao Fu, Jingchao Cao, Junyu Dong, Qian Du
2025 J jnl
Adaptive Temperature-Driven Ternary Contrastive Autoencoder Framework for Hyperspectral Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Jiaojiao Li, Hangyun Liu, Haitao Xu, Chengyuan Wang, Yunsong Li, Qian Du
2025 J jnl
Aerial Multi-View Stereo via Adaptive Depth Range Inference and Normal Cues.
CoRR
Yimei Liu, Yakun Ju, Yuan Rao, Hao Fan, Junyu Dong, Feng Gao, Qian Du
2025 J jnl
Aerial Multiview Stereo via Adaptive Depth Range Inference and Normal Cues.
IEEE Trans. Geosci. Remote. Sens.
Yimei Liu, Yakun Ju, Yuan Rao, Hao Fan, Junyu Dong, Feng Gao, Qian Du
2025 J jnl
Background Suppression Network With Attention Collapse Inhibited Transformer for Optical Remote Sensing Object Detection.
IEEE Trans. Geosci. Remote. Sens.
Jiaojiao Li, Haile Li, Haitao Xu, Rui Song, Yunsong Li, Qian Du
2025 J jnl
BihoT: A Large-Scale Dataset and Benchmark for Hyperspectral Camouflaged Object Tracking.
IEEE Trans. Neural Networks Learn. Syst.
Hanzheng Wang, Wei Li, Xiang-Gen Xia, Qian Du
2025 J jnl
Contrastive MLP Network Based on Adjacent Coordinates for Cross-Domain Zero-Shot Hyperspectral Image Classification.
IEEE Trans. Circuits Syst. Video Technol.
Jiaojiao Li, Zhiyuan Zhang, Rui Song, Haitao Xu, Yunsong Li, Qian Du
2025 J jnl
Cycle-Refined Multidecision Joint Alignment Network for Unsupervised Domain Adaptive Hyperspectral Change Detection.
IEEE Trans. Neural Networks Learn. Syst.
Jiahui Qu, Wenqian Dong, Yufei Yang, Tongzhen Zhang, Yunsong Li, Qian Du
2025 J jnl
Cyclic Consistency Constrained Multiview Graph Matching Network for Unsupervised Heterogeneous Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Jiahui Qu, Wenqian Dong, Qian Du, Yufei Yang, Yunshuang Xu, Yunsong Li
2025 J jnl
Distributed Deep Learning With Gradient Compression for Big Remote Sensing Image Interpretation.
IEEE Trans. Neural Networks Learn. Syst.
Weiying Xie, Jitao Ma, Tianen Lu, Yunsong Li, Jie Lei, Leyuan Fang, Qian Du
2025 J jnl
Dynamic Cross-Modal Feature Interaction Network for Hyperspectral and LiDAR Data Classification.
CoRR
Junyan Lin, Feng Gap, Lin Qi, Junyu Dong, Qian Du, Xinbo Gao
2025 J jnl
Dynamic Cross-Modal Feature Interaction Network for Hyperspectral and LiDAR Data Classification.
IEEE Trans. Geosci. Remote. Sens.
Junyan Lin, Feng Gao, Lin Qi, Junyu Dong, Qian Du, Xinbo Gao
2025 J jnl
Dynamic Frequency Feature Fusion Network for Multi-Source Remote Sensing Data Classification.
CoRR
Yikang Zhao, Feng Gao, Xuepeng Jin, Junyu Dong, Qian Du
2025 J jnl
Dynamic Frequency Feature Fusion Network for Multisource Remote Sensing Data Classification.
IEEE Geosci. Remote. Sens. Lett.
Yikang Zhao, Feng Gao, Xuepeng Jin, Junyu Dong, Qian Du
2025 J jnl
Equivariant Attention Graph Capsule Network for Remote Sensing Scene Recognition.
IEEE Geosci. Remote. Sens. Lett.
Xiaoyong Bian, Xi Chen, Guorong Yu, Qian Du
2025 J jnl
Frequency-Compensated Network for Daily Arctic Sea Ice Concentration Prediction.
CoRR
Jialiang Zhang, Feng Gao, Yanhai Gan, Junyu Dong, Qian Du
2025 J jnl
Frequency-Compensated Network for Daily Arctic Sea Ice Concentration Prediction.
IEEE Trans. Geosci. Remote. Sens.
Jialiang Zhang, Feng Gao, Yanhai Gan, Junyu Dong, Qian Du
2025 J jnl
Fully Tensorized Lightweight ConvLSTM Neural Networks for Hyperspectral Image Classification.
IEEE Trans. Neural Networks Learn. Syst.
Tian-Yu Ma, Heng-Chao Li, Yu-Bang Zheng, Qian Du, Antonio Plaza
2025 J jnl
Global and Local Attention-Based Transformer for Hyperspectral Image Change Detection.
IEEE Geosci. Remote. Sens. Lett.
Ziyi Wang, Feng Gao, Junyu Dong, Qian Du
2025 J jnl
Graph Kolmogorov-Arnold Convolutional Network for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hengyi Zheng, Hongjun Su, Zhaoyue Wu, Yiping Chen, Qian Du
2025 J jnl
HZSCM: Hyperspectral Image Zero-Shot Classification via Vision-Language Models.
IEEE Trans. Geosci. Remote. Sens.
Lingbo Huang, Yushi Chen, Zhaokui Li, Pedram Ghamisi, Qian Du
2025 J jnl
Hyperspectral Target Detection Using Diffusion Model and Convolutional Gated Linear Unit.
IEEE Trans. Geosci. Remote. Sens.
Zhaokui Li, Fan Mo, Xiaobin Zhao, Cuiwei Liu, Xuewei Gong, Wei Li, Qian Du, Bo Yuan
2025 J jnl
Knowledge Graph-Guided Deep Network for Hyperspectral Remote Sensing Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Ruijie Tang, Li Ma, Yansheng Li, Qian Du
2025 J jnl
Learning Cross-Task Features With Mamba for Remote Sensing Image Multitask Prediction.
IEEE Trans. Geosci. Remote. Sens.
Yu Shen, Liang Xiao, Jianyu Chen, Qian Du, Qiaolin Ye
2025 J jnl
Lifelong Learning With Adaptive Knowledge Fusion and Class Margin Dynamic Adjustment for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Zihui Jiang, Zhaokui Li, Yan Wang, Wei Li, Ke Wang, Jing Tian, Chuanyun Wang, Qian Du
2025 J jnl
Local Auxiliary Spatial-Spectral Decoupling Transformer Network for Cross-Scene Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Qiusheng Chen, Zhuoqun Fang, Zhaokui Li, Qian Du, Shizhuo Deng, Tong Jia, Dongyue Chen
2025 J jnl
MSFMamba: Multiscale Feature Fusion State Space Model for Multisource Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Feng Gao, Xuepeng Jin, Xiaowei Zhou, Junyu Dong, Qian Du
2025 J jnl
Multi-Feature Interaction and Degradation Estimation Transformer for Spectral Compressive Imaging.
IEEE Trans. Circuits Syst. Video Technol.
Jiaojiao Li, Ding Zhu, Rui Song, Haitao Xu, Yunsong Li, Qian Du
2025 J jnl
NukesFormers: Unpaired Hyperspectral Image Generation With Nonuniform Domain Alignment.
IEEE Trans. Geosci. Remote. Sens.
Jiaojiao Li, Shiyao Duan, Haitao Xu, Rui Song, Yunsong Li, Qian Du
2025 J jnl
Open-Set Domain Adaptation for Hyperspectral Image Classification Based on Reconstruction Discrepancy and Feature Alignment.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Li Ma, Yichen Yang, Guichen Wang, Zhaokui Li, Weiwei Sun, Qian Du
2025 J jnl
Open-Set Domain Adaptation for Hyperspectral Image Classification Based on Weighted Generative Adversarial Networks and Dynamic Thresholding.
IEEE Trans. Geosci. Remote. Sens.
Ke Bi, Zhaokui Li, Yushi Chen, Qian Du, Li Ma, Yan Wang, Zhuoqun Fang, Mingtai Qi
2025 J jnl
PRF-Net: A Progressive Remote Sensing Image Registration and Fusion Network.
IEEE Trans. Neural Networks Learn. Syst.
Zhangxi Xiong, Wei Li, Xiaobin Zhao, Baochang Zhang, Ran Tao, Qian Du
2025 J jnl
Progressive Spatial Information-Guided Deep Aggregation Convolutional Network for Hyperspectral Spectral Super-Resolution.
IEEE Trans. Neural Networks Learn. Syst.
Jiaojiao Li, Songcheng Du, Rui Song, Yunsong Li, Qian Du
2025 J jnl
Prototype-Based Information Compensation Network for Multi-Source Remote Sensing Data Classification.
CoRR
Feng Gao, Sheng Liu, Chuanzheng Gong, Xiaowei Zhou, Jiayi Wang, Junyu Dong, Qian Du
2025 J jnl
Prototype-Based Information Compensation Network for Multisource Remote Sensing Data Classification.
IEEE Trans. Geosci. Remote. Sens.
Feng Gao, Sheng Liu, Chuanzheng Gong, Xiaowei Zhou, Jiayi Wang, Junyu Dong, Qian Du
2025 J jnl
SSF-Net: Spatial-Spectral Fusion Network With Spectral Angle Awareness for Hyperspectral Object Tracking.
IEEE Trans. Image Process.
Hanzheng Wang, Wei Li, Xiang-Gen Xia, Qian Du, Jing Tian
2025 J jnl
SUMMIT: A SAR foundation model with multiple auxiliary tasks enhanced intrinsic characteristics.
Int. J. Appl. Earth Obs. Geoinformation
Yuntao Du, Yushi Chen, Lingbo Huang, Yahu Yang, Pedram Ghamisi, Qian Du
2025 J jnl
Spatial-Spectral Feature-Enhanced Mamba and SAM-Guided Hyperspectral Multiclass Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Tianming Zhan, Jiaqiang Qi, Jinjin Zhang, Xiaobin Yu, Qian Du, Zebin Wu
2025 J jnl
Spatial-Spectral Hypergraph Dynamic Gating MLP Network for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Yang-Jun Deng, Yanglan Li, Longfei Ren, Siqiao Tan, Qian Du
2025 J jnl
Spectral Variability-Aware Cascaded Autoencoder for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Ge Zhang, Shaohui Mei, Yufei Wang, Huiyang Han, Yan Feng, Qian Du
2025 J jnl
Spectral-Spatial Ensemble Low-Rank Domain Adaptation for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xue Zhang, Guoguo Yang, Hongjun Su, Yiping Chen, Zhaohui Xue, Qian Du
2025 J jnl
Stepwise Deep Feature Transfer Model for Martian Landform Mapping With Small Number of Labeled Samples.
IEEE Trans. Geosci. Remote. Sens.
Hui Zhao, Sicong Liu, Xiaohua Tong, Qian Du, Lorenzo Bruzzone, Huan Xie, Yongjiu Feng, Kecheng Du, Jie Zhang, Yonggang Xiong
2025 J jnl
SwinMatcher: Universal Cross-Modal Remote Sensing Image Matching With Interactive Swin Transformer.
IEEE Trans. Geosci. Remote. Sens.
Wei Li, Desheng Weng, Chenzhong Gao, Qian Du
2025 J jnl
Tensor Decomposition-Based Relaxed Linear Regression for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yang-Jun Deng, Lv-Wei Zhang, Longfei Ren, Xinghui Zhu, Heng-Chao Li, Qian Du
2025 J jnl
Tensorized High-Order Hypergraph Convolutional Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Jin-Yu Yang, Jing-Hua Yang, Heng-Chao Li, Shaohui Mei, Qian Du, Antonio Plaza
2025 J jnl
UAT: Exploring Latent Uncertainty for Semi-Supervised Object Detection in Remote-Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens.
Jiaojiao Li, Yuqing Ji, Haitao Xu, Kerui Cheng, Rui Song, Qian Du
2025 J jnl
ULADiff: Unmixing-Guided Learnable Abundance-Latent Diffusion for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens.
Zhemin Wei, Heng-Chao Li, Yu-Bang Zheng, Jian-Li Wang, Qian Du
2025 J jnl
Uncertainty-Guided Discriminative Priors Mining for Flexible Unsupervised Spectral Reconstruction.
IEEE Trans. Neural Networks Learn. Syst.
Yihong Leng, Jiaojiao Li, Rui Song, Yunsong Li, Qian Du
2025 J jnl
Wavelet-Assisted Mamba for Satellite-Derived Sea Surface Temperature Super-Resolution.
CoRR
Wankun Chen, Feng Gao, Yanhai Gan, Jingchao Cao, Junyu Dong, Qian Du
2025 J jnl
Wavelet-Assisted Mamba for Satellite-Derived Sea Surface Temperature Super-Resolution.
IEEE Trans. Geosci. Remote. Sens.
Wankun Chen, Feng Gao, Yanhai Gan, Jingchao Cao, Junyu Dong, Qian Du
2025 J jnl
Weighted Spatiotemporal Fusion via Tensor Collaborative Representation.
IEEE Trans. Geosci. Remote. Sens.
Hui Shen, Hongjun Su, Hongliang Lu, Zhaoyue Wu, Qian Du
2024 J jnl
A Generalized Tensor Formulation for Hyperspectral Image Super-Resolution Under General Spatial Blurring.
CoRR
Yinjian Wang, Wei Li, Yuanyuan Gui, Qian Du, James E. Fowler
2024 J jnl
A Spatio-Spectral Fusion Method for Hyperspectral Images Using Residual Hyper-Dense Network.
IEEE Trans. Neural Networks Learn. Syst.
Jiahui Qu, Zhangchun Xu, Wenqian Dong, Song Xiao, Yunsong Li, Qian Du
2024 J jnl
Adversarial Domain Adaptation Network With Calibrated Prototype and Dynamic Instance Convolution for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yi Huang, Jiangtao Peng, Genwei Zhang, Weiwei Sun, Na Chen, Qian Du
2024 J jnl
BihoT: A Large-Scale Dataset and Benchmark for Hyperspectral Camouflaged Object Tracking.
CoRR
Hanzheng Wang, Wei Li, Xiang-Gen Xia, Qian Du
2024 J jnl
Block-Wise Partner Learning for Model Compression.
IEEE Trans. Neural Networks Learn. Syst.
Xin Zhang, Weiying Xie, Yunsong Li, Jie Lei, Kai Jiang, Leyuan Fang, Qian Du
2024 J jnl
Bridging CNN and Transformer With Cross-Attention Fusion Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Fulin Xu, Shaohui Mei, Ge Zhang, Nan Wang, Qian Du
2024 — conf
Class-Specific Spatial-Aware Collaborative Representation for Hyperspectral Image Classification.
WHISPERS
Chiranjibi Shah, Qian Du
2024 J jnl
Cross-Domain Few-Shot Hyperspectral Image Classification With Cross-Modal Alignment and Supervised Contrastive Learning.
IEEE Trans. Geosci. Remote. Sens.
Zhaokui Li, Chenyang Zhang, Yan Wang, Wei Li, Qian Du, Zhuoqun Fang, Yushi Chen
2024 J jnl
Cross-Scene Joint Classification of Multisource Data With Multilevel Domain Adaption Network.
IEEE Trans. Neural Networks Learn. Syst.
Mengmeng Zhang, Xudong Zhao, Wei Li, Yuxiang Zhang, Ran Tao, Qian Du
2024 J jnl
Degradation Aware Unfolding Network for Spectral Super-Resolution.
IEEE Geosci. Remote. Sens. Lett.
Songcheng Du, Yihong Leng, Xinyi Liang, Jiaojiao Li, Wei Liu, Qian Du
2024 J jnl
Domain Invariant and Compact Prototype Contrast Adaptation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yujie Ning, Jiangtao Peng, Quanyong Liu, Weiwei Sun, Qian Du
2024 J jnl
Feature Dimensionality Reduction With L2,p-Norm-Based Robust Embedding Regression for Classification of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Yang-Jun Deng, Meng-Long Yang, Heng-Chao Li, Chen-Feng Long, Kui Fang, Qian Du
2024 J jnl
Feature Mutual Representation-Based Graph Domain Adaptive Network for Unsupervised Hyperspectral Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Jiahui Qu, Jingyu Zhao, Wenqian Dong, Song Xiao, Yunsong Li, Qian Du
2024 J jnl
Foundation Model-Based Multimodal Remote Sensing Data Classification.
IEEE Trans. Geosci. Remote. Sens.
Xin He, Yushi Chen, Lingbo Huang, Danfeng Hong, Qian Du
2024 J jnl
Graph Convolutional Network With Relaxed Collaborative Representation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Hengyi Zheng, Hongjun Su, Zhaoyue Wu, Mercedes Eugenia Paoletti, Qian Du
2024 J jnl
Graph Embedding Interclass Relation-Aware Adaptive Network for Cross-Scene Classification of Multisource Remote Sensing Data.
IEEE Trans. Image Process.
Teng Yang, Song Xiao, Jiahui Qu, Wenqian Dong, Qian Du, Yunsong Li
2024 J jnl
Graph Information Aggregation Cross-Domain Few-Shot Learning for Hyperspectral Image Classification.
IEEE Trans. Neural Networks Learn. Syst.
Yuxiang Zhang, Wei Li, Mengmeng Zhang, Shuai Wang, Ran Tao, Qian Du
2024 J jnl
HPRN: Holistic Prior-Embedded Relation Network for Spectral Super-Resolution.
IEEE Trans. Neural Networks Learn. Syst.
Chaoxiong Wu, Jiaojiao Li, Rui Song, Yunsong Li, Qian Du
2024 J jnl
HTD-TS
IEEE Trans. Neural Networks Learn. Syst.
Haonan Qin, Weiying Xie, Yunsong Li, Qian Du
2024 J jnl
Hybrid Convolutional and Attention Network for Hyperspectral Image Denoising.
CoRR
Shuai Hu, Feng Gao, Xiaowei Zhou, Junyu Dong, Qian Du
2024 J jnl
Hybrid Convolutional and Attention Network for Hyperspectral Image Denoising.
IEEE Geosci. Remote. Sens. Lett.
Shuai Hu, Feng Gao, Xiaowei Zhou, Junyu Dong, Qian Du
2024 J jnl
HyperMLP: Superpixel Prior and Feature Aggregated Perceptron Networks for Hyperspectral and LiDAR Hybrid Classification.
IEEE Trans. Geosci. Remote. Sens.
Jiaojiao Li, Yuzhe Liu, Rui Song, Wei Li, Yunsong Li, Qian Du
2024 J jnl
IDA-SiamNet: Interactive- and Dynamic-Aware Siamese Network for Building Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Yun-Cheng Li, Sen Lei, Nanqing Liu, Heng-Chao Li, Qian Du
2024 J jnl
Iterative Semi-Supervised Learning With Few-Shot Samples for Coastal Wetland Land Cover Classification.
IEEE Trans. Geosci. Remote. Sens.
Hongjun Su, Hongliang Lu, Pan Zheng, Hengyi Zheng, Zhaohui Xue, Qian Du
2024 J jnl
Logarithmic Kernel Relaxed Collaborative Representation With Scaled MST Dictionary Construction for Hyperspectral Anomaly Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yang Zhao, Hongjun Su, Zhaoyue Wu, Zhaohui Xue, Qian Du
2024 J jnl
Low-Rank Discriminative Embedding Regression for Robust Feature Extraction of Hyperspectral Images via Weighted Schatten p-Norm Minimization.
Remote. Sens.
Chen-Feng Long, Ya-Ru Li, Yang-Jun Deng, Wei-Ye Wang, Xing-Hui Zhu, Qian Du
2024 J jnl
MMIF: Interpretable Hyperspectral and Multispectral Image Fusion via Maximum Mutual Information.
IEEE Trans. Geosci. Remote. Sens.
Yunsong Li, Wen-jin Guo, Weiying Xie, Tao Jiang, Qian Du
2024 J jnl
MarsMapNet: A Novel Superpixel-Guided Multiview Feature Fusion Network for Efficient Martian Landform Mapping.
IEEE Trans. Geosci. Remote. Sens.
Hui Zhao, Sicong Liu, Xiaohua Tong, Qian Du, Lorenzo Bruzzone, Kecheng Du, Jie Zhang, Xuanning Lu
2024 J jnl
Masked Self-Distillation Domain Adaptation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Zhuoqun Fang, Wenqiang He, Zhaokui Li, Qian Du, Qiusheng Chen
2024 C conf
Matrix Factorization Informed Interpretable Deep Network for Unregistered Hyperspectral and Multispectral Images Fusion.
IGARSS
Tongzhen Zhang, Jiahui Qu, Yunsong Li, Qian Du, Wenqian Dong
2024 J jnl
Mean-Weighted Collaborative Representation-Based Spatial-Spectral Joint Classification for Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hongjun Su, Dezhong Shi, Zhaohui Xue, Qian Du
2024 J jnl
Multifrequency Graph Convolutional Network With Cross-Modality Mutual Enhancement for Multisource Remote Sensing Data Classification.
IEEE Trans. Geosci. Remote. Sens.
Jin-Yu Yang, Heng-Chao Li, Jing-Hua Yang, Lei Pan, Qian Du, Antonio Plaza
2024 J jnl
Multilevel Unsupervised Domain Adaptation for Single-Stage Object Detection in Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sihao Luo, Li Ma, Xiaoquan Yang, Qian Du
2024 J jnl
Oriented Object Detection for Remote Sensing Images via Object-Wise Rotation-Invariant Semantic Representation.
IEEE Trans. Geosci. Remote. Sens.
Shangdong Zheng, Zebin Wu, Qian Du, Yang Xu, Zhihui Wei
2024 J jnl
PCViT: A Pyramid Convolutional Vision Transformer Detector for Object Detection in Remote-Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens.
Jiaojiao Li, Penghao Tian, Rui Song, Haitao Xu, Yunsong Li, Qian Du
2024 J jnl
Physical Knowledge Analytic Framework for Sea Surface Temperature Prediction.
IEEE Trans. Geosci. Remote. Sens.
Yuxin Meng, Feng Gao, Eric Rigall, Junyu Dong, Qian Du
2024 J jnl
Representation-Enhanced Status Replay Network for Multisource Remote-Sensing Image Classification.
IEEE Trans. Neural Networks Learn. Syst.
Junjie Wang, Wei Li, Yinjian Wang, Ran Tao, Qian Du
2024 J jnl
Residual Mask in Cascaded Convolutional Transformer for Spectral Reconstruction.
IEEE Trans. Geosci. Remote. Sens.
Jiaojiao Li, Shiyao Duan, Yihong Leng, Rui Song, Yunsong Li, Qian Du
2024 J jnl
SCFormer: Spectral Coordinate Transformer for Cross-Domain Few-Shot Hyperspectral Image Classification.
IEEE Trans. Image Process.
Jiaojiao Li, Zhiyuan Zhang, Rui Song, Yunsong Li, Qian Du
2024 J jnl
SSF-Net: Spatial-Spectral Fusion Network with Spectral Angle Awareness for Hyperspectral Object Tracking.
CoRR
Hanzheng Wang, Wei Li, Xiang-Gen Xia, Qian Du, Jing Tian
2024 J jnl
SWFormer: Stochastic Windows Convolutional Transformer for Hybrid Modality Hyperspectral Classification.
IEEE Trans. Image Process.
Jiaojiao Li, Zhiyuan Zhang, Yuzhe Liu, Rui Song, Yunsong Li, Qian Du
2024 J jnl
Self-Paced Probabilistic Collaborative Representation for Anomaly Detection of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Chendi Zhang, Hongjun Su, Xiaolei Wang, Zhaoyue Wu, Yufan Yang, Zhaohui Xue, Qian Du
2024 J jnl
Self-Training-Based Unsupervised Domain Adaptation for Object Detection in Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens.
Sihao Luo, Li Ma, Xiaoquan Yang, Dapeng Luo, Qian Du
2024 J jnl
Semi-Supervised Dynamic Ensemble Learning With Balancing Diversity and Consistency for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Hongliang Lu, Hongjun Su, Pan Zheng, Yihan Gao, Hengyi Zheng, Zhaohui Xue, Weiwei Sun, Qian Du
2024 J jnl
Transformer-Based Band Regrouping With Feature Refinement for Hyperspectral Object Tracking.
IEEE Trans. Geosci. Remote. Sens.
Hanzheng Wang, Wei Li, Xiang-Gen Xia, Qian Du, Jing Tian, Qing Shen
2023 J jnl
A Model-Driven Deep Mixture Network for Robust Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Yunsong Li, Kai Jiang, Weiying Xie, Jie Lei, Xin Zhang, Qian Du
2023 J jnl
A Probabilistic Sample Boosting Approach With Adaptive Representation Coefficient Consistency for China Coastal Wetland Land Cover Classification Using GF-5 Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Hongliang Lu, Hongjun Su, Pan Zheng, Yihan Gao, Hengyi Zheng, Weiwei Sun, Qian Du
2023 J jnl
A Semantic Transferred Priori for Hyperspectral Target Detection With Spatial-Spectral Association.
IEEE Trans. Geosci. Remote. Sens.
Jie Lei, Simin Xu, Weiying Xie, Jiaqing Zhang, Yunsong Li, Qian Du
2023 J jnl
A survey on hyperspectral image restoration: from the view of low-rank tensor approximation.
Sci. China Inf. Sci.
Na Liu, Wei Li, Yinjian Wang, Ran Tao, Qian Du, Jocelyn Chanussot
2023 J jnl
Adaptive Hypergraph Regularized Multilayer Sparse Tensor Factorization for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Pan Zheng, Hongjun Su, Hongliang Lu, Qian Du
2023 J jnl
An Interpretable Unsupervised Unrolling Network for Hyperspectral Pansharpening.
IEEE Trans. Cybern.
Jiahui Qu, Wenqian Dong, Yunsong Li, Shaoxiong Hou, Qian Du
2023 J jnl
Asymmetric Feature Fusion Network for Hyperspectral and SAR Image Classification.
IEEE Trans. Neural Networks Learn. Syst.
Wei Li, Yunhao Gao, Mengmeng Zhang, Ran Tao, Qian Du
2023 — conf
Attention Aware Generative Adversarial Network for Hyperspectral Image Classification.
WHISPERS
Chiranjibi Shah, Qian Du
2023 J jnl
CBFF-Net: A New Framework for Efficient and Accurate Hyperspectral Object Tracking.
IEEE Trans. Geosci. Remote. Sens.
Long Gao, Pan Liu, Yan Jiang, Weiying Xie, Jie Lei, Yunsong Li, Qian Du
2023 J jnl
Category-Specific Prototype Self-Refinement Contrastive Learning for Few-Shot Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Quanyong Liu, Jiangtao Peng, Na Chen, Weiwei Sun, Yujie Ning, Qian Du
2023 J jnl
Class-Specific Autoaugment Architecture Based on Schmidt Mathematical Theory for Imbalanced Hyperspectral Classification.
IEEE Trans. Geosci. Remote. Sens.
Jiaojiao Li, Yan Diao, Rui Song, Bobo Xi, Yunsong Li, Qian Du
2023 J jnl
Contrastive Learning Based on Category Matching for Domain Adaptation in Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yujie Ning, Jiangtao Peng, Quanyong Liu, Yi Huang, Weiwei Sun, Qian Du
2023 J jnl
Convolution and Attention Mixer for Synthetic Aperture Radar Image Change Detection.
CoRR
Haopeng Zhang, Zijing Lin, Feng Gao, Junyu Dong, Qian Du, Heng-Chao Li
2023 J jnl
Convolution and Attention Mixer for Synthetic Aperture Radar Image Change Detection.
IEEE Geosci. Remote. Sens. Lett.
Haopeng Zhang, Zijing Lin, Feng Gao, Junyu Dong, Qian Du, Heng-Chao Li
2023 J jnl
Early-Season Mapping of Winter Wheat and Garlic in Huaihe Basin Using Sentinel-1/2 and Landsat-7/8 Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yan Guo, Haoming Xia, Xiaoyang Zhao, Longxin Qiao, Qian Du, Yaochen Qin
2023 J jnl
Few-Shot Hyperspectral Image Classification With Self-Supervised Learning.
IEEE Trans. Geosci. Remote. Sens.
Zhaokui Li, Hui Guo, Yushi Chen, Cuiwei Liu, Qian Du, Zhuoqun Fang, Yan Wang
2023 J jnl
Filter Pruning via Learned Representation Median in the Frequency Domain.
IEEE Trans. Cybern.
Xin Zhang, Weiying Xie, Yunsong Li, Jie Lei, Qian Du
2023 — conf
Fully Tensorized Convolutional Long Short-Term Memory for Hyperspectral Image Classification.
WHISPERS
Tian-Yu Ma, Heng-Chao Li, Yu-Bang Zheng, Qian Du
2023 J jnl
Hyperspectral Anomaly Detection Based on Chessboard Topology.
IEEE Trans. Geosci. Remote. Sens.
Lianru Gao, Xiaotong Sun, Xu Sun, Lina Zhuang, Qian Du, Bing Zhang
2023 — conf
Hyperspectral Image Classification of Agricultural Tillage Practices Using Spatial-aware Collaborative Representation.
Agro-Geoinformatics
Chiranjibi Shah, Qian Du
2023 J jnl
Hyperspectral and LiDAR Data Classification Based on Structural Optimization Transmission.
IEEE Trans. Cybern.
Mengmeng Zhang, Wei Li, Yuxiang Zhang, Ran Tao, Qian Du
2023 J jnl
Hyperspectral and SAR Image Classification via Multiscale Interactive Fusion Network.
IEEE Trans. Neural Networks Learn. Syst.
Junjie Wang, Wei Li, Yunhao Gao, Mengmeng Zhang, Ran Tao, Qian Du
2023 J jnl
Integrated Spatio-Spectral-Temporal Fusion via Anisotropic Sparsity Constrained Low-Rank Tensor Approximation.
IEEE Trans. Geosci. Remote. Sens.
Wei Li, Yinjian Wang, Na Liu, Chenchao Xiao, Zhiwei Sun, Qian Du
2023 J jnl
Learning-Based Optimization of Hyperspectral Band Selection for Classification.
Remote. Sens.
Cemre Ömer Ayna, Robiulhossain Mdrafi, Qian Du, Ali Cafer Gürbüz
2023 J jnl
MFormer: Taming Masked Transformer for Unsupervised Spectral Reconstruction.
IEEE Trans. Geosci. Remote. Sens.
Jiaojiao Li, Yihong Leng, Rui Song, Wei Li, Yunsong Li, Qian Du
2023 J jnl
Morphological Transformation and Spatial-Logical Aggregation for Tree Species Classification Using Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Mengmeng Zhang, Wei Li, Xudong Zhao, Huan Liu, Ran Tao, Qian Du
2023 J jnl
Multi-scale Adaptive Fusion Network for Hyperspectral Image Denoising.
CoRR
Haodong Pan, Feng Gao, Junyu Dong, Qian Du
2023 J jnl
Multiscale Adaptive Fusion Network for Hyperspectral Image Denoising.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Haodong Pan, Feng Gao, Junyu Dong, Qian Du
2023 J jnl
Multiview Spatial-Spectral Two-Stream Network for Hyperspectral Image Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Lin Qi, Zhenwei Chen, Feng Gao, Junyu Dong, Xinbo Gao, Qian Du
2023 J jnl
Nearest Neighbor-Based Contrastive Learning for Hyperspectral and LiDAR Data Classification.
CoRR
Meng Wang, Feng Gao, Junyu Dong, Heng-Chao Li, Qian Du
2023 J jnl
Nearest Neighbor-Based Contrastive Learning for Hyperspectral and LiDAR Data Classification.
IEEE Trans. Geosci. Remote. Sens.
Meng Wang, Feng Gao, Junyu Dong, Heng-Chao Li, Qian Du
2023 J jnl
Physical Knowledge Enhanced Deep Neural Network for Sea Surface Temperature Prediction.
CoRR
Yuxin Meng, Feng Gao, Eric Rigall, Ran Dong, Junyu Dong, Qian Du
2023 J jnl
Physical Knowledge-Enhanced Deep Neural Network for Sea Surface Temperature Prediction.
IEEE Trans. Geosci. Remote. Sens.
Yuxin Meng, Feng Gao, Eric Rigall, Ran Dong, Junyu Dong, Qian Du
2023 J jnl
Probabilistic Collaborative Representation Based Ensemble Learning for Classification of Wetland Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Hongjun Su, Fu Shao, Yihan Gao, Huihui Zhang, Weiwei Sun, Qian Du
2023 J jnl
Pyramidal Dilation Attention Convolutional Network With Active and Self-Paced Learning for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wenhui Hou, Na Chen, Jiangtao Peng, Weiwei Sun, Qian Du
2023 J jnl
Refined Prototypical Contrastive Learning for Few-Shot Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Quanyong Liu, Jiangtao Peng, Yujie Ning, Na Chen, Weiwei Sun, Qian Du, Yicong Zhou
2023 J jnl
RepCPSI: Coordinate-Preserving Proximity Spectral Interaction Network With Reparameterization for Lightweight Spectral Super-Resolution.
IEEE Trans. Geosci. Remote. Sens.
Chaoxiong Wu, Jiaojiao Li, Rui Song, Yunsong Li, Qian Du
2023 J jnl
SS-MAE: Spatial-Spectral Masked Auto-Encoder for Multi-Source Remote Sensing Image Classification.
CoRR
Junyan Lin, Feng Gao, Xiaocheng Shi, Junyu Dong, Qian Du
2023 J jnl
SS-MAE: Spatial-Spectral Masked Autoencoder for Multisource Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Junyan Lin, Feng Gao, Xiaochen Shi, Junyu Dong, Qian Du
2023 J jnl
Saliency-Guided Collaborative-Competitive Representation for Hyperspectral Anomaly Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yufan Yang, Hongjun Su, Zhaoyue Wu, Qian Du
2023 J jnl
Sal²RN: A Spatial-Spectral Salient Reinforcement Network for Hyperspectral and LiDAR Data Fusion Classification.
IEEE Trans. Geosci. Remote. Sens.
Jiaojiao Li, Yuzhe Liu, Rui Song, Yunsong Li, Kailiang Han, Qian Du
2023 J jnl
Semantic Segmentation Network for Classification of Hyperspectral Images With Small Size Samples.
IEEE Geosci. Remote. Sens. Lett.
Li Ma, Shuyue Li, Zhiyong Zhou, Yafeng Yao, Qian Du
2023 J jnl
Semantic and spatial-spectral feature fusion transformer network for the classification of hyperspectral image.
CAAI Trans. Intell. Technol.
Erxin Xie, Na Chen, Jiangtao Peng, Weiwei Sun, Qian Du, Xinge You
2023 J jnl
Semisupervised Cross-Scale Graph Prototypical Network for Hyperspectral Image Classification.
IEEE Trans. Neural Networks Learn. Syst.
Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Yuchao Xiao, Qian Du, Jocelyn Chanussot
2023 J jnl
Single-Source Domain Expansion Network for Cross-Scene Hyperspectral Image Classification.
IEEE Trans. Image Process.
Yuxiang Zhang, Wei Li, Weidong Sun, Ran Tao, Qian Du
2023 J jnl
Spectral Correlation-Based Diverse Band Selection for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Mingyang Ma, Shaohui Mei, Fan Li, Yaoyang Ge, Qian Du
2023 J jnl
Spectral Variability Bayesian Unmixing for Hyperspectral Sequence in Wavelet Domain.
IEEE Trans. Geosci. Remote. Sens.
Hongyi Liu, Youkang Lu, Zebin Wu, Qian Du, Jocelyn Chanussot, Zhihui Wei
2023 J jnl
Spectral-Spatial Morphological Attention Transformer for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Swalpa Kumar Roy, Ankur Deria, Chiranjibi Shah, Juan Mario Haut, Qian Du, Antonio Plaza
2023 J jnl
SuperYOLO: Super Resolution Assisted Object Detection in Multimodal Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens.
Jiaqing Zhang, Jie Lei, Weiying Xie, Zhenman Fang, Yunsong Li, Qian Du
2023 J jnl
Superpixel-Based Weighted Sparse Regression and Spectral Similarity Constrained for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yao Liang, Hengyi Zheng, Guoguo Yang, Qian Du, Hongjun Su
2023 J jnl
Supervised Contrastive Learning-Based Unsupervised Domain Adaptation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Zhaokui Li, Qiang Xu, Li Ma, Zhuoqun Fang, Yan Wang, Wenqiang He, Qian Du
2023 J jnl
Two-Branch Deeper Graph Convolutional Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Linzhou Yu, Jiangtao Peng, Na Chen, Weiwei Sun, Qian Du
2023 J jnl
Unmixing-Guided Convolutional Transformer for Spectral Reconstruction.
Remote. Sens.
Shiyao Duan, Jiaojiao Li, Rui Song, Yunsong Li, Qian Du
2023 J jnl
Unsupervised Dimensionality Reduction With Multifeature Structure Joint Preserving Embedding for Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Kai Chen, Guoguo Yang, Jing Wang, Qian Du, Hongjun Su
2023 J jnl
Weakly supervised adversarial learning via latent space for hyperspectral target detection.
Pattern Recognit.
Haonan Qin, Weiying Xie, Yunsong Li, Kai Jiang, Jie Lei, Qian Du
2023 J jnl
t-Linear Tensor Subspace Learning for Robust Feature Extraction of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Yang-Jun Deng, Heng-Chao Li, Siqiao Tan, Junhui Hou, Qian Du, Antonio Plaza
2022 J jnl
A
IEEE Trans. Neural Networks Learn. Syst.
Heng-Chao Li, Wen-Shuai Hu, Wei Li, Jun Li, Qian Du, Antonio Plaza
2022 J jnl
A Deep Multiscale Pyramid Network Enhanced With Spatial-Spectral Residual Attention for Hyperspectral Image Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Yufei Yang, Jiahui Qu, Song Xiao, Wenqian Dong, Yunsong Li, Qian Du
2022 J jnl
A Dual Global-Local Attention Network for Hyperspectral Band Selection.
IEEE Trans. Geosci. Remote. Sens.
Ke He, Weiwei Sun, Gang Yang, Xiangchao Meng, Kai Ren, Jiangtao Peng, Qian Du
2022 J jnl
A Dual-Branch Detail Extraction Network for Hyperspectral Pansharpening.
IEEE Trans. Geosci. Remote. Sens.
Jiahui Qu, Shaoxiong Hou, Wenqian Dong, Song Xiao, Qian Du, Yunsong Li
2022 J jnl
A General Loss-Based Nonnegative Matrix Factorization for Hyperspectral Unmixing.
IEEE Geosci. Remote. Sens. Lett.
Jiangtao Peng, Weiwei Sun, Fan Jiang, Hong Chen, Yicong Zhou, Qian Du
2022 J jnl
A Multiscale Spectral Features Graph Fusion Method for Hyperspectral Band Selection.
IEEE Trans. Geosci. Remote. Sens.
Weiwei Sun, Gang Yang, Jiangtao Peng, Xiangchao Meng, Ke He, Wei Li, Heng-Chao Li, Qian Du
2022 J jnl
A Novel Cross-Scale Octave Network for Hyperspectral and Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens.
Tianming Zhan, Zuolin Bi, Huapeng Wu, Chao Xu, Qian Du, Yang Xu, Zebin Wu
2022 J jnl
A Shallow-to-Deep Feature Fusion Network for VHR Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Sicong Liu, Yongjie Zheng, Qian Du, Lorenzo Bruzzone, Alim Samat, Xiaohua Tong, Yanmin Jin, Chao Wang
2022 J jnl
A Stepwise Domain Adaptive Segmentation Network With Covariate Shift Alleviation for Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens.
Jiaojiao Li, Shunyao Zi, Rui Song, Yunsong Li, Yinlin Hu, Qian Du
2022 J jnl
A Triplet Semisupervised Deep Network for Fusion Classification of Hyperspectral and LiDAR Data.
IEEE Trans. Geosci. Remote. Sens.
Jiaojiao Li, Yinle Ma, Rui Song, Bobo Xi, Danfeng Hong, Qian Du
2022 J jnl
A3CLNN: Spatial, Spectral and Multiscale Attention ConvLSTM Neural Network for Multisource Remote Sensing Data Classification.
CoRR
Heng-Chao Li, Wen-Shuai Hu, Wei Li, Jun Li, Qian Du, Antonio Plaza
2022 J jnl
ABNet: Adaptive Balanced Network for Multiscale Object Detection in Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens.
Yanfeng Liu, Qiang Li, Yuan Yuan, Qian Du, Qi Wang
2022 J jnl
Adaptive Cross-Attention-Driven Spatial-Spectral Graph Convolutional Network for Hyperspectral Image Classification.
CoRR
Jin-Yu Yang, Heng-Chao Li, Wen-Shuai Hu, Lei Pan, Qian Du
2022 J jnl
Adaptive Cross-Attention-Driven Spatial-Spectral Graph Convolutional Network for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Jin-Yu Yang, Heng-Chao Li, Wen-Shuai Hu, Lei Pan, Qian Du
2022 J jnl
Adaptive DropBlock Enhanced Generative Adversarial Networks for Hyperspectral Image Classification.
CoRR
Junjie Wang, Feng Gao, Junyu Dong, Qian Du
2022 J jnl
Adaptive Local Discriminant Analysis and Distribution Matching for Domain Adaptation in Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yujie Ning, Jiangtao Peng, Lin Sun, Yi Huang, Weiwei Sun, Qian Du
2022 J jnl
BDANet: Multiscale Convolutional Neural Network With Cross-Directional Attention for Building Damage Assessment From Satellite Images.
IEEE Trans. Geosci. Remote. Sens.
Yu Shen, Sijie Zhu, Taojiannan Yang, Chen Chen, Delu Pan, Jianyu Chen, Liang Xiao, Qian Du
2022 J jnl
Bayesian Unmixing of Hyperspectral Image Sequence With Composite Priors for Abundance and Endmember Variability.
IEEE Trans. Geosci. Remote. Sens.
Hongyi Liu, Youkang Lu, Zebin Wu, Qian Du, Jocelyn Chanussot, Zhihui Wei
2022 J jnl
Boundary Extraction Constrained Siamese Network for Remote Sensing Image Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Jie Lei, Yijie Gu, Weiying Xie, Yunsong Li, Qian Du
2022 J jnl
Change Detection From Synthetic Aperture Radar Images via Dual Path Denoising Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Junjie Wang, Feng Gao, Junyu Dong, Qian Du, Heng-Chao Li
2022 J jnl
Change Detection From Synthetic Aperture Radar Images via Graph-Based Knowledge Supplement Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Junjie Wang, Feng Gao, Junyu Dong, Shan Zhang, Qian Du
2022 J jnl
Change Detection from Synthetic Aperture Radar Images via Dual Path Denoising Network.
CoRR
Junjie Wang, Feng Gao, Junyu Dong, Qian Du, Heng-Chao Li
2022 J jnl
Change Detection from Synthetic Aperture Radar Images via Graph-Based Knowledge Supplement Network.
CoRR
Junjie Wang, Feng Gao, Junyu Dong, Shan Zhang, Qian Du
2022 J jnl
Change Detection in Synthetic Aperture Radar Images Using a Dual-Domain Network.
IEEE Geosci. Remote. Sens. Lett.
Xiaofan Qu, Feng Gao, Junyu Dong, Qian Du, Heng-Chao Li
2022 C conf
Collaborative-Competitive Representation with Spatial Regularization for Hyperspectral Anomaly Detection.
IGARSS
Chiranjibi Shah, Qian Du
2022 J jnl
Confident Learning-Based Domain Adaptation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Zhuoqun Fang, Yuexin Yang, Zhaokui Li, Wei Li, Yushi Chen, Li Ma, Qian Du
2022 J jnl
Context-Aware Guided Attention Based Cross-Feedback Dense Network for Hyperspectral Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens.
Wenqian Dong, Jiahui Qu, Tongzhen Zhang, Yunsong Li, Qian Du
2022 J jnl
Corrections to "Multiscale Context-Aware Ensemble Deep KELM for Efficient Hyperspectral Image Classification".
IEEE Trans. Geosci. Remote. Sens.
Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Weiwei Sun, Qian Du
2022 J jnl
Deep Cross-Domain Few-Shot Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Zhaokui Li, Ming Liu, Yushi Chen, Yimin Xu, Wei Li, Qian Du
2022 J jnl
Diversity-Driven Multikernel Collaborative Representation Ensemble for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hongjun Su, Yuzheng Hu, Hongliang Lu, Weiwei Sun, Qian Du
2022 J jnl
Domain Adaptation in Remote Sensing Image Classification: A Survey.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jiangtao Peng, Yi Huang, Weiwei Sun, Na Chen, Yujie Ning, Qian Du
2022 J jnl
Dual-Branch Difference Amplification Graph Convolutional Network for Hyperspectral Image Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Jiahui Qu, Yunshuang Xu, Wenqian Dong, Yunsong Li, Qian Du
2022 J jnl
Dual-Channel Residual Network for Hyperspectral Image Classification With Noisy Labels.
IEEE Trans. Geosci. Remote. Sens.
Yimin Xu, Zhaokui Li, Wei Li, Qian Du, Cuiwei Liu, Zhuoqun Fang, Lin Zhai
2022 J jnl
Dual-Frequency Autoencoder for Anomaly Detection in Transformed Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Yidan Liu, Weiying Xie, Yunsong Li, Zan Li, Qian Du
2022 J jnl
Dynamic Ensemble Learning With Multi-View Kernel Collaborative Subspace Clustering for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hongliang Lu, Hongjun Su, Jun Hu, Qian Du
2022 J jnl
E2E-LIADE: End-to-End Local Invariant Autoencoding Density Estimation Model for Anomaly Target Detection in Hyperspectral Image.
IEEE Trans. Cybern.
Kai Jiang, Weiying Xie, Jie Lei, Zan Li, Yunsong Li, Tao Jiang, Qian Du
2022 J jnl
Editorial Foreword to the Special Issue on Recent Advances in Multitemporal Remote-Sensing Data Processing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sicong Liu, Francesca Bovolo, Lorenzo Bruzzone, Xiaohua Tong, Qian Du
2022 J jnl
Enhanced TabNet: Attentive Interpretable Tabular Learning for Hyperspectral Image Classification.
Remote. Sens.
Chiranjibi Shah, Qian Du, Yan Xu
2022 J jnl
Extended Collaborative Representation-Based Hyperspectral Imagery Classification.
IEEE Geosci. Remote. Sens. Lett.
Bobo Xie, Shaohui Mei, Ge Zhang, Yifan Zhang, Yan Feng, Qian Du
2022 J jnl
Feature Guide Network With Context Aggregation Pyramid for Remote Sensing Image Segmentation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jiaojiao Li, Yuzhe Liu, Jiachao Liu, Rui Song, Wei Liu, Kailiang Han, Qian Du
2022 J jnl
GCFnet: Global Collaborative Fusion Network for Multispectral and Panchromatic Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Hui Zhao, Sicong Liu, Qian Du, Lorenzo Bruzzone, Yongjie Zheng, Kecheng Du, Xiaohua Tong, Huan Xie, Xiaolong Ma
2022 C conf
Gaussian Information Entropy based band Reduction for Unsupervised Hyperspectral Video Tracking.
IGARSS
Yuru Su, Shaohui Mei, Ge Zhang, Ye Wang, Mingyi He, Qian Du
2022 J jnl
Generative Dual-Adversarial Network With Spectral Fidelity and Spatial Enhancement for Hyperspectral Pansharpening.
IEEE Trans. Neural Networks Learn. Syst.
Wenqian Dong, Shaoxiong Hou, Song Xiao, Jiahui Qu, Qian Du, Yunsong Li
2022 J jnl
HASIC-Net: Hybrid Attentional Convolutional Neural Network With Structure Information Consistency for Spectral Super-Resolution of RGB Images.
IEEE Trans. Geosci. Remote. Sens.
Jiaojiao Li, Songcheng Du, Rui Song, Chaoxiong Wu, Yunsong Li, Qian Du
2022 C conf
HTD-VIT: Spectral-Spatial Joint Hyperspectral Target Detection with Vision Transformer.
IGARSS
Haonan Qin, Weiying Xie, Yunsong Li, Qian Du
2022 J jnl
Heterogeneous Few-Shot Learning for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Yan Wang, Ming Liu, Yuexin Yang, Zhaokui Li, Qian Du, Yushi Chen, Fei Li, Haibo Yang
2022 J jnl
Hyperspectral Change Detection Based on Multiple Morphological Profiles.
IEEE Trans. Geosci. Remote. Sens.
Zengfu Hou, Wei Li, Lu Li, Ran Tao, Qian Du
2022 — conf
Hyperspectral Image Change Detection Using Deep Learning And Band Expansion.
WHISPERS
Sadia Alam Shammi, Qian Du
2022 J jnl
Hyperspectral Image Classification Using Attention-Based Bidirectional Long Short-Term Memory Network.
IEEE Trans. Geosci. Remote. Sens.
Shaohui Mei, Xingang Li, Xiao Liu, Huimin Cai, Qian Du
2022 C conf
Hyperspectral Image Classification Using Hierarchical Spatial-Spectral Transformer.
IGARSS
Chao Song, Shaohui Mei, Mingyang Ma, Fulin Xu, Yifan Zhang, Qian Du
2022 J jnl
Hyperspectral Pansharpening via Local Intensity Component and Local Injection Gain Estimation.
IEEE Geosci. Remote. Sens. Lett.
Wenqian Dong, Yihan Yang, Jiahui Qu, Song Xiao, Qian Du
2022 J jnl
Hyperspectral Unmixing Based on Nonnegative Matrix Factorization: A Comprehensive Review.
CoRR
Xin-Ru Feng, Heng-Chao Li, Rui Wang, Qian Du, Xiuping Jia, Antonio Plaza
2022 J jnl
Hyperspectral Unmixing Based on Nonnegative Matrix Factorization: A Comprehensive Review.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xin-Ru Feng, Heng-Chao Li, Rui Wang, Qian Du, Xiuping Jia, Antonio Plaza
2022 J jnl
Hyperspectral and Multispectral Classification for Coastal Wetland Using Depthwise Feature Interaction Network.
IEEE Trans. Geosci. Remote. Sens.
Yunhao Gao, Wei Li, Mengmeng Zhang, Jianbu Wang, Weiwei Sun, Ran Tao, Qian Du
2022 J jnl
Information Fusion for Classification of Hyperspectral and LiDAR Data Using IP-CNN.
IEEE Trans. Geosci. Remote. Sens.
Mengmeng Zhang, Wei Li, Ran Tao, Heng-Chao Li, Qian Du
2022 C conf
Laplacian Regularized Spatial-Aware Collaborative Competitive Representation for Hyperspectral Dimensionality Reduction.
IGARSS
Chiranjibi Shah, Qian Du
2022 J jnl
Learning hyperspectral images from RGB images via a coarse-to-fine CNN.
Sci. China Inf. Sci.
Shaohui Mei, Yunhao Geng, Junhui Hou, Qian Du
2022 J jnl
Lightweight Tensorized Neural Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Tian-Yu Ma, Heng-Chao Li, Rui Wang, Qian Du, Xiuping Jia, Antonio Plaza
2022 J jnl
MS-HLMO: Multi-scale Histogram of Local Main Orientation for Remote Sensing Image Registration.
CoRR
Chenzhong Gao, Wei Li, Ran Tao, Qian Du
2022 J jnl
MS-HLMO: Multiscale Histogram of Local Main Orientation for Remote Sensing Image Registration.
IEEE Trans. Geosci. Remote. Sens.
Chenzhong Gao, Wei Li, Ran Tao, Qian Du
2022 J jnl
MSSL: Hyperspectral and Panchromatic Images Fusion via Multiresolution Spatial-Spectral Feature Learning Networks.
IEEE Trans. Geosci. Remote. Sens.
Jiahui Qu, Yanzi Shi, Weiying Xie, Yunsong Li, Xianyun Wu, Qian Du
2022 J jnl
Multi-Direction Networks With Attentional Spectral Prior for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Yuchao Xiao, Yanzi Shi, Qian Du
2022 J jnl
Multigraph-Based Low-Rank Tensor Approximation for Hyperspectral Image Restoration.
IEEE Trans. Geosci. Remote. Sens.
Na Liu, Wei Li, Ran Tao, Qian Du, Jocelyn Chanussot
2022 J jnl
Multiscale Alternately Updated Clique Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Qian Liu, Zebin Wu, Qian Du, Yang Xu, Zhihui Wei
2022 J jnl
Multiscale Low-Rank Spatial Features for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Weiwei Sun, Wenjing Shao, Jiangtao Peng, Gang Yang, Xiangchao Meng, Qian Du
2022 J jnl
Novel Cross-Resolution Feature-Level Fusion for Joint Classification of Multispectral and Panchromatic Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Sicong Liu, Hui Zhao, Qian Du, Lorenzo Bruzzone, Alim Samat, Xiaohua Tong
2022 J jnl
Oriented Object Detection by Searching Corner Points in Remote Sensing Imagery.
IEEE Geosci. Remote. Sens. Lett.
Xueqing Chen, Li Ma, Qian Du
2022 J jnl
Prior-Based Tensor Approximation for Anomaly Detection in Hyperspectral Imagery.
IEEE Trans. Neural Networks Learn. Syst.
Lu Li, Wei Li, Ying Qu, Chunhui Zhao, Ran Tao, Qian Du
2022 J jnl
Pseudo Complex-Valued Deformable ConvLSTM Neural Network With Mutual Attention Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Wen-Shuai Hu, Heng-Chao Li, Rui Wang, Feng Gao, Qian Du, Antonio Plaza
2022 J jnl
Rank-Aware Generative Adversarial Network for Hyperspectral Band Selection.
IEEE Trans. Geosci. Remote. Sens.
Xin Zhang, Weiying Xie, Yunsong Li, Jie Lei, Qian Du, Geng Yang
2022 J jnl
Recurrent Feedback Convolutional Neural Network for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Heng-Chao Li, Shuang-Shuang Li, Wen-Shuai Hu, Jun-Huan Feng, Weiwei Sun, Qian Du
2022 J jnl
Relaxed Collaborative Representation With Low-Rank and Sparse Matrix Decomposition for Hyperspectral Anomaly Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hongjun Su, Huihui Zhang, Zhaoyue Wu, Qian Du
2022 J jnl
Remote Sensing Image Translation via Style-Based Recalibration Module and Improved Style Discriminator.
IEEE Geosci. Remote. Sens. Lett.
Tiange Zhang, Feng Gao, Junyu Dong, Qian Du
2022 J jnl
SSCU-Net: Spatial-Spectral Collaborative Unmixing Network for Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Lin Qi, Feng Gao, Junyu Dong, Xinbo Gao, Qian Du
2022 J jnl
Self-Balancing Dictionary Learning for Relaxed Collaborative Representation of Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yihan Gao, Hongjun Su, Hongliang Lu, Qian Du
2022 J jnl
Self-Supervised Robust Deep Matrix Factorization for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Heng-Chao Li, Xin-Ru Feng, Donghai Zhai, Qian Du, Antonio Plaza
2022 C conf
Semantic Segmentation of High-Resolution Remote Sensing Images Using an Improved Transformer.
IGARSS
Yuheng Liu, Shaohui Mei, Shun Zhang, Ye Wang, Mingyi He, Qian Du
2022 J jnl
Single-source Domain Expansion Network for Cross-Scene Hyperspectral Image Classification.
CoRR
Yuxiang Zhang, Wei Li, Weidong Sun, Ran Tao, Qian Du
2022 J jnl
Sparse Coding-Inspired GAN for Hyperspectral Anomaly Detection in Weakly Supervised Learning.
IEEE Trans. Geosci. Remote. Sens.
Yunsong Li, Tao Jiang, Weiying Xie, Jie Lei, Qian Du
2022 J jnl
Spatial-Aware Collaboration-Competition Preserving Graph Embedding for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Chiranjibi Shah, Qian Du
2022 J jnl
Spatial-Spectral Cross-Correlation Embedded Dual-Transfer Network for Object Tracking Using Hyperspectral Videos.
Remote. Sens.
Jie Lei, Pan Liu, Weiying Xie, Long Gao, Yunsong Li, Qian Du
2022 J jnl
Spectral Distribution-Aware Estimation Network for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Weiying Xie, Shuran Fan, Jiahui Qu, Xianyun Wu, Yanli Lu, Qian Du
2022 J jnl
Spectral Variability Augmented Sparse Unmixing of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Ge Zhang, Shaohui Mei, Bobo Xie, Mingyang Ma, Yifan Zhang, Yan Feng, Qian Du
2022 J jnl
Spectral Variability Augmented Two-Stream Network for Hyperspectral Sparse Unmixing.
IEEE Geosci. Remote. Sens. Lett.
Ge Zhang, Shaohui Mei, Bobo Xie, Yan Feng, Qian Du
2022 J jnl
Spectral Variation Augmented Representation for Hyperspectral Imagery Classification With Few Labeled Samples.
IEEE Trans. Geosci. Remote. Sens.
Bobo Xie, Yifan Zhang, Shaohui Mei, Ge Zhang, Yan Feng, Qian Du
2022 J jnl
Structure-Guided Feature Transform Hybrid Residual Network for Remote Sensing Object Detection.
IEEE Trans. Geosci. Remote. Sens.
Jiaojiao Li, Huanqing Zhang, Rui Song, Weiying Xie, Yunsong Li, Qian Du
2022 J jnl
SuperYOLO: Super Resolution Assisted Object Detection in Multimodal Remote Sensing Imagery.
CoRR
Jiaqing Zhang, Jie Lei, Weiying Xie, Zhenman Fang, Yunsong Li, Qian Du
2022 J jnl
Superpixel-Based Relaxed Collaborative Representation With Band Weighting for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Hongjun Su, Yihan Gao, Qian Du
2022 J jnl
Superpixel-Based Weighted Collaborative Sparse Regression and Reweighted Low-Rank Representation for Hyperspectral Image Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hongjun Su, Cailing Jia, Pan Zheng, Qian Du
2022 J jnl
Synthetic Aperture Radar Image Change Detection via Layer Attention-Based Noise-Tolerant Network.
CoRR
Desen Meng, Feng Gao, Junyu Dong, Qian Du, Heng-Chao Li
2022 J jnl
Synthetic Aperture Radar Image Change Detection via Layer Attention-Based Noise-Tolerant Network.
IEEE Geosci. Remote. Sens. Lett.
Desen Meng, Feng Gao, Junyu Dong, Qian Du, Heng-Chao Li
2022 J jnl
Two-Branch Attention Adversarial Domain Adaptation Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yi Huang, Jiangtao Peng, Weiwei Sun, Na Chen, Qian Du, Yujie Ning, Han Su
2022 J jnl
Unsupervised Robust Projection Learning by Low-Rank and Sparse Decomposition for Hyperspectral Feature Extraction.
IEEE Geosci. Remote. Sens. Lett.
Xin Song, Heng-Chao Li, Lei Pan, Yang-Jun Deng, Pu Zhang, Li You, Qian Du
2022 J jnl
Weakly Supervised Discriminative Learning With Spectral Constrained Generative Adversarial Network for Hyperspectral Anomaly Detection.
IEEE Trans. Neural Networks Learn. Syst.
Tao Jiang, Weiying Xie, Yunsong Li, Jie Lei, Qian Du
2022 J jnl
Weighted Residual Dynamic Ensemble Learning for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hongliang Lu, Hongjun Su, Pan Zheng, Yihan Gao, Qian Du
2021 J jnl
A Label Similarity Probability Filter for Hyperspectral Image Postclassification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Weiwei Sun, Gang Yang, Kai Ren, Jiangtao Peng, Chiru Ge, Xiangchao Meng, Qian Du
2021 J jnl
A Novel Feature Fusion Approach for VHR Remote Sensing Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sicong Liu, Yongjie Zheng, Qian Du, Alim Samat, Xiaohua Tong, Michele Dalponte
2021 J jnl
A Novel Multitemporal Deep Fusion Network (MDFN) for Short-Term Multitemporal HR Images Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yongjie Zheng, Sicong Liu, Qian Du, Hui Zhao, Xiaohua Tong, Michele Dalponte
2021 C conf
A Patch Tensor-Based Change Detection Method for Hyperspectral Images.
IGARSS
Zengfu Hou, Wei Li, Qian Du
2021 J jnl
Adaptive DropBlock-Enhanced Generative Adversarial Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Junjie Wang, Feng Gao, Junyu Dong, Qian Du
2021 J jnl
Anomaly Detection in Hyperspectral Imagery Based on Gaussian Mixture Model.
IEEE Trans. Geosci. Remote. Sens.
Jiahui Qu, Qian Du, Yunsong Li, Long Tian, Haoming Xia
2021 J jnl
BDANet: Multiscale Convolutional Neural Network with Cross-directional Attention for Building Damage Assessment from Satellite Images.
CoRR
Yu Shen, Sijie Zhu, Taojiannan Yang, Chen Chen, Delu Pan, Jianyu Chen, Liang Xiao, Qian Du
2021 J jnl
Change Detection in Synthetic Aperture Radar Images Using a Dual-Domain Network.
CoRR
Xiaofan Qu, Feng Gao, Junyu Dong, Qian Du, Heng-Chao Li
2021 J jnl
Characterization of Background-Anomaly Separability With Generative Adversarial Network for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Jiaping Zhong, Weiying Xie, Yunsong Li, Jie Lei, Qian Du
2021 J jnl
Class-Wise Distribution Adaptation for Unsupervised Classification of Hyperspectral Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Zixu Liu, Li Ma, Qian Du
2021 J jnl
Classifying Ingestive Behavior of Dairy Cows via Automatic Sound Recognition.
Sensors
Guoming Li, Yijie Xiong, Qian Du, Zhengxiang Shi, Richard S. Gates
2021 C conf
Collaborative and Low-Rank Graph for Discriminant Analysis of Hyperspectral Imagery.
IGARSS
Chiranjibi Shah, Qian Du
2021 J jnl
Collaborative and Low-Rank Graph for Discriminant Analysis of Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Chiranjibi Shah, Qian Du
2021 J jnl
Combining Multiple Classifiers for Domain Adaptation of Remote Sensing Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hongkang Wei, Li Ma, Yong Liu, Qian Du
2021 J jnl
Corrections to "A Novel Multitemporal Deep Fusion Network (MDFN) for Short-Term Multitemporal HR Images Classification".
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yongjie Zheng, Sicong Liu, Qian Du, Hui Zhao, Xiaohua Tong, Michele Dalponte
2021 J jnl
Cross-Scene Hyperspectral Image Classification With Discriminative Cooperative Alignment.
IEEE Trans. Geosci. Remote. Sens.
Yuxiang Zhang, Wei Li, Ran Tao, Jiangtao Peng, Qian Du, Zhaoquan Cai
2021 J jnl
Deep Learning for UAV-based Object Detection and Tracking: A Survey.
CoRR
Xin Wu, Wei Li, Danfeng Hong, Ran Tao, Qian Du
2021 J jnl
Deep Residual Network-Based Fusion Framework for Hyperspectral and LiDAR Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Chiru Ge, Qian Du, Weiwei Sun, Keyan Wang, Jiaojiao Li, Yunsong Li
2021 J jnl
Efficient Deep Learning of Nonlocal Features for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yu Shen, Sijie Zhu, Chen Chen, Qian Du, Liang Xiao, Jianyu Chen, Delu Pan
2021 J jnl
Generative Adversarial Capsule Network With ConvLSTM for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Wei-Ye Wang, Heng-Chao Li, Yang-Jun Deng, Li-Yang Shao, Xiaoqiang Lu, Qian Du
2021 J jnl
Graph Embedding and Distribution Alignment for Domain Adaptation in Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yi Huang, Jiangtao Peng, Yujie Ning, Weiwei Sun, Qian Du
2021 J jnl
HPGAN: Hyperspectral Pansharpening Using 3-D Generative Adversarial Networks.
IEEE Trans. Geosci. Remote. Sens.
Weiying Xie, Yuhang Cui, Yunsong Li, Jie Lei, Qian Du, Jiaojiao Li
2021 J jnl
HPRN: Holistic Prior-embedded Relation Network for Spectral Super-Resolution.
CoRR
Chaoxiong Wu, Jiaojiao Li, Rui Song, Yunsong Li, Qian Du
2021 C conf
Hyperspectral Image Classification by Fractional Discrete Cosine Transform Based Feature Extraction.
IGARSS
Helgi Hrafn Omarsson, Qian Du
2021 J jnl
Hyperspectral Imagery Spatial Super-Resolution Using Generative Adversarial Network.
IEEE Trans. Computational Imaging
Baorui Wang, Shun Zhang, Yan Feng, Shaohui Mei, Sen Jia, Qian Du
2021 C conf
Hyperspectral Imagery Super-Resolution Based on Self-Calibrated Attention Residual Network.
IGARSS
Baorui Wang, Shaohui Mei, Yan Feng, Qian Du
2021 J jnl
Hyperspectral and Multispectral Classification for Coastal Wetland Using Depthwise Feature Interaction Network.
CoRR
Yunhao Gao, Wei Li, Mengmeng Zhang, Jianbu Wang, Weiwei Sun, Ran Tao, Qian Du
2021 J jnl
Joint Classification of Hyperspectral and Multispectral Images for Mapping Coastal Wetlands.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Chang Liu, Ran Tao, Wei Li, Mengmeng Zhang, Weiwei Sun, Qian Du
2021 J jnl
Joint Correlation Alignment-Based Graph Neural Network for Domain Adaptation of Multitemporal Hyperspectral Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wenjin Wang, Li Ma, Min Chen, Qian Du
2021 J jnl
Joint feature extraction for multi-source data using similar double-concentrated network.
Neurocomputing
Yixuan Zhu, Wei Li, Mengmeng Zhang, Yong Pang, Ran Tao, Qian Du
2021 J jnl
Lightweight Tensor Attention-Driven ConvLSTM Neural Network for Hyperspectral Image Classification.
IEEE J. Sel. Top. Signal Process.
Wen-Shuai Hu, Heng-Chao Li, Yang-Jun Deng, Xian Sun, Qian Du, Antonio Plaza
2021 J jnl
Low-Rank and Sparse Decomposition With Mixture of Gaussian for Hyperspectral Anomaly Detection.
IEEE Trans. Cybern.
Lu Li, Wei Li, Qian Du, Ran Tao
2021 C conf
Modified Structure-Aware Collaborative Representation for Hyperspectral Image Classification.
IGARSS
Chiranjibi Shah, Qian Du
2021 J jnl
More Diverse Means Better: Multimodal Deep Learning Meets Remote-Sensing Imagery Classification.
IEEE Trans. Geosci. Remote. Sens.
Danfeng Hong, Lianru Gao, Naoto Yokoya, Jing Yao, Jocelyn Chanussot, Qian Du, Bing Zhang
2021 J jnl
Multiscale Context-Aware Ensemble Deep KELM for Efficient Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Weiwei Sun, Qian Du
2021 C conf
PTGAN: A Proposal-Weighted Two-Stage GAN with Attention for Hyperspectral Target Detection.
IGARSS
Haonan Qin, Weiying Xie, Yunsong Li, Kai Jiang, Jie Lei, Qian Du
2021 J jnl
Parallel and Distributed Computing for Anomaly Detection From Hyperspectral Remote Sensing Imagery.
Proc. IEEE
Qian Du, Bo Tang, Weiying Xie, Wei Li
2021 J jnl
Random Subspace-Based k-Nearest Class Collaborative Representation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Hongjun Su, Yao Yu, Zhaoyue Wu, Qian Du
2021 J jnl
Remote Sensing Image Translation via Style-Based Recalibration Module and Improved Style Discriminator.
CoRR
Tiange Zhang, Feng Gao, Junyu Dong, Qian Du
2021 J jnl
Remote Sensing Scene Classification Using Sparse Representation-Based Framework With Deep Feature Fusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Shaohui Mei, Keli Yan, Mingyang Ma, Xiaoning Chen, Shun Zhang, Qian Du
2021 J jnl
Self-Paced Nonnegative Matrix Factorization for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Jiangtao Peng, Yicong Zhou, Weiwei Sun, Qian Du, Lekang Xia
2021 C conf
Semi-Supervised Graph Prototypical Networks for Hyperspectral Image Classification.
IGARSS
Bobo Xi, Jiaojiao Li, Yunsong Li, Qian Du
2021 J jnl
Sensor-Independent Hyperspectral Target Detection With Semisupervised Domain Adaptive Few-Shot Learning.
IEEE Trans. Geosci. Remote. Sens.
Yanzi Shi, Jiaojiao Li, Yunsong Li, Qian Du
2021 C conf
Siammraan: Siamese Multi-Level Residual Attention Adaptive Network for Hyperspectral Videos Tracking.
IGARSS
Ye Wang, Shaohui Mei, Shun Zhang, Qian Du
2021 J jnl
Sparse and Low-Rank Constrained Tensor Factorization for Hyperspectral Image Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Pan Zheng, Hongjun Su, Qian Du
2021 J jnl
Spectral-Spatial Constrained Nonnegative Matrix Factorization for Spectral Mixture Analysis of Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ge Zhang, Shaohui Mei, Yan Feng, Qian Du
2021 J jnl
Superpixel-Guided Discriminative Low-Rank Representation of Hyperspectral Images for Classification.
IEEE Trans. Image Process.
Shujun Yang, Junhui Hou, Yuheng Jia, Shaohui Mei, Qian Du
2021 J jnl
Superpixel-guided Discriminative Low-rank Representation of Hyperspectral Images for Classification.
CoRR
Shujun Yang, Junhui Hou, Yuheng Jia, Shaohui Mei, Qian Du
2021 J jnl
Synthetic Aperture Radar Image Change Detection via Siamese Adaptive Fusion Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yunhao Gao, Feng Gao, Junyu Dong, Qian Du, Heng-Chao Li
2021 J jnl
Three-Order Tucker Decomposition and Reconstruction Detector for Unsupervised Hyperspectral Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zengfu Hou, Wei Li, Ran Tao, Qian Du
2021 J jnl
Weakly Supervised Low-Rank Representation for Hyperspectral Anomaly Detection.
IEEE Trans. Cybern.
Weiying Xie, Xin Zhang, Yunsong Li, Jie Lei, Jiaojiao Li, Qian Du
2020 J jnl
A Multi-Scale Superpixel-Guided Filter Feature Extraction and Selection Approach for Classification of Very-High-Resolution Remotely Sensed Imagery.
Remote. Sens.
Sicong Liu, Qing Hu, Xiaohua Tong, Junshi Xia, Qian Du, Alim Samat, Xiaolong Ma
2020 J jnl
Analysis of feeding and drinking behaviors of group-reared broilers via image processing.
Comput. Electron. Agric.
Guoming Li, Yang Zhao, Joseph L. Purswell, Qian Du, Gray D. Chesser Jr., John W. Lowe
2020 J jnl
Application of Random Effects to Explore the Gulf of Mexico Coastal Forest Dynamics in Relation to Meteorological Factors.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Tianyu Li, Qingmin Meng, Qian Du
2020 J jnl
Attention-Based Domain Adaptation Using Residual Network for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Robiulhossain Mdrafi, Qian Du, Ali Cafer Gürbüz, Bo Tang, Li Ma, Nicolas H. Younan
2020 J jnl
Augmented Associative Learning-Based Domain Adaptation for Classification of Hyperspectral Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Min Chen, Li Ma, Wenjin Wang, Qian Du
2020 J jnl
Autoencoder and Adversarial-Learning-Based Semisupervised Background Estimation for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Weiying Xie, Baozhu Liu, Yunsong Li, Jie Lei, Qian Du
2020 J jnl
Background Learning Based on Target Suppression Constraint for Hyperspectral Target Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Weiying Xie, Xin Zhang, Yunsong Li, Keyan Wang, Qian Du
2020 J jnl
CVA
IEEE Trans. Geosci. Remote. Sens.
Xue Wang, Kun Tan, Qian Du, Yu Chen, Peijun Du
2020 J jnl
Correntropy-Based Sparse Spectral Clustering for Hyperspectral Band Selection.
IEEE Geosci. Remote. Sens. Lett.
Weiwei Sun, Jiangtao Peng, Gang Yang, Qian Du
2020 J jnl
Deep Latent Spectral Representation Learning-Based Hyperspectral Band Selection for Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Weiying Xie, Jie Lei, Jian Yang, Yunsong Li, Qian Du, Zhen Li
2020 J jnl
Deep Multilayer Fusion Dense Network for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zhaokui Li, Tianning Wang, Wei Li, Qian Du, Chuanyun Wang, Cuiwei Liu, Xiangbin Shi
2020 J jnl
Deep Prototypical Networks With Hybrid Residual Attention for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Yanzi Shi, Songlin Liu, Qian Du
2020 J jnl
Discriminative Marginalized Least-Squares Regression for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yuxiang Zhang, Wei Li, Heng-Chao Li, Ran Tao, Qian Du
2020 J jnl
Discriminative Reconstruction Constrained Generative Adversarial Network for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Tao Jiang, Yunsong Li, Weiying Xie, Qian Du
2020 C conf
Discriminative Semi-Supervised Generative Adversarial Network for Hyperspectral Anomaly Detection.
IGARSS
Tao Jiang, Weiying Xie, Yunsong Li, Qian Du
2020 J jnl
Efficient Deep Learning of Non-local Features for Hyperspectral Image Classification.
CoRR
Yu Shen, Sijie Zhu, Chen Chen, Qian Du, Liang Xiao, Jianyu Chen, Delu Pan
2020 J jnl
Ensemble Learning for Hyperspectral Image Classification Using Tangent Collaborative Representation.
IEEE Trans. Geosci. Remote. Sens.
Hongjun Su, Yao Yu, Qian Du, Peijun Du
2020 J jnl
Evaluating Convolutional Neural Networks for Cage-Free Floor Egg Detection.
Sensors
Guoming Li, Yan Xu, Yang Zhao, Qian Du, Yanbo Huang
2020 J jnl
Fast and Latent Low-Rank Subspace Clustering for Hyperspectral Band Selection.
IEEE Trans. Geosci. Remote. Sens.
Weiwei Sun, Jiangtao Peng, Gang Yang, Qian Du
2020 J jnl
Feature Extraction for Classification of Hyperspectral and LiDAR Data Using Patch-to-Patch CNN.
IEEE Trans. Cybern.
Mengmeng Zhang, Wei Li, Qian Du, Lianru Gao, Bing Zhang
2020 J jnl
Fusing China GF-5 Hyperspectral Data with GF-1, GF-2 and Sentinel-2A Multispectral Data: Which Methods Should Be Used?
Remote. Sens.
Kai Ren, Weiwei Sun, Xiangchao Meng, Gang Yang, Qian Du
2020 J jnl
HTD-Net: A Deep Convolutional Neural Network for Target Detection in Hyperspectral Imagery.
Remote. Sens.
Gaigai Zhang, Shizhi Zhao, Wei Li, Qian Du, Qiong Ran, Ran Tao
2020 C conf
Hyperspectral Image Classification Based on Tensor-Train Convolutional Long Short-Term Memory.
IGARSS
Wen-Shuai Hu, Heng-Chao Li, Tian-Yu Ma, Qian Du, Antonio Plaza, William J. Emery
2020 J jnl
Hyperspectral Image Classification via Sparse Representation With Incremental Dictionaries.
IEEE Geosci. Remote. Sens. Lett.
Shujun Yang, Junhui Hou, Yuheng Jia, Shaohui Mei, Qian Du
2020 J jnl
Hyperspectral Image Super-Resolution by Band Attention Through Adversarial Learning.
IEEE Trans. Geosci. Remote. Sens.
Jiaojiao Li, Ruxing Cui, Bo Li, Rui Song, Yunsong Li, Yuchao Dai, Qian Du
2020 J jnl
Hyperspectral Pansharpening With Deep Priors.
IEEE Trans. Neural Networks Learn. Syst.
Weiying Xie, Jie Lei, Yuhang Cui, Yunsong Li, Qian Du
2020 J jnl
Hyperspectral and Panchromatic Image Fusion via Adaptive Tensor and Multi-Scale Retinex Algorithm.
IEEE Access
Jiahui Qu, Yunsong Li, Qian Du, Haoming Xia
2020 J jnl
Improving Spectral-Based Endmember Finding by Exploring Spatial Context for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Shaohui Mei, Ge Zhang, Jun Li, Yifan Zhang, Qian Du
2020 J jnl
Joint Classification of Hyperspectral and LiDAR Data Using Hierarchical Random Walk and Deep CNN Architecture.
IEEE Trans. Geosci. Remote. Sens.
Xudong Zhao, Ran Tao, Wei Li, Heng-Chao Li, Qian Du, Wenzhi Liao, Wilfried Philips
2020 C conf
L0-Motivated Low Rank Sparse Subspace Clustering for Hyperspectral Imagery.
IGARSS
Long Tian, Qian Du, Ivica Kopriva
2020 J jnl
Lateral-Slice Sparse Tensor Robust Principal Component Analysis for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Weiwei Sun, Gang Yang, Jiangtao Peng, Qian Du
2020 J jnl
More Diverse Means Better: Multimodal Deep Learning Meets Remote Sensing Imagery Classification.
CoRR
Danfeng Hong, Lianru Gao, Naoto Yokoya, Jing Yao, Jocelyn Chanussot, Qian Du, Bing Zhang
2020 J jnl
Patch Tensor-Based Multigraph Embedding Framework for Dimensionality Reduction of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Yang-Jun Deng, Heng-Chao Li, Xin Song, Yong-Jian Sun, Xiangrong Zhang, Qian Du
2020 C conf
Probability Fusion for Hyperspectral and LiDAR Data.
IGARSS
Chiru Ge, Qian Du
2020 J jnl
Remote sensing images super-resolution with deep convolution networks.
Multim. Tools Appl.
Qiong Ran, Xiaodong Xu, Shizhi Zhao, Wei Li, Qian Du
2020 J jnl
Robust Capsule Network Based on Maximum Correntropy Criterion for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Heng-Chao Li, Wei-Ye Wang, Lei Pan, Wei Li, Qian Du, Ran Tao
2020 J jnl
SRUN: Spectral Regularized Unsupervised Networks for Hyperspectral Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Weiying Xie, Jian Yang, Jie Lei, Yunsong Li, Qian Du, Gang He
2020 J jnl
Semisupervised Spectral Learning With Generative Adversarial Network for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Kai Jiang, Weiying Xie, Yunsong Li, Jie Lei, Gang He, Qian Du
2020 J jnl
Sketch-Based Subspace Clustering of Hyperspectral Images.
Remote. Sens.
Shaoguang Huang, Hongyan Zhang, Qian Du, Aleksandra Pizurica
2020 J jnl
Spatial and Spectral Joint Super-Resolution Using Convolutional Neural Network.
IEEE Trans. Geosci. Remote. Sens.
Shaohui Mei, Ruituo Jiang, Xu Li, Qian Du
2020 J jnl
Spatial-Spectral Feature Extraction via Deep ConvLSTM Neural Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Wen-Shuai Hu, Heng-Chao Li, Lei Pan, Wei Li, Ran Tao, Qian Du
2020 J jnl
Subpixel Mapping of Hyperspectral Images Using a Labeled-Unlabeled Hybrid Endmember Library and Abundance Optimization.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yifan Zhang, Ting Wang, Shaohui Mei, Qian Du
2020 J jnl
Vehicle Detection of Multi-source Remote Sensing Data Using Active Fine-tuning Network.
CoRR
Xin Wu, Wei Li, Danfeng Hong, Jiaojiao Tian, Ran Tao, Qian Du
2019 J jnl
A Full-Coverage Daily Average PM
Remote. Sens.
Zhenqun Hua, Weiwei Sun, Gang Yang, Qian Du
2019 J jnl
A Novel Tri-Training Technique for the Semi-Supervised Classification of Hyperspectral Images Based on Regularized Local Discriminant Embedding Feature Extraction.
Remote. Sens.
Depin Ou, Kun Tan, Qian Du, Jishuai Zhu, Xue Wang, Yu Chen
2019 J jnl
A Parallel Gaussian-Bernoulli Restricted Boltzmann Machine for Mining Area Classification With Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Kun Tan, Fuyu Wu, Qian Du, Peijun Du, Yu Chen
2019 J jnl
A Superpixel-Based Coastline Extraction Algorithm for Single-Polarized ENVISAT and ERS Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiaofei Shi, Cheng Zhu, Xing Ding, Qian Du, Nicolas H. Younan, Li Li
2019 J jnl
Anomaly Detection for Hyperspectral Imagery Based on the Regularized Subspace Method and Collaborative Representation.
Remote. Sens.
Kun Tan, Zengfu Hou, Fuyu Wu, Qian Du, Yu Chen
2019 J jnl
Anomaly Detection in Hyperspectral Imagery Based on Low-Rank Representation Incorporating a Spatial Constraint.
Remote. Sens.
Kun Tan, Zengfu Hou, Donglei Ma, Yu Chen, Qian Du
2019 C conf
Attention-based Domain Adaptation for Hyperspectral Image Classification.
IGARSS
Robiul Hossain Md. Rafi, Bo Tang, Qian Du, Nicolas H. Younan
2019 J jnl
Caps-TripleGAN: GAN-Assisted CapsNet for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Xue Wang, Kun Tan, Qian Du, Yu Chen, Peijun Du
2019 C conf
Collaborative Classification of Hyperspectral and Lidar Data With Information Fusion and Deep Nets.
IGARSS
Chen Chen, Xudong Zhao, Wei Li, Ran Tao, Qian Du
2019 J jnl
DDLPS: Detail-Based Deep Laplacian Pansharpening for Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Kaiyan Li, Weiying Xie, Qian Du, Yunsong Li
2019 J jnl
Data Augmentation for Hyperspectral Image Classification With Deep CNN.
IEEE Geosci. Remote. Sens. Lett.
Wei Li, Chen Chen, Mengmeng Zhang, Heng-Chao Li, Qian Du
2019 C conf
Decs-Net: Convolutional Self-Encoding Network for Hyperspectral Image Denoising.
IGARSS
Xiao Liu, Shaohui Mei, Zhi Zhang, Yifan Zhang, Jingyu Ji, Qian Du
2019 C conf
Discriminative CNN Via Metric Learning for Hyperspectral Classification.
IGARSS
Zhongqi Tian, Zhi Zhang, Shaohui Mei, Ruoqiao Jiang, Shuai Wan, Qian Du
2019 — conf
Discriminative Marginalized Least Squares Regression for Hyperspectral Image Classification.
WHISPERS
Yuxiang Zhang, Wei Li, Qian Du, Xu Sun
2019 J jnl
Discriminative Transfer Joint Matching for Domain Adaptation in Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Jiangtao Peng, Weiwei Sun, Li Ma, Qian Du
2019 C conf
Dual 1D-2D Spatial-Spectral CNN for Hyperspectral Image Super-Resolution.
IGARSS
Jiaojiao Li, Ruxing Cui, Bo Li, Yunsong Li, Shaohui Mei, Qian Du
2019 J jnl
Efficient Probabilistic Collaborative Representation-Based Classifier for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Yan Xu, Qian Du, Wei Li, Nicolas H. Younan
2019 C conf
Fast Kernel Collaborative Representation for Hyperspectral Image Classification.
IGARSS
Yan Xu, Qian Du, Nicolas H. Younan
2019 J jnl
Feature Extraction and Classification Based on Spatial-Spectral ConvLSTM Neural Network for Hyperspectral Images.
CoRR
Wen-Shuai Hu, Heng-Chao Li, Lei Pan, Wei Li, Ran Tao, Qian Du
2019 J jnl
Feature Extraction for Hyperspectral Images Using Local Contain Profile.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wei Li, Zhongjian Wang, Lu Li, Qian Du
2019 C conf
Feature-Level Fusion of Landsat-8 OLI-SWIR and TIR Images for Fine Burned Area Change Detection.
IGARSS
Sicong Liu, Yongjie Zheng, Michele Dalponte, Xiaohua Tong, Qian Du
2019 J jnl
GETNET: A General End-to-End 2-D CNN Framework for Hyperspectral Image Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Qi Wang, Zhenghang Yuan, Qian Du, Xuelong Li
2019 J jnl
GETNET: A General End-to-end Two-dimensional CNN Framework for Hyperspectral Image Change Detection.
CoRR
Qi Wang, Zhenghang Yuan, Qian Du, Xuelong Li
2019 C conf
Hierarchical Deep Feature Representation for High-Resolution Scene Classification.
IGARSS
Xiaoyong Bian, Chunfang Chen, Chunhua Deng, Ruiyao Liu, Qian Du
2019 J jnl
Hyperspectral Anomaly Detection by Fractional Fourier Entropy.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ran Tao, Xudong Zhao, Wei Li, Heng-Chao Li, Qian Du
2019 J jnl
Hyperspectral Band Selection Using Weighted Kernel Regularization.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Weiwei Sun, Gang Yang, Jiangtao Peng, Qian Du
2019 J jnl
Hyperspectral Image Restoration Based on Low-Rank Recovery With a Local Neighborhood Weighted Spectral-Spatial Total Variation Model.
IEEE Trans. Geosci. Remote. Sens.
Hongyi Liu, Peipei Sun, Qian Du, Zebin Wu, Zhihui Wei
2019 J jnl
Hyperspectral Image Super-Resolution with 1D-2D Attentional Convolutional Neural Network.
Remote. Sens.
Jiaojiao Li, Ruxing Cui, Bo Li, Rui Song, Yunsong Li, Qian Du
2019 J jnl
Hyperspectral Pansharpening Based on Homomorphic Filtering and Weighted Tensor Matrix.
Remote. Sens.
Jiahui Qu, Yunsong Li, Qian Du, Wenqian Dong, Bobo Xi
2019 J jnl
Hyperspectral and LiDAR Data Classification Using Kernel Collaborative Representation Based Residual Fusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Chiru Ge, Qian Du, Wei Li, Yunsong Li, Weiwei Sun
2019 J jnl
Hyperspectral and LiDAR Data Fusion Classification Using Superpixel Segmentation-Based Local Pixel Neighborhood Preserving Embedding.
Remote. Sens.
Yunsong Li, Chiru Ge, Weiwei Sun, Jiangtao Peng, Qian Du, Keyan Wang
2019 C conf
Hyperspectral and Panchromatic Image Fusion Based on Weighted Tensor Matrix.
IGARSS
Jiahui Qu, Qian Du, Yunsong Li, Wenqian Dong
2019 J jnl
Image Registration With Fourier-Based Image Correlation: A Comprehensive Review of Developments and Applications.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiaohua Tong, Kuifeng Luan, Uwe Stilla, Zhen Ye, Yusheng Xu, Sa Gao, Huan Xie, Qian Du, Shijie Liu, Xiong Xu, Sicong Liu
2019 J jnl
Kernel Collaborative Representation With Local Correlation Features for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Hongjun Su, Bo Zhao, Qian Du, Peijun Du
2019 — conf
Land Cover Changes of Bagua Island with Collaborative Representation using Multi-Temporal Satellite Images.
MultiTemp
Yao Yu, Zhaoyue Wu, Hongjun Su, Qian Du
2019 C conf
Local Sparse Representation Based Spatial Preprocessing For Endmember Extraction.
IGARSS
Ge Zhang, Shaohui Mei, Jin Tian, Yan Feng, Qian Du
2019 J jnl
Local Spectral Similarity Preserving Regularized Robust Sparse Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Jiaojiao Li, Yunsong Li, Rui Song, Shaohui Mei, Qian Du
2019 J jnl
Log-Euclidean Kernel-Based Joint Sparse Representation for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Weidong Yang, Jiangtao Peng, Weiwei Sun, Qian Du
2019 C conf
Low-Rank and Collaborative Representation for Hyperspectral Anomaly Detection.
IGARSS
Zhaoyue Wu, Hongjun Su, Qian Du
2019 C conf
Multiple-Feature Ideal Regularized Kernel for Hyperspectral Image Classification.
IGARSS
Yan Xu, Jiangtao Peng, Qian Du, Nicolas H. Younan
2019 — conf
Multitemporal Hyperspectral Image Classification using Collaborative Representation-based Classification with Tikhonov Regularization.
MultiTemp
Chiru Ge, Qian Du, Yunsong Li, Jiaojiao Li
2019 — conf
Multitemporal Hyperspectral Image Super-Resolution through 3D Generative Adversarial Network.
MultiTemp
Jiaojiao Li, Ruxing Cui, Yunsong Li, Bo Li, Qian Du, Chiru Ge
2019 C conf
Orthogonal Graph-regularized Non-negative Matrix Factorization for Hyperspectral Image Clustering.
IGARSS
Long Tian, Qian Du, Ivica Kopriva, Nicolas H. Younan
2019 J jnl
Pseudolabel Guided Kernel Learning for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Shujun Yang, Junhui Hou, Yuheng Jia, Shaohui Mei, Qian Du
2019 J jnl
Self-Paced Joint Sparse Representation for the Classification of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Jiangtao Peng, Weiwei Sun, Qian Du
2019 — conf
Sensor-specific Transfer Learning for Hyperspectral Image Processing.
MultiTemp
Shaohui Mei, Xiao Liu, Ge Zhang, Qian Du
2019 C conf
Spatial Constrained Hyperspectral Reconstruction from RGB Inputs Using Dictionary Representation.
IGARSS
Yunhao Geng, Shaohui Mei, Jin Tian, Yifan Zhang, Qian Du
2019 J jnl
Structure-Aware Collaborative Representation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Wei Li, Yuxiang Zhang, Na Liu, Qian Du, Ran Tao
2019 J jnl
Unsupervised Change Detection in Multispectral Remote Sensing Images via Spectral-Spatial Band Expansion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sicong Liu, Qian Du, Xiaohua Tong, Alim Samat, Lorenzo Bruzzone
2019 J jnl
Unsupervised Manifold Alignment for Cross-Domain Classification of Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett.
Li Ma, Chuang Luo, Jiangtao Peng, Qian Du
2019 J jnl
Unsupervised Spatial-Spectral Feature Learning by 3D Convolutional Autoencoder for Hyperspectral Classification.
IEEE Trans. Geosci. Remote. Sens.
Shaohui Mei, Jingyu Ji, Yunhao Geng, Zhi Zhang, Xu Li, Qian Du
2018 C conf
A Novel Multiple Kernel Learning Framework for Remote Sensing Scene Classification.
IGARSS
Xiaoyong Bian, Yuxia Sheng, Yan Xu, Qian Du
2018 J jnl
A Randomized Subspace Learning Based Anomaly Detector for Hyperspectral Imagery.
Remote. Sens.
Weiwei Sun, Long Tian, Yan Xu, Bo Du, Qian Du
2018 B conf
CascadeNet: Modified ResNet with Cascade Blocks.
ICPR
Xiang Li, Wei Li, Xiaodong Xu, Qian Du
2018 J jnl
Classification of Hyperspectral Imagery Using a New Fully Convolutional Neural Network.
IEEE Geosci. Remote. Sens. Lett.
Jiaojiao Li, Xi Zhao, Yunsong Li, Qian Du, Bobo Xi, Jing Hu
2018 J jnl
Decision Fusion of D-InSAR and Pixel Offset Tracking for Coal Mining Deformation Monitoring.
Remote. Sens.
Depin Ou, Kun Tan, Qian Du, Yu Chen, Jianwei Ding
2018 J jnl
Deep Kernel Extreme-Learning Machine for the Spectral-Spatial Classification of Hyperspectral Imagery.
Remote. Sens.
Jiaojiao Li, Bobo Xi, Qian Du, Rui Song, Yunsong Li, Guangbo Ren
2018 C conf
FPGA Based Implementation of Convolutional Neural Network for Hyperspectral Classification.
IGARSS
Xiaofeng Chen, Jingyu Ji, Shaohui Mei, Yifan Zhang, Manli Han, Qian Du
2018 J jnl
GPU-based fast hyperspectral image classification using joint sparse representation with spectral consistency constraint.
J. Real Time Image Process.
Lei Pan, Heng-Chao Li, Jun Ni, Chen Chen, Xiang-Dong Chen, Qian Du
2018 C conf
Gabor-Filtering-Based Probabilistic Collaborative Representation for Hyperspectral Image Classification.
IGARSS
Yan Xu, Qian Du, Wei Li, Nicolas H. Younan
2018 J jnl
Graph-Regularized Fast and Robust Principal Component Analysis for Hyperspectral Band Selection.
IEEE Trans. Geosci. Remote. Sens.
Weiwei Sun, Qian Du
2018 J jnl
Hyperspectral Anomaly Detection Using Collaborative Representation With Outlier Removal.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hongjun Su, Zhaoyue Wu, Qian Du, Peijun Du
2018 C conf
Hyperspectral Classification Based on Siamese Neural Network Using Spectral-Spatial Feature.
IGARSS
Shizhi Zhao, Wei Li, Qian Du, Qiong Ran
2018 J jnl
Hyperspectral Classification Based on Texture Feature Enhancement and Deep Belief Networks.
Remote. Sens.
Jiaojiao Li, Bobo Xi, Yunsong Li, Qian Du, Keyan Wang
2018 C conf
Hyperspectral Classification Via Spatial Context Exploration with Multi-Scale CNN.
IGARSS
Zhongqi Tian, Jingyu Ji, Shaohui Mei, Junhui Hou, Shuai Wan, Qian Du
2018 C conf
Hyperspectral Image Classification Based on Capsule Network.
IGARSS
Wei-Ye Wang, Heng-Chao Li, Lei Pan, Gang Yang, Qian Du
2018 — conf
Hyperspectral Image Classification Via Sample Expansion for Convolutional Neural Network.
WHISPERS
Jiaojiao Li, Qian Du, Bobo Xi, Yunsong Li
2018 J jnl
Hyperspectral Image Classification With Imbalanced Data Based on Orthogonal Complement Subspace Projection.
IEEE Trans. Geosci. Remote. Sens.
Jiaojiao Li, Qian Du, Yunsong Li, Wei Li
2018 J jnl
Hyperspectral Image Reconstruction by Latent Low-Rank Representation for Classification.
IEEE Geosci. Remote. Sens. Lett.
Lei Pan, Heng-Chao Li, Yong-Jian Sun, Qian Du
2018 J jnl
Hyperspectral Unmixing Using Sparsity-Constrained Deep Nonnegative Matrix Factorization With Total Variation.
IEEE Trans. Geosci. Remote. Sens.
Xin-Ru Feng, Heng-Chao Li, Jun Li, Qian Du, Antonio Plaza, William J. Emery
2018 C conf
Improved Random Projection with $K$-Means Clustering for Hyperspectral Image Classification.
IGARSS
Vineetha Menon, Qian Du, Sundar A. Christopher
2018 C conf
Joint Feature Extraction for Multispectral and Panchromatic Images Based on Convolutional Neural Network.
IGARSS
Yi Chen, Mengmeng Zhang, Wei Li, Qian Du
2018 — conf
Kernel Spatial-Spectral Based Multi-View Low-Rank Sparse Sbuspace Clustering for Hyperspectral Imagery.
WHISPERS
Long Tian, Qian Du, Ivica Kopriva, Nicolas H. Younan
2018 C conf
Low-Complexity Hyperspectral Image Compression Using Folded PCA and JPEG2000.
IGARSS
Shaohui Mei, Bakht Muhammad Khan, Yifan Zhang, Qian Du
2018 J jnl
Modified Tensor Locality Preserving Projection for Dimensionality Reduction of Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett.
Yang-Jun Deng, Heng-Chao Li, Lei Pan, Li-Yang Shao, Qian Du, William J. Emery
2018 J jnl
Multifeature Dictionary Learning for Collaborative Representation Classification of Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Hongjun Su, Bo Zhao, Qian Du, Peijun Du, Zhaohui Xue
2018 J jnl
Multisource Remote Sensing Data Classification Based on Convolutional Neural Network.
IEEE Trans. Geosci. Remote. Sens.
Xiaodong Xu, Wei Li, Qiong Ran, Qian Du, Lianru Gao, Bing Zhang
2018 J jnl
Nuclear norm-based matrix regression preserving embedding for face recognition.
Neurocomputing
Yang-Jun Deng, Heng-Chao Li, Qi Wang, Qian Du
2018 J jnl
Object Tracking in Satellite Videos by Fusing the Kernel Correlation Filter and the Three-Frame-Difference Algorithm.
IEEE Geosci. Remote. Sens. Lett.
Bo Du, Yujia Sun, Shihan Cai, Chen Wu, Qian Du
2018 — conf
Parallel Multi-view Low-rank and Sparse Subspace Clustering for Unsupervised Hyperspectral Image Classification.
APSIPA
Long Tian, Qian Du
2018 — conf
Randomized non negative matrix factorization for hyperspectral image classification.
WHISPERS
Vineetha Menon, Qian Du
2018 J jnl
Remote Sensing Big Data: Theory, Methods and Applications.
Remote. Sens.
Peng Liu, Liping Di, Qian Du, Lizhe Wang
2018 J jnl
Simultaneous Spatial and Spectral Low-Rank Representation of Hyperspectral Images for Classification.
IEEE Trans. Geosci. Remote. Sens.
Shaohui Mei, Junhui Hou, Jie Chen, Lap-Pui Chau, Qian Du
2018 C conf
Spatial-spectral Based Multi-view Low-rank Sparse Sbuspace Clustering for Hyperspectral Imagery.
IGARSS
Long Tian, Qian Du, Ivica Kopriva, Nicolas H. Younan
2018 J jnl
Tensor Low-Rank Discriminant Embedding for Hyperspectral Image Dimensionality Reduction.
IEEE Trans. Geosci. Remote. Sens.
Yang-Jun Deng, Heng-Chao Li, Kun Fu, Qian Du, William J. Emery
2018 J jnl
Unsupervised Feature Extraction for Hyperspectral Imagery Using Collaboration-Competition Graph.
IEEE J. Sel. Top. Signal Process.
Na Liu, Wei Li, Qian Du
2018 J jnl
Unsupervised Hyperspectral Remote Sensing Image Clustering Based on Adaptive Density.
IEEE Geosci. Remote. Sens. Lett.
Huan Xie, Ang Zhao, Shengyu Huang, Jie Han, Sicong Liu, Xiong Xu, Xin Luo, Haiyan Pan, Qian Du, Xiaohua Tong
2018 C conf
Unsupervised Multi-Class Change Detection in Bitemporal Multispectral Images Using Band Expansion.
IGARSS
Sicong Liu, Qian Du, Lorenzo Bruzzone, Alim Samat, Xiaohua Tong
2017 C conf
A spectral-spatial multiscale approach for unsupervised multiple change detection.
IGARSS
Sicong Liu, Qian Du, Xiaohua Tong, Alim Samat, Lorenzo Bruzzone, Francesca Bovolo
2017 J jnl
Band Selection-Based Dimensionality Reduction for Change Detection in Multi-Temporal Hyperspectral Images.
Remote. Sens.
Sicong Liu, Qian Du, Xiaohua Tong, Alim Samat, Haiyan Pan, Xiaolong Ma
2017 J jnl
Dimensionality Reduction of Hyperspectral Image with Graph-Based Discriminant Analysis Considering Spectral Similarity.
Remote. Sens.
Fubiao Feng, Wei Li, Qian Du, Bing Zhang
2017 J jnl
Discriminant Analysis of Hyperspectral Imagery Using Fast Kernel Sparse and Low-Rank Graph.
IEEE Trans. Geosci. Remote. Sens.
Lei Pan, Heng-Chao Li, Wei Li, Xiang-Dong Chen, Guangning Wu, Qian Du
2017 J jnl
Fast and Robust Self-Representation Method for Hyperspectral Band Selection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Weiwei Sun, Long Tian, Yan Xu, Dianfa Zhang, Qian Du
2017 J jnl
Firefly-Algorithm-Inspired Framework With Band Selection and Extreme Learning Machine for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hongjun Su, Yue Cai, Qian Du
2017 J jnl
Fusing Local and Global Features for High-Resolution Scene Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiaoyong Bian, Chen Chen, Long Tian, Qian Du
2017 C conf
Fusing different levels of deep features by deep stacked neural network for hyperspectral images.
IGARSS
Shaohui Mei, Yanfu Chen, Jingyu Ji, Junhui Hou, Qian Du
2017 C conf
Fusing two convolutional neural networks for high-resolution scene classification.
IGARSS
Xiaoyong Bian, Chen Chen, Yuxia Sheng, Yan Xu, Qian Du
2017 J jnl
Hyperspectral Dimensionality Reduction by Tensor Sparse and Low-Rank Graph-Based Discriminant Analysis.
Remote. Sens.
Lei Pan, Heng-Chao Li, Yang-Jun Deng, Fan Zhang, Xiang-Dong Chen, Qian Du
2017 J jnl
Hyperspectral Image Classification Using Deep Pixel-Pair Features.
IEEE Trans. Geosci. Remote. Sens.
Wei Li, Guodong Wu, Fan Zhang, Qian Du
2017 J jnl
Hyperspectral Image Classification by Exploring Low-Rank Property in Spectral or/and Spatial Domain.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Shaohui Mei, Qianqian Bi, Jingyu Ji, Junhui Hou, Qian Du
2017 J jnl
Hyperspectral Image Classification via Low-Rank and Sparse Representation With Spectral Consistency Constraint.
IEEE Geosci. Remote. Sens. Lett.
Lei Pan, Heng-Chao Li, Hua Meng, Wei Li, Qian Du, William J. Emery
2017 J jnl
Hyperspectral Image Spatial Super-Resolution via 3D Full Convolutional Neural Network.
Remote. Sens.
Shaohui Mei, Xin Yuan, Jingyu Ji, Yifan Zhang, Shuai Wan, Qian Du
2017 B conf
Hyperspectral image super-resolution via convolutional neural network.
ICIP
Shaohui Mei, Xin Yuan, Jingyu Ji, Shuai Wan, Junhui Hou, Qian Du
2017 J jnl
Learning Sensor-Specific Spatial-Spectral Features of Hyperspectral Images via Convolutional Neural Networks.
IEEE Trans. Geosci. Remote. Sens.
Shaohui Mei, Jingyu Ji, Junhui Hou, Xu Li, Qian Du
2017 C conf
Learning sensor-specific features for hyperspectral images via 3-dimensional convolutional autoencoder.
IGARSS
Jingyu Ji, Shaohui Mei, Junhui Hou, Xu Li, Qian Du
2017 J jnl
Locality Sensitive Discriminant Analysis for Group Sparse Representation-Based Hyperspectral Imagery Classification.
IEEE Geosci. Remote. Sens. Lett.
Haoyang Yu, Lianru Gao, Wei Li, Qian Du, Bing Zhang
2017 J jnl
Multiscale Morphological Compressed Change Vector Analysis for Unsupervised Multiple Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sicong Liu, Qian Du, Xiaohua Tong, Alim Samat, Lorenzo Bruzzone, Francesca Bovolo
2017 J jnl
Nonlinear Classification of Multispectral Imagery Using Representation-Based Classifiers.
Remote. Sens.
Yan Xu, Qian Du, Wei Li, Chen Chen, Nicolas H. Younan
2017 C conf
Nonlinear classification of multispectral imagery using representation-based classifiers.
IGARSS
Yan Xu, Qian Du, Wei Li, Chen Chen, Nicolas H. Younan
2017 J jnl
Particle Swarm Optimization-Based Band Selection for Hyperspectral Target Detection.
IEEE Geosci. Remote. Sens. Lett.
Yan Xu, Qian Du, Nicolas H. Younan
2017 J jnl
Random Hadamard Projections for Hyperspectral Unmixing.
IEEE Geosci. Remote. Sens. Lett.
Vineetha Menon, Qian Du, James E. Fowler
2017 J jnl
Robust Joint Sparse Representation Based on Maximum Correntropy Criterion for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Jiangtao Peng, Qian Du
2017 C conf
Sparse graph embedding dimension reduction for hyperspectral image with a new spectral similarity metric.
IGARSS
Fubiao Feng, Wei Li, Qian Du, Qiong Ran
2017 J jnl
Sub-Pixel Mapping Based on MAP Model and Spatial Attraction Theory for Remotely Sensed Image.
IEEE Access
Ke Wu, Qian Du, Xiangyun Hu, Xianmin Wang
2017 J jnl
Subpixel Change Detection of Multitemporal Remote Sensed Images Using Variability of Endmembers.
IEEE Geosci. Remote. Sens. Lett.
Ke Wu, Qian Du
2017 J jnl
Supervised Sub-Pixel Mapping for Change Detection from Remotely Sensed Images with Different Resolutions.
Remote. Sens.
Ke Wu, Qian Du, Yi Wang, Yetao Yang
2017 C conf
Tensor-based offset-sparsity decomposition for hyperspectral image classification.
IGARSS
Long Tian, Qian Du, Nicolas H. Younan, Ivica Kopriva
2017 J jnl
Transferred Deep Learning for Anomaly Detection in Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett.
Wei Li, Guodong Wu, Qian Du
2017 C conf
Transferred deep learning for hyperspectral target detection.
IGARSS
Wei Li, Guodong Wu, Qian Du
2016 J jnl
A Novel Tri-Training Technique for Semi-Supervised Classification of Hyperspectral Images Based on Diversity Measurement.
Remote. Sens.
Kun Tan, Jishuai Zhu, Qian Du, Lixin Wu, Peijun Du
2016 J jnl
A survey on representation-based classification and detection in hyperspectral remote sensing imagery.
Pattern Recognit. Lett.
Wei Li, Qian Du
2016 J jnl
An efficient radial basis function neural network for hyperspectral remote sensing image classification.
Soft Comput.
Jiaojiao Li, Qian Du, Yunsong Li
2016 — conf
Estimating soil heavy metal concentration using hyperspectral data and weighted K-NN method.
WHISPERS
Weibo Ma, Kun Tan, Qian Du, Jianwei Ding, Qingwu Yan
2016 C conf
Extended multi-structure local binary pattern for high-resolution image scene classification.
IGARSS
Xiaoyong Bian, Chen Chen, Qian Du, Yuxia Sheng
2016 J jnl
Fast SVD With Random Hadamard Projection for Hyperspectral Dimensionality Reduction.
IEEE Geosci. Remote. Sens. Lett.
Vineetha Menon, Qian Du, James E. Fowler
2016 C conf
Hadamard-Walsh random projection for hyperspectral image classification.
IGARSS
Vineetha Menon, Qian Du, James E. Fowler
2016 C conf
How to fully explore the low-rank property for data recovery of hyperspectral images.
IGARSS
Shaohui Mei, Qianqian Bi, Jingyu Ji, Junhui Hou, Qian Du
2016 J jnl
Hyperspectral Band Selection Using Improved Firefly Algorithm.
IEEE Geosci. Remote. Sens. Lett.
Hongjun Su, Bin Yong, Qian Du
2016 J jnl
Hyperspectral Image Classification by Fusing Collaborative and Sparse Representations.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wei Li, Qian Du, Fan Zhang, Wei Hu
2016 — conf
Hyperspectral image destriping using unmixing-based kriging interpolation.
WHISPERS
Cencen Pan, Kun Tan, Qian Du, Qinwu Yan, Jianwei Ding
2016 C conf
Integrating spectral and spatial information into deep convolutional Neural Networks for hyperspectral classification.
IGARSS
Shaohui Mei, Jingyu Ji, Qianqian Bi, Junhui Hou, Qian Du, Wei Li
2016 — conf
Joint low rank and sparse representation-based hyperspectral image classification.
WHISPERS
Mengmeng Zhang, Wei Li, Qian Du
2016 J jnl
Laplacian Regularized Collaborative Graph for Discriminant Analysis of Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Wei Li, Qian Du
2016 J jnl
Low-Rank Subspace Representation for Supervised and Unsupervised Classification of Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Alex Sumarsono, Qian Du
2016 J jnl
Message from Incoming Editor-in-Chief.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Qian Du
2016 J jnl
Multi-Probe Based Artificial DNA Encoding and Matching Classifier for Hyperspectral Remote Sensing Imagery.
Remote. Sens.
Ke Wu, Dong Zhao, Yanfei Zhong, Qian Du
2016 C conf
Multispectral image enhancement with extended offset-sparsity decomposition.
IGARSS
Long Tian, Qian Du, Nicolas H. Younan, Ivica Kopriva
2016 C conf
Parallel collaborative representation for hyperspectral image classification on GPUs.
IGARSS
Lucheng Wu, Xiaoming Xie, Wei Li, Qian Du
2016 C conf
Particle swarm optimization-based band selection for hyperspectral target detection.
IGARSS
Yan Xu, Qian Du, Nicolas H. Younan
2016 — conf
Random-projection-based nonnegative least squares for hyperspectral image unmixing.
WHISPERS
Vineetha Menon, Qian Du, James E. Fowler
2016 J jnl
Remote Sensing Image Scene Classification Using Multi-Scale Completed Local Binary Patterns and Fisher Vectors.
Remote. Sens.
Longhui Huang, Chen Chen, Wei Li, Qian Du
2016 C conf
Representation-based hyperspectral image classification with imbalanced data.
IGARSS
Jiaojiao Li, Qian Du, Wei Li, Yunsong Li
2016 J jnl
Robust Hyperspectral Image Classification by Multi-Layer Spatial-Spectral Sparse Representations.
Remote. Sens.
Xiaoyong Bian, Chen Chen, Yan Xu, Qian Du
2016 J jnl
Scene classification using local and global features with collaborative representation fusion.
Inf. Sci.
Jinyi Zou, Wei Li, Chen Chen, Qian Du
2016 J jnl
Sparse and Low-Rank Graph for Discriminant Analysis of Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Wei Li, Jiabin Liu, Qian Du
2016 J jnl
Special issue on advances in pattern recognition in remote sensing.
Pattern Recognit. Lett.
Qian Du, Eckart Michaelsen, Bing Zhang, Jocelyn Chanussot
2016 J jnl
Spectral Variation Alleviation by Low-Rank Matrix Approximation for Hyperspectral Image Analysis.
IEEE Geosci. Remote. Sens. Lett.
Shaohui Mei, Qianqian Bi, Jingyu Ji, Junhui Hou, Qian Du
2016 — conf
Sub-pixel mapping of remotely sensed imagery based on maximum a posteriori estimation and fuzzy ARTMAP neural network.
WHISPERS
Ke Wu, Qian Du
2016 J jnl
Tangent Distance-Based Collaborative Representation for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Hongjun Su, Bo Zhao, Qian Du, Yehua Sheng
2016 C conf
Tri_training for remote sensing classification based on multi-scale homogeneity.
IGARSS
Jishuai Zhu, Kun Tan, Qian Du
2016 C conf
Using CNN-based high-level features for remote sensing scene classification.
IGARSS
Zhengzheng Fang, Wei Li, Jinyi Zou, Qian Du
2015 C conf
Adaptive sparse representation for hyperspectral image classification.
IGARSS
Wei Li, Qian Du
2015 J jnl
Adjusted Spectral Matched Filter for Target Detection in Hyperspectral Imagery.
Remote. Sens.
Lianru Gao, Bin Yang, Qian Du, Bing Zhang
2015 J jnl
Collaborative Representation for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Wei Li, Qian Du
2015 J jnl
Collaborative-Representation-Based Nearest Neighbor Classifier for Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett.
Wei Li, Qian Du, Fan Zhang, Wei Hu
2015 J jnl
Combined sparse and collaborative representation for hyperspectral target detection.
Pattern Recognit.
Wei Li, Qian Du, Bing Zhang
2015 — conf
Endmember extraction by L2, 0 constrained sparse dictionary selection.
WHISPERS
Shaohui Mei, Qian Du, Mingyi He, Yihang Wang
2015 J jnl
Equivalent-Sparse Unmixing Through Spatial and Spectral Constrained Endmember Selection From an Image-Derived Spectral Library.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Shaohui Mei, Qian Du, Mingyi He
2015 J jnl
GPU Parallel Implementation of Support Vector Machines for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Kun Tan, Junpeng Zhang, Qian Du, Xuesong Wang
2015 J jnl
Hyperspectral Image Classification Using Weighted Joint Collaborative Representation.
IEEE Geosci. Remote. Sens. Lett.
Mingming Xiong, Qiong Ran, Wei Li, Jinyi Zou, Qian Du
2015 — conf
Hyperspectral image classification using multiple features and nearest regularized subspace.
WHISPERS
Bing Peng, Xiaoming Xie, Wei Li, Qian Du
2015 C conf
Hyperspectral image classification with low-rank subspace and sparse representation.
IGARSS
Alex Sumarsono, Qian Du
2015 — conf
Hyperspectral image segmentation with low-rank representation and spectral clustering.
WHISPERS
Alex Sumarsono, Qian Du, Nicolas H. Younan
2015 J jnl
Kernel Collaborative Representation With Tikhonov Regularization for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Wei Li, Qian Du, Mingming Xiong
2015 J jnl
Local Binary Patterns and Extreme Learning Machine for Hyperspectral Imagery Classification.
IEEE Trans. Geosci. Remote. Sens.
Wei Li, Chen Chen, Hongjun Su, Qian Du
2015 J jnl
Low-Rank Subspace Representation for Estimating the Number of Signal Subspaces in Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Alex Sumarsono, Qian Du
2015 — conf
Representation-based classification for hyperspectral imagery: An elastic net regularization approach.
WHISPERS
Wei Li, Lan Chang, Qian Du
2015 J jnl
Semisupervised Discriminant Analysis for Hyperspectral Imagery With Block-Sparse Graph.
IEEE Geosci. Remote. Sens. Lett.
Kun Tan, Songyang Zhou, Qian Du
2015 J jnl
Sparse Representation-Based Nearest Neighbor Classifiers for Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett.
Jinyi Zou, Wei Li, Qian Du
2015 — conf
Sparse feature extraction for hyperspectral image classification.
ChinaSIP
Lu Wang, Xiaoming Xie, Wei Li, Qian Du, Guojun Li
2015 C conf
Spatial preprocessing for spectral endmember extraction by local linear embedding.
IGARSS
Shaohui Mei, Qian Du, Mingyi He, Yihang Wang
2015 — conf
Spatial-spectral classification with local regional filter and Markov random field.
WHISPERS
Qiong Ran, Wei Li, Qian Du
2015 J jnl
Weighted-Fusion-Based Representation Classifiers for Hyperspectral Imagery.
Remote. Sens.
Bing Peng, Wei Li, Xiaoming Xie, Qian Du, Kui Liu
2014 J jnl
An Operational Approach to PCA+JPEG2000 Compression of Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Qian Du, Nam Hoai Ly, James E. Fowler
2014 J jnl
Collaborative Graph-Based Discriminant Analysis for Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Nam Hoai Ly, Qian Du, James E. Fowler
2014 — conf
Collaborative representation based k-nearest neighbor classifier for hyperspectral imagery.
WHISPERS
Wei Li, Qian Du, Fan Zhang, Wei Hu
2014 — conf
Decision fusion for hyperspectral image classification based on minimum-distance classifiers in thewavelet domain.
ChinaSIP
Wei Li, Saurabh Prasad, Eric W. Tramel, James E. Fowler, Qian Du
2014 — conf
Dimensionality reduction of hyperspectral imagery with sparse and collaborative graphs.
WHISPERS
Nam Hoai Ly, Qian Du, James E. Fowler, Nicolas H. Younan
2014 — conf
Estimation of number of signal subspaces in hyperspectral imagery using low-rank subspace representation.
WHISPERS
Alex Sumarsono, Qian Du
2014 J jnl
Foreword to the Special Issue on Pattern Recognition in Remote Sensing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Qian Du, Eckart Michaelsen, Peijun Du, Lorenzo Bruzzone, Xiaohua Tong, Uwe Stilla
2014 J jnl
Gabor-Filtering-Based Nearest Regularized Subspace for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wei Li, Qian Du
2014 J jnl
Hyperspectral Image Classification Using Band Selection and Morphological Profiles.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Kun Tan, Erzhu Li, Qian Du, Peijun Du
2014 J jnl
Hyperspectral Image Visualization Using Band Selection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hongjun Su, Qian Du, Peijun Du
2014 J jnl
Hyperspectral and LiDAR Data Fusion: Outcome of the 2013 GRSS Data Fusion Contest.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Christian Debes, Andreas Merentitis, Roel Heremans, Jürgen T. Hahn, Nikolaos Frangiadakis, Tim van Kasteren, Wenzhi Liao, Rik Bellens, Aleksandra Pizurica, Sidharta Gautama, Wilfried Philips, Saurabh Prasad, Qian Du, Fabio Pacifici
2014 — conf
Hyperspectral image classification based on spectra derivative features and locality preserving analysis.
ChinaSIP
Zhen Ye, Mingyi He, James E. Fowler, Qian Du
2014 J jnl
Joint Within-Class Collaborative Representation for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wei Li, Qian Du
2014 — conf
Joint sparse and collaborative representation for target detection in hyperspectral imagery.
WHISPERS
Wei Li, Qian Du
2014 J jnl
Optimized Hyperspectral Band Selection Using Particle Swarm Optimization.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hongjun Su, Qian Du, Genshe Chen, Peijun Du
2014 — conf
Orthogonal matching pursuit for nonlinear unmixing of hyperspectral imagery.
ChinaSIP
Nareenart Raksuntorn, Qian Du, Nicolas H. Younan, Wei Li
2014 J jnl
PSO-EM: A Hyperspectral Unmixing Algorithm Based On Normal Compositional Model.
IEEE Trans. Geosci. Remote. Sens.
Bing Zhang, Lina Zhuang, Lianru Gao, Wenfei Luo, Qiong Ran, Qian Du
2014 J jnl
Sparse Graph-Based Discriminant Analysis for Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Nam Hoai Ly, Qian Du, James E. Fowler
2013 J jnl
A Comparative Study on Linear Regression-Based Noise Estimation for Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lianru Gao, Qian Du, Bing Zhang, Wei Yang, Yuanfeng Wu
2013 J jnl
A Partially Supervised Approach for Detection and Classification of Buried Radioactive Metal Targets Using Electromagnetic Induction Data.
IEEE Trans. Geosci. Remote. Sens.
Anish C. Turlapaty, Qian Du, Nicolas H. Younan
2013 C conf
A novel endmember extraction method using modified maximum spectral screening.
IGARSS
Hongjun Su, Peijun Du, Qian Du
2013 — conf
An optimized band selection scheme for hyperspectral imagery analysis.
WHISPERS
Hongjun Su, Qian Du, Peijun Du
2013 — conf
Ant colony optimization for supervised and unsupervised hyperspectral band selection.
WHISPERS
Jianwei Gao, Qian Du, Lianru Gao, Xu Sun, Yuanfeng Wu, Bing Zhang
2013 C conf
Combine labeled and unlabeled information for hyperspectral image classification.
IGARSS
Qian Du, Deok Han, Nicolas H. Younan
2013 C conf
Hyperspectral target detection with sparseness constraint.
IGARSS
Ben Ma, Qian Du
2013 — conf
Improving the performance of sparse unmixing.
WHISPERS
Qian Du, Ben Ma, Nareenart Raksuntorn
2013 J jnl
Multi-Modal and Multi-Temporal Data Fusion: Outcome of the 2012 GRSS Data Fusion Contest.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Christian Berger, Michael Voltersen, Robert Eckardt, Jonas Eberle, Thomas Heyer, Nesrin Salepci, Sören Hese, Christiane Schmullius, Junyi Tao, Stefan Auer, Richard Bamler, Ken Ewald, Michael G. Gartley, John Jacobson, Alan Buswell, Qian Du, Fabio Pacifici
2013 C conf
Multiscale spectral-spatial classification for hyperspectral imagery.
IGARSS
Zhiling Long, Qian Du, Nicolas H. Younan
2013 — conf
Multiscale spectral-spatial hyperspectral classification using Multilinear PCA and contourlet transform.
WHISPERS
Zhiling Long, Qian Du, Nicolas H. Younan
2013 J jnl
Optimized maximum noise fraction for dimensionality reduction of Chinese HJ-1A hyperspectral data.
EURASIP J. Adv. Signal Process.
Lianru Gao, Bing Zhang, Xu Sun, Shanshan Li, Qian Du, Changshan Wu
2013 J jnl
Reconstruction From Random Projections of Hyperspectral Imagery With Spectral and Spatial Partitioning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Nam Hoai Ly, Qian Du, James E. Fowler
2013 C conf
Unsupervised nearest regularized subspace for anomaly detection in hyperspectral imagery.
IGARSS
Wei Li, Qian Du
2013 J jnl
Using High-Resolution Airborne and Satellite Imagery to Assess Crop Growth and Yield Variability for Precision Agriculture.
Proc. IEEE
Chenghai Yang, James H. Everitt, Qian Du, Bin Luo, Jocelyn Chanussot
2012 J jnl
A Hybrid Approach for Building Extraction From Spaceborne Multi-Angular Optical Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Anish C. Turlapaty, Balakrishna Gokaraju, Qian Du, Nicolas H. Younan, James V. Aanstoos
2012 J jnl
A New Sequential Algorithm for Hyperspectral Endmember Extraction.
IEEE Geosci. Remote. Sens. Lett.
Qian Du
2012 — conf
A comparative study on noise estimation for hyperspectral imagery.
WHISPERS
Lianru Gao, Qian Du, Wei Yang, Bing Zhang
2012 — conf
A new method for change analysis of multi-temporal hyperspectral images.
WHISPERS
Qian Du
2012 C conf
An operational approach for hyperspectral image compression.
IGARSS
Qian Du, Nam Hoai Ly, James E. Fowler
2012 J jnl
Anomaly Detection and Reconstruction From Random Projections.
IEEE Trans. Image Process.
James E. Fowler, Qian Du
2012 J jnl
Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
José M. Bioucas-Dias, Antonio Plaza, Nicolas Dobigeon, Mario Parente, Qian Du, Paul D. Gader, Jocelyn Chanussot
2012 C conf
Hyperspectral band selection using a collaborative sparse model.
IGARSS
Qian Du, José M. Bioucas-Dias, Antonio Plaza
2012 — conf
Hyperspectral classification using selected contourlet subbands.
WHISPERS
Zhiling Long, Qian Du, Nicolas H. Younan
2012 — conf
Hyperspectral image classification using band selection and morphological profile.
WHISPERS
Kun Tan, Erzhu Li, Qian Du, Peijun Du
2012 — conf
Hyperspectral imagery visualization using band selection.
WHISPERS
Hongjun Su, Qian Du, Peijun Du
2012 — conf
Improvement of background characterization for hyperspectral target detection.
WHISPERS
Ben Ma, Qian Du
2012 J jnl
Multi-Modal Change Detection, Application to the Detection of Flooded Areas: Outcome of the 2009-2010 Data Fusion Contest.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Nathan Longbotham, Fabio Pacifici, Taylor C. Glenn, Alina Zare, Michele Volpi, Devis Tuia, Emmanuel Christophe, Julien Michel, Jordi Inglada, Jocelyn Chanussot, Qian Du
2012 — conf
Noise-adjusted subspace linear discriminant analysis for hyperspectral-image classification.
WHISPERS
Wei Li, Saurabh Prasad, James E. Fowler, Qian Du
2012 J jnl
Particle Swarm Optimization-Based Hyperspectral Dimensionality Reduction for Urban Land Cover Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
He Yang, Qian Du, Genshe Chen
2011 C conf
2011 GRSS Data Fusion Contest: Exploiting WorldView-2 multi-angular acquisitions.
IGARSS
Fabio Pacifici, Jocelyn Chanussot, Qian Du
2011 J jnl
An Efficient Method for Supervised Hyperspectral Band Selection.
IEEE Geosci. Remote. Sens. Lett.
He Yang, Qian Du, Hongjun Su, Yehua Sheng
2011 C conf
Applying spectral unmixing and support vector machine to airborne hyperspectral imagery for detecting giant reed.
IGARSS
Chenghai Yang, John A. Goolsby, James H. Everitt, Qian Du
2011 C conf
Detection and classification of buried radioactive-metal objects using wideband EMI data.
IGARSS
Anish C. Turlapaty, Qian Du, Nicolas H. Younan
2011 B conf
Fast Band Selection for Hyperspectral Imagery.
ICPADS
He Yang, Qian Du
2011 J jnl
Foreword to the Special Issue on High Performance Computing in Earth Observation and Remote Sensing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Antonio Plaza, Qian Du, Yang-Lang Chang, Roger L. King
2011 J jnl
Foreword to the Special Issue on Spectral Unmixing of Remotely Sensed Data.
IEEE Trans. Geosci. Remote. Sens.
Antonio Plaza, Qian Du, José M. Bioucas-Dias, Xiuping Jia, Fred A. Kruse
2011 J jnl
High Performance Computing for Hyperspectral Remote Sensing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Antonio Plaza, Qian Du, Yang-Lang Chang, Roger L. King
2011 — conf
Improved sequential endmember extraction algorithms.
WHISPERS
Qian Du, He Yang, Nicolas H. Younan
2011 J jnl
Multitemporal Hyperspectral Image Compression.
IEEE Geosci. Remote. Sens. Lett.
Wei Zhu, Qian Du, James E. Fowler
2011 C conf
Particle swarm optimization-based dimensionality reduction for hyperspectral image classification.
IGARSS
He Yang, Qian Du
2011 C conf
Random-projection-based dimensionality reduction and decision fusion for hyperspectral target detection.
IGARSS
Qian Du, James E. Fowler, Ben Ma
2011 J jnl
Semisupervised Band Clustering for Dimensionality Reduction of Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett.
Hongjun Su, He Yang, Qian Du, Yehua Sheng
2011 C conf
Tensor factorization and continous wavelet transform for model-free single-frame blind image deconvolution.
ISPA
Ivica Kopriva, Qian Du
2011 J jnl
Unsupervised Hyperspectral Band Selection Using Graphics Processing Units.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
He Yang, Qian Du, Genshe Chen
2010 Misc conf
A joint optical flow and principal component analysis approach for motion detection.
ICASSP
Kui Liu, He Yang, Ben Ma, Qian Du
2010 J jnl
Decision Fusion on Supervised and Unsupervised Classifiers for Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett.
He Yang, Qian Du, Ben Ma
2010 J jnl
Feature-Driven Multilayer Visualization for Remotely Sensed Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Shangshu Cai, Qian Du, Robert J. Moorhead
2010 J jnl
Nonlinear Spectral Mixture Analysis for Hyperspectral Imagery in an Unknown Environment.
IEEE Geosci. Remote. Sens. Lett.
Nareenart Raksuntorn, Qian Du
2010 C conf
On the performance of random-projection-based dimensionality reduction for endmember extraction.
IGARSS
Qian Du, James E. Fowler
2010 J jnl
Optical Flow and Principal Component Analysis-Based Motion Detection in Outdoor Videos.
EURASIP J. Adv. Signal Process.
Kui Liu, Qian Du, He Yang, Ben Ma
2010 — conf
Spectral unmixing of airborne hyperspectral imagery for mapping giant reed infestations.
WHISPERS
Chenghai Yang, Qian Du, James H. Everitt, John A. Goolsby, Nicolas H. Younan
2010 — conf
Virtual dimensionality estimation for hyperspectral imagery with a fractal-based method.
WHISPERS
Qian Du
2010 C conf
Weighted decision fusion for supervised and unsupervised hyperspectral image classification.
IGARSS
He Yang, Qian Du, Ben Ma
2009 J jnl
An improved box-counting method for image fractal dimension estimation.
Pattern Recognit.
Jian Li, Qian Du, Caixin Sun
2009 — conf
Classification Performance of Random-projection-based Dimensionality Reduction of Hyperspectral Imagery.
IGARSS (5)
James E. Fowler, Qian Du, Wei Zhu, Nicolas H. Younan
2009 — conf
Decision Fusion for Supervised and Unsupervised Hyperspectral Image Classification.
IGARSS (4)
He Yang, Ben Ma, Qian Du
2009 J jnl
Dependent component analysis for blind restoration of images degraded by turbulent atmosphere.
Neurocomputing
Qian Du, Ivica Kopriva
2009 J jnl
Fast real-time onboard processing of hyperspectral imagery for detection and classification.
J. Real Time Image Process.
Qian Du, Reza Nekovei
2009 — conf
High Performance Computing for Hyperspectral Image Analysis: Perspective and State-of-the-art.
IGARSS (5)
Antonio Plaza, Qian Du, Yang-Lang Chang
2009 — conf
Improving the quality of extracted endmembers.
WHISPERS
Qian Du, Liangpei Zhang, Nareenart Raksuntorn
2009 — conf
Nonlinear Mixture Analysis for Hyperspectral Imagery.
IGARSS (3)
Nareenart Raksuntorn, Qian Du
2009 J jnl
On the Impact of Atmospheric Correction on Lossy Compression of Multispectral and Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Qian Du, James E. Fowler, Wei Zhu
2009 J jnl
Segmented Principal Component Analysis for Parallel Compression of Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett.
Qian Du, Wei Zhu, He Yang, James E. Fowler
2009 — conf
Unsupervised Hyperspectral Band Selection using Parallel Processing.
IGARSS (5)
He Yang, Qian Du
2008 — conf
A New Linear Mixture Model for Hyperspectral Image Analysis.
IGARSS (3)
Nareenart Raksuntorn, Qian Du
2008 — conf
Anomaly-Based Hyperspectral Image Compression.
IGARSS (2)
Qian Du, Wei Zhu, James E. Fowler
2008 J jnl
Anomaly-Based JPEG2000 Compression of Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett.
Qian Du, Wei Zhu, James E. Fowler
2008 J jnl
Automated Target Detection and Discrimination Using Constrained Kurtosis Maximization.
IEEE Geosci. Remote. Sens. Lett.
Qian Du, Ivica Kopriva
2008 J jnl
Color Display for Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Qian Du, Nareenart Raksuntorn, Shangshu Cai, Robert J. Moorhead II
2008 — conf
Dimensionality Reduction and Linear Discriminant Analysis for Hyperspectral Image Classification.
KES (3)
Qian Du, Nicolas H. Younan
2008 — conf
Improvements to 3D-Tarp Coding for the Compression of Hyperspectral Imagery.
IGARSS (2)
Jing Zhang, James E. Fowler, Qian Du, Guizhong Liu
2008 J jnl
Low-Complexity Principal Component Analysis for Hyperspectral Image Compression.
Int. J. High Perform. Comput. Appl.
Qian Du, James E. Fowler
2008 — conf
Parallel Data Compression for Hyperspectral Imagery.
IGARSS (2)
He Yang, Qian Du, Wei Zhu, Ioana Banicescu, James E. Fowler
2008 J jnl
Similarity-Based Unsupervised Band Selection for Hyperspectral Image Analysis.
IEEE Geosci. Remote. Sens. Lett.
Qian Du, He Yang
2007 J jnl
Hyperspectral Image Compression Using JPEG2000 and Principal Component Analysis.
IEEE Geosci. Remote. Sens. Lett.
Qian Du, James E. Fowler
2007 J jnl
Hyperspectral Imagery Visualization Using Double Layers.
IEEE Trans. Geosci. Remote. Sens.
Shangshu Cai, Qian Du, Robert J. Moorhead
2007 C conf
Hyperspectral image compression with the 3D dual-tree wavelet transform.
IGARSS
Joseph B. Boettcher, Qian Du, James E. Fowler
2007 — conf
Implementation of Low-Complexity Principal Component Analysis for Remotely Sensed Hyperspectral-Image Compression.
SiPS
Qian Du, Wei Zhu, James E. Fowler
2007 J jnl
Modified Fisher's Linear Discriminant Analysis for Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett.
Qian Du
2007 J jnl
On the Performance Evaluation of Pan-Sharpening Techniques.
IEEE Geosci. Remote. Sens. Lett.
Qian Du, Nicolas H. Younan, Roger L. King, Vijay P. Shah
2007 C conf
Unsupervised band selection for hyperspectral image analysis.
IGARSS
Qian Du, He Yang
2007 J jnl
Unsupervised real-time constrained linear discriminant analysis to hyperspectral image classification.
Pattern Recognit.
Qian Du
2006 B conf
A New Box-Counting Method for Estimation of Image Fractal Dimension.
ICIP
Jian Li, Caixin Sun, Qian Du
2006 C conf
Color Representation and Classification for Hyperspectral Imagery.
IGARSS
Qian Du, Nareenart Raksuntorn, Shangshu Cai, Nicolas H. Younan
2006 C conf
Remote Sensing Image Visualization Using Double Layers.
IGARSS
Shangshu Cai, Qian Du, Robert J. Moorhead
2006 B conf
Restoration of Degraded Video Through Turbulent Atmosphere.
ICIP
Qian Du, Nareenart Raksuntorn, Adnan Orduyilmaz
2006 — ch.
Spectral/Spatial Hyperspectral Image Compression.
Hyperspectral Data Compression
Bharath Ramakrishna, Antonio Plaza, Chein-I Chang, Hsuan Ren, Qian Du, Chein-Chi Chang
2005 C conf
Airborne hyperspectral image analysis for grain sorghum yield variability mapping.
IGARSS
Qian Du, Chenghai Yang, James H. Everitt
2005 J jnl
Implementation of real-time constrained linear discriminant analysis to remote sensing image classification.
Pattern Recognit.
Qian Du, Reza Nekovei
2005 C conf
Investigation on constrained matrix factorization for hyperspectral image analysis.
IGARSS
Qian Du, Ivica Kopriva, Harold Szu
2005 A conf
Noise-Adjusted Principle Component Analysis For Hyperspectral Remotely Sensed Imagery Visualization.
IEEE Visualization
Shangshu Cai, Qian Du, Robert J. Moorhead, Mahnas Jean Mohammadi-Aragh, Derek Irby
2005 C conf
Performance evaluation for pan-sharpening techniques.
IGARSS
Qian Du, Oguz Gungor, Jie Shan
2004 J jnl
A signal-decomposed and interference-annihilated approach to hyperspectral target detection.
IEEE Trans. Geosci. Remote. Sens.
Qian Du, Chein-I Chang
2004 C conf
Citrus pest stress monitoring using airborne hyperspectral imagery.
IGARSS
Qian Du, J. Victor French, Mani Skaria, Chenghai Yang, James H. Everitt
2004 J jnl
Estimation of number of spectrally distinct signal sources in hyperspectral imagery.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang, Qian Du
2004 J jnl
Independent Component Analysis for Classifying Multispectral Images with Dimensionality Limitation.
Int. J. Inf. Acquis.
Qian Du, Ivica Kopriva, Harold Szu
2004 J jnl
Linear mixture analysis-based compression for hyperspectral image analysis.
IEEE Trans. Geosci. Remote. Sens.
Qian Du, Chein-I Chang
2004 C conf
Optimal linear unmixing for hyperspectral image analysis.
IGARSS
Qian Du
2004 C conf
Optimal siting of hydrological monitoring stations with respect to remote sensing-based geo-environmental patterns.
IGARSS
Ammarin Daranpob, Ni-Bin Chang, Mark Beaman, Qian Du, Chris Wyatt
2004 C conf
Realtime online data compression for hyperspectral imagery.
IGARSS
Qian Du
2003 J jnl
A comparative study for orthogonal subspace projection and constrained energy minimization.
IEEE Trans. Geosci. Remote. Sens.
Qian Du, Hsuan Ren, Chein-I Chang
2003 C conf
Adaptive Gaussian mixture estimation and its application to unsupervised classification of remotely sensed images.
IGARSS
Sumit Chakravarty, Qian Du, Hsuan Ren
2003 J jnl
Real-time constrained linear discriminant analysis to target detection and classification in hyperspectral imagery.
Pattern Recognit.
Qian Du, Hsuan Ren
2003 — conf
Unsupervised hyperspectral image classification using blind source separation.
ICASSP (3)
Qian Du, Sumit Chakrarvarty
2002 C conf
A study between orthogonal subspace projection and generalized likelihood ratio test in hyperspectral image analysis.
IGARSS
Qian Du, Hsuan Ren, Chein-I Chang
2002 C conf
Constrained weighted least squares approaches for target detection and classification in hyperspectral imagery.
IGARSS
Hsuan Ren, Qian Du, James O. Jensen
2002 C conf
Real-time VLSI architecture for hyperspectral image classification using the constrained linear discriminant algorithm.
IGARSS
Qian Du, Reza Nekovei
2001 J jnl
A linear constrained distance-based discriminant analysis for hyperspectral image classification.
Pattern Recognit.
Qian Du, Chein-I Chang
1999 J jnl
A joint band prioritization and band-decorrelation approach to band selection for hyperspectral image classification.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang, Qian Du, Tzu-Lung Sun, Mark L. G. Althouse
1999 B conf
An interference rejection-based radial basis function neural network for hyperspectral image classification.
IJCNN
Qian Du, Chein-I Chang
1999 J jnl
Interference and noise-adjusted principal components analysis.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang, Qian Du