Jun Li

321 papers B 1C 54Journal 240Unranked 26
YearRankTypeTitle / Venue / Authors
2025 J jnl
A New Multiscale Superpixel Mamba for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yilin Duan, Long Yu, Jia Chen, Zhaozhao Zeng, Jun Li, Antonio Plaza
2025 J jnl
A Unified Remote Sensing Object Detector Based on Fourier Contour Parametric Learning.
IEEE Trans. Geosci. Remote. Sens.
Tong Zhang, Yin Zhuang, Guanqun Wang, He Chen, Lianlin Li, Jun Li
2025 J jnl
AF
IEEE Trans. Geosci. Remote. Sens.
Zhuoyu Chen, Bing Tu, Bo Liu, Jun Li, Antonio Plaza
2025 J jnl
Adaptive Feature Self-Attention in Spiking Neural Networks for Hyperspectral Classification.
IEEE Trans. Geosci. Remote. Sens.
Heng Li, Bing Tu, Bo Liu, Jun Li, Antonio Plaza
2025 J jnl
Adaptive Multitask Autoencoder-Based Hyperspectral Unmixing Exploiting Auxiliary Data via Graph Associations.
IEEE Trans. Geosci. Remote. Sens.
Jia Chen, Jun Li, Paolo Gamba
2025 J jnl
Anomaly Detection in Hyperspectral Images Using Adaptive Graph Frequency Location.
IEEE Trans. Neural Networks Learn. Syst.
Bing Tu, Xianchang Yang, Baoliang He, Yunyun Chen, Jun Li, Antonio Plaza
2025 J jnl
Arbitrary-Resolution Hyperspectral Pansharpening Neural Operators.
IEEE Trans. Geosci. Remote. Sens.
Lin He, Zhou Fang, Jun Li, Hanghui Ye, Antonio Plaza
2025 J jnl
CAEM-DETR: Small Aerial Target Detection via Contrastive Attention-Enhanced Multidomain Fidelity Fusion.
IEEE Trans. Geosci. Remote. Sens.
Zhangheng Han, Yang Xu, Jun Li, Javier Plaza, Antonio Plaza, Zhihui Wei, Zebin Wu
2025 J jnl
CUG-STCN: A seabed topography classification framework based on knowledge graph-guided vision mamba network.
Int. J. Appl. Earth Obs. Geoinformation
Haoyi Wang, Weitao Chen, Xianju Li, Qianyong Liang, Xuwen Qin, Jun Li
2025 J jnl
Classification of Multisource Remote Sensing Data Using Slice Mamba.
IEEE Trans. Geosci. Remote. Sens.
Yan He, Bing Tu, Puzhao Jiang, Bo Liu, Jun Li, Antonio Plaza
2025 J jnl
Continental-Scale Open-Pit Mine Detection From Remote Sensing Imagery: A Lightweight Attention-Enhanced Approach With High-Resolution Benchmark Dataset.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zhenyu Wang, Weitao Chen, Xinrui Yu, Wanfeng Jian, Jun Li
2025 J jnl
Controllable Generative Knowledge-Driven Few-Shot Object Detection From Optical Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens.
Tong Zhang, Yin Zhuang, Guanqun Wang, He Chen, Hao Wang, Lianlin Li, Jun Li
2025 J jnl
Corrections to "Adaptive Multitask Autoencoder-Based Hyperspectral Unmixing Exploiting Auxiliary Data via Graph Associations".
IEEE Trans. Geosci. Remote. Sens.
Jia Chen, Jun Li, Paolo Gamba
2025 J jnl
Corrigendum to "Semi-automatic paddy rice intensity mapping for southern China with multiple cropping systems". [Int. J. Appl. Earth Obs. Geoinform. 144C (2025) 104862].
Int. J. Appl. Earth Obs. Geoinformation
Liangli Meng, Long Yu, Yunfei Li, Ruoque Shen, Wenping Yuan, Yong Xie, Jun Li, Li Zhuo, Antonio Plaza
2025 J jnl
DBMLLA: Double-Branch Mamba-Like Linear Attention Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Lianhui Liang, Peiyi Xie, Ying Zhang, Jiaxin Li, Zhe Zhang, Jun Li, Antonio Plaza
2025 J jnl
DISR: A New Dual-Domain Implicit Super-Resolution Method for Remotely Sensed Imagery.
IEEE Trans. Geosci. Remote. Sens.
Yongxin Liu, Jia Chen, Zhaozhao Zeng, Jun Li
2025 J jnl
EarthGPT-X: A Spatial MLLM for Multilevel Multisource Remote Sensing Imagery Understanding With Visual Prompting.
IEEE Trans. Geosci. Remote. Sens.
Wei Zhang, Miaoxin Cai, Yaqian Ning, Tong Zhang, Yin Zhuang, Shijian Lu, He Chen, Jun Li, Xuerui Mao
2025 J jnl
EarthGPT-X: Enabling MLLMs to Flexibly and Comprehensively Understand Multi-Source Remote Sensing Imagery.
CoRR
Wei Zhang, Miaoxin Cai, Yaqian Ning, Tong Zhang, Yin Zhuang, He Chen, Jun Li, Xuerui Mao
2025 J jnl
EarthMarker: A Visual Prompting Multimodal Large Language Model for Remote Sensing.
IEEE Trans. Geosci. Remote. Sens.
Wei Zhang, Miaoxin Cai, Tong Zhang, Yin Zhuang, Jun Li, Xuerui Mao
2025 J jnl
Enhancing Uncertainty Assessment of LAI Remote Sensing Products Through Multiple Collocation Methods and Error Separation Techniques.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Pan Zhou, Liying Geng, Jun Li
2025 J jnl
FG-GAN: Frequency-Guided Generative Adversarial Networks for Unsupervised Pansharpening.
IEEE Trans. Geosci. Remote. Sens.
Xiaobo Liu, Dongsen Zhang, Jun Li, Yaoming Cai, Xinwei Jiang, Yongshan Zhang, Ying Xin
2025 J jnl
Graph Signal Sampling-Based Active Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Long Yu, Jun Li, Lin He, Antonio Plaza, Li Zhuo
2025 J jnl
HSI-MFormer: Integrating Mamba and Transformer Experts for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yan He, Bing Tu, Bo Liu, Jun Li, Antonio Plaza
2025 J jnl
High-Resolution Aerosol Retrieval Algorithm via Convolutional Kolmogorov-Arnold Network.
IEEE Trans. Geosci. Remote. Sens.
Bing Tu, Chengxin Hu, Bo Liu, Jun Li, Antonio Plaza
2025 J jnl
Hybrid Tunnel Entrance Detection via Multiple Morphological Component-Based Texture Enhancement.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Heng Huang, Jia Chen, Tao Chen, Jun Li, Antonio Plaza
2025 J jnl
Hyperspectral Image Classification via Neighborhood Adaptive Graph Isomorphism Network.
IEEE Trans. Geosci. Remote. Sens.
Jian Zhang, Bing Tu, Bo Liu, Jun Li, Antonio Plaza
2025 J jnl
LAI Inversion for Winter Wheat From UAV Hyperspectral Data Considering Crop Growth Heterogeneity.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jiahui Feng, Zhaozhao Zeng, Yuyun Liang, Jun Li
2025 J jnl
LKMA: Learnable Kernel and Mamba With Spatial-Spectral Attention Fusion for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Lianhui Liang, Jing Zhang, Puhong Duan, Xudong Kang, Thomas Xinzhang Wu, Jun Li, Antonio Plaza
2025 J jnl
LLaMA-Unidetector: An LLaMA-Based Universal Framework for Open-Vocabulary Object Detection in Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens.
Jianlin Xie, Guanqun Wang, Tong Zhang, Yikang Sun, He Chen, Yin Zhuang, Jun Li
2025 J jnl
Lithologic Unit Classification Attention-Based and Multiscale Geology Knowledge-Guided Framework in Vegetated Areas.
IEEE Trans. Geosci. Remote. Sens.
Zhenkun Hui, Rui Wang, Weitao Chen, Gaodian Zhou, Jun Li
2025 J jnl
MSSCFormer: Multigranularity Spatial-Spectral Convolution Transformer Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Gang Chen, Lina Yang, Thomas Wu, Lianhui Liang, Xichun Li, Jun Li
2025 J jnl
MVCUN: A New CNN-Based Autoencoder With Minimum Volume Constraint for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Linqing Wang, Fan Li, Jia Chen, Jun Li
2025 J jnl
Multi-Scale Autoencoder Suppression Strategy for Hyperspectral Image Anomaly Detection.
IEEE Trans. Image Process.
Bing Tu, Tao Zhou, Bo Liu, Yan He, Jun Li, Antonio Plaza
2025 J jnl
Multimodal Data Fusion Classification via Adaptive Frequency Domain Sparse Enhancement.
IEEE Trans. Geosci. Remote. Sens.
Xiao Wei, Bing Tu, Bo Liu, Jun Li, Antonio Plaza
2025 J jnl
Multiscale Occlusion-Robust Scene Classification in Remote Sensing Images via Supervised Contrastive Learning.
IEEE Geosci. Remote. Sens. Lett.
Zhao Yang, Jia Chen, Jun Li, Xiangan Zheng
2025 J jnl
NSR-Net: Representation Model-Inspired Interpretable Deep Unfolding Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Xiangyu Nie, Zhaohui Xue, Hongjun Su, Jun Li
2025 J jnl
PFS3F: Probabilistic Fusion of Superpixel-Wise and Semantic-Aware Structural Features for Hyperspectral Image Classification.
IEEE Trans. Circuits Syst. Video Technol.
Ying Zhang, Puhong Duan, Lianhui Liang, Xudong Kang, Jun Li, Antonio Plaza
2025 J jnl
SAM-Based Building Change Detection With Distribution-Aware Fourier Adaptation and Edge-Constrained Warping.
IEEE Trans. Geosci. Remote. Sens.
Yun-Cheng Li, Sen Lei, Yitao Zhao, Heng-Chao Li, Jun Li, Antonio Plaza
2025 J jnl
SAM-Based Building Change Detection with Distribution-Aware Fourier Adaptation and Edge-Constrained Warping.
CoRR
Yun-Cheng Li, Sen Lei, Yi-Tao Zhao, Heng-Chao Li, Jun Li, Antonio Plaza
2025 J jnl
SAR and Social-Media-Based Change Detection With Dual-Threshold Fusion for Flood Inundation Mapping.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Heng Huang, Yan Yu, Tao Chen, Naoto Yokoya, Jun Li, Antonio Plaza
2025 J jnl
Self-Supervised Graph Masked Autoencoders for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Zhenghao Hu, Bing Tu, Bo Liu, Yan He, Jun Li, Antonio Plaza
2025 J jnl
Self-Supervised Masked Graph Autoencoder for Hyperspectral Anomaly Detection.
IEEE Trans. Image Process.
Bing Tu, Baoliang He, Yan He, Tao Zhou, Bo Liu, Jun Li, Antonio Plaza
2025 J jnl
Semi-automatic paddy rice intensity mapping for southern China with multiple cropping systems.
Int. J. Appl. Earth Obs. Geoinformation
Liangli Meng, Long Yu, Yunfei Li, Ruoque Shen, Wenping Yuan, Yong Xie, Jun Li, Li Zhuo, Antonio Plaza
2025 J jnl
Shape Activated CAM Learning for Weakly Supervised Remote Sensing Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens.
He Chen, Mingyue Dong, Linwei Yue, Xianwei Zheng, Jun Li, Jianya Gong
2025 J jnl
Spatial-Frequency Domain Transformation for Infrared Small Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Yuhao Liu, Bing Tu, Bo Liu, Yan He, Jun Li, Antonio Plaza
2025 J jnl
Superpixel-Integrated Dual-Stage Mamba for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Qinghua Song, Bing Tu, Yan He, Bo Liu, Jun Li, Antonio Plaza
2025 J jnl
Transformer-Ensemble-Based Implicit Spectral-Spatial Functions for Arbitrary-Resolution Hyperspectral Pansharpening.
IEEE Trans. Geosci. Remote. Sens.
Lin He, Hanghui Ye, Jun Li, Antonio Plaza
2025 J jnl
Uncertainty-Aware Dynamic Fusion Network with Criss-Cross Attention for multimodal remote sensing land cover classification.
Inf. Fusion
Hui Wang, Youxiang Huang, Hao Huang, Yu Wang, Jun Li, Guan Gui
2025 J jnl
Unleashing Correlation and Continuity for Hyperspectral Reconstruction from RGB Images.
CoRR
Fuxiang Feng, Runmin Cong, Shoushui Wei, Yipeng Zhang, Jun Li, Sam Kwong, Wei Zhang
2024 J jnl
3DSS-Mamba: 3D-Spectral-Spatial Mamba for Hyperspectral Image Classification.
CoRR
Yan He, Bing Tu, Bo Liu, Jun Li, Antonio Plaza
2024 J jnl
3DSS-Mamba: 3D-Spectral-Spatial Mamba for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yan He, Bing Tu, Bo Liu, Jun Li, Antonio Plaza
2024 J jnl
A Novel Multiplatform Spatiotempoal Data Fusion Approach for Remote Sensing Imagery Based on Parameter Selection.
IEEE Trans. Geosci. Remote. Sens.
Yunfei Li, Jiali Li, Liangli Meng, Zhenjie Liu, Qian Shi, Jun Li
2024 J jnl
Accelerate spatiotemporal fusion for large-scale applications.
Int. J. Appl. Earth Obs. Geoinformation
Yunfei Li, Liangli Meng, Huaizhang Sun, Qian Shi, Jun Li, Yaotong Cai
2024 C conf
Adaptive Environment Geographic Optimal Transport Based on Remote Sensing Feature Analysis.
IGARSS
Qiwang Yuan, Zhenjie Liu, Jun Li
2024 J jnl
Dual Graph Learning Affinity Propagation for Multimodal Remote Sensing Image Clustering.
IEEE Trans. Geosci. Remote. Sens.
Yongshan Zhang, Shuaikang Yan, Xinwei Jiang, Lefei Zhang, Zhihua Cai, Jun Li
2024 J jnl
EarthMarker: Visual Prompt Learning for Region-level and Point-level Remote Sensing Imagery Comprehension.
CoRR
Wei Zhang, Miaoxin Cai, Tong Zhang, Jun Li, Yin Zhuang, Xuerui Mao
2024 J jnl
Enhancing the Spatial Resolution of Hyperspectral Images Combining High-Accuracy Surface Modeling and Subpixel Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Jia Chen, Jun Li, Paolo Gamba
2024 J jnl
Exploring Hybrid Contrastive Learning and Scene-to-Label Information for Multilabel Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Tiecheng Song, Shufen Bai, Feng Yang, Chenqiang Gao, Haonan Chen, Jun Li
2024 C conf
Fusing SAR Images and Social Media Data Through Domain Adaptation and Land Cover Information: A Case of 2017 Houston Flood Event.
IGARSS
Zhenjie Liu, Yong Deng, Jun Li, Javier Plaza, Antonio Plaza
2024 J jnl
Graph Evolution-Based Vertex Extraction for Hyperspectral Anomaly Detection.
IEEE Trans. Neural Networks Learn. Syst.
Xianchang Yang, Bing Tu, Qianming Li, Jun Li, Antonio Plaza
2024 J jnl
High-resolution mapping of GDP using multi-scale feature fusion by integrating remote sensing and POI data.
Int. J. Appl. Earth Obs. Geoinformation
Nan Wu, Jining Yan, Dong Liang, Zhongchang Sun, Rajiv Ranjan, Jun Li
2024 J jnl
Hybrid Multiscale Spatial-Spectral Transformer for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yan He, Bing Tu, Bo Liu, Yunyun Chen, Jun Li, Antonio Plaza
2024 J jnl
Hyperspectral Anomaly Detection Using Reconstruction Fusion of Quaternion Frequency Domain Analysis.
IEEE Trans. Neural Networks Learn. Syst.
Bing Tu, Xianchang Yang, Wei He, Jun Li, Antonio Plaza
2024 J jnl
IGroupSS-Mamba: Interval Group Spatial-Spectral Mamba for Hyperspectral Image Classification.
CoRR
Yan He, Bing Tu, Puzhao Jiang, Bo Liu, Jun Li, Antonio Plaza
2024 J jnl
IGroupSS-Mamba: Interval Group Spatial-Spectral Mamba for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yan He, Bing Tu, Puzhao Jiang, Bo Liu, Jun Li, Antonio Plaza
2024 J jnl
Integration of Remote Sensing and Crowdsourced Data for Fine-Grained Urban Flood Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zhenjie Liu, Jun Li, Lizhe Wang, Antonio Plaza
2024 J jnl
Joint Classification of Hyperspectral and LiDAR Data Using Height Information Guided Hierarchical Fusion-and-Separation Network.
IEEE Trans. Geosci. Remote. Sens.
Tiecheng Song, Zheng Zeng, Chenqiang Gao, Haonan Chen, Jun Li
2024 J jnl
Large-scale and high-resolution paddy rice intensity mapping using downscaling and phenology-based algorithms on Google Earth Engine.
Int. J. Appl. Earth Obs. Geoinformation
Liangli Meng, Yunfei Li, Ruoque Shen, Yi Zheng, Baihong Pan, Wenping Yuan, Jun Li, Li Zhuo
2024 B conf
MSSPG-AL: Few-Shot Hyperspectral Image Classification with Active Learning Updated Multi-Scale Superpixel Graph Fusion.
ICIP
Long Yu, Jun Li, Li Zhuo
2024 J jnl
NCGLF2: Network combining global and local features for fusion of multisource remote sensing data.
Inf. Fusion
Bing Tu, Qi Ren, Jun Li, Zhaolou Cao, Yunyun Chen, Antonio Plaza
2024 J jnl
Optimal Transport Under Land Cover Information Constraints: Fusing Heterogeneous SAR Imagery and Social Media Data.
IEEE Trans. Geosci. Remote. Sens.
Zhenjie Liu, Jun Li, Lizhe Wang, Antonio Plaza
2024 C conf
PPSPG: Label and Discriminant Feature Information Induced Superpixel Graph for Hyperspectral Image Classification.
IGARSS
Long Yu, Jun Li, Li Zhuo, Fan Li, Shaoquan Zhang
2024 J jnl
Structural and Textural-Aware Feature Extraction for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Ying Zhang, Lianhui Liang, Jun Li, Antonio Plaza, Xudong Kang, Jianxu Mao, Yaonan Wang
2024 J jnl
Tree-Structured Neural Network for Hyperspectral Pansharpening.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lin He, Hanghui Ye, Dahan Xi, Jun Li, Antonio Plaza, Mei Zhang
2024 J jnl
Two Spectral-Spatial Implicit Neural Representations for Arbitrary-Resolution Hyperspectral Pansharpening.
IEEE Trans. Geosci. Remote. Sens.
Lin He, Zhou Fang, Jun Li, Jocelyn Chanussot, Antonio Plaza
2024 J jnl
Unified Cloud-Based Framework for Hyperspectral and Multispectral Image Fusion Incorporating Nonlocal Principles and Tensor Decomposition.
IEEE Trans. Geosci. Remote. Sens.
Peng Zheng, Zebin Wu, Yang Xu, Jin Sun, Fei Ye, Chuan Qin, Zhihui Wei, Javier Plaza, Jun Li, Antonio Plaza
2024 C conf
Urban Hyperspectral Image Super-Resolution Combining Subpixel Mapping And Interpolation.
IGARSS
Jia Chen, Paolo Gamba, Jun Li, Zhao Yang, Xiangan Zheng
2024 J jnl
dSPG: A New Discriminant Superpixel Graph Regularizer and Convolutional Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Long Yu, Jun Li, Lin He, Antonio Plaza, Lizhe Wang, Zhonghui Tang, Li Zhuo, Yuchen Yuan
2023 — conf
A Multi-Tasks Autoencoder Hyperspectral Unmixing Model With Information Gain Based On Graph Network.
WHISPERS
J. Chen, Jun Li, Paolo Gamba
2023 J jnl
A Survey on UAV Applications in Smart City Management: Challenges, Advances, and Opportunities.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Haoran Xu, Lizhe Wang, Wei Han, Yixin Yang, Jiabao Li, Yue Lu, Jun Li
2023 C conf
An Interpretation Study on the ML Models for Landslide Susceptibility Mapping.
IGARSS
Liang Lv, Tao Chen, Jun Li
2023 J jnl
Class-wise Graph Embedding-Based Active Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Xiaolong Liao, Bing Tu, Jun Li, Antonio Plaza
2023 C conf
Compact Convolutional Transformer for Landslide Susceptibility Mapping.
IGARSS
Zeyang Zhao, Tao Chen, Jun Li
2023 J jnl
Deep Feature Enhancement Method for Land Cover With Irregular and Sparse Spatial Distribution Features: A Case Study on Open-Pit Mining.
IEEE Trans. Geosci. Remote. Sens.
Gaodian Zhou, Jiahui Xu, Weitao Chen, Xianju Li, Jun Li, Lizhe Wang
2023 J jnl
Dynamic Hyperspectral Pansharpening CNNs.
IEEE Trans. Geosci. Remote. Sens.
Lin He, Dahan Xi, Jun Li, Honghao Lai, Antonio Plaza, Jocelyn Chanussot
2023 J jnl
Edge and Skeleton Guidance Network for Salient Object Detection in Optical Remote Sensing Images.
IEEE Trans. Circuits Syst. Video Technol.
Aojun Gong, Junfei Nie, Chen Niu, Yuan Yu, Jun Li, Lianbo Guo
2023 J jnl
Estimating Winter Wheat LAI Using Hyperspectral UAV Data and an Iterative Hybrid Method.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jiao Ling, Zhaozhao Zeng, Qian Shi, Jun Li, Bing Zhang
2023 J jnl
Fast Hyperspectral Image Classification Combining Transformers and SimAM-Based CNNs.
IEEE Trans. Geosci. Remote. Sens.
Lianhui Liang, Ying Zhang, Shaoquan Zhang, Jun Li, Antonio Plaza, Xudong Kang
2023 J jnl
Gabor-Modulated Grouped Separable Convolutional Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Zhuoyi Zhao, Xiang Xu, Jun Li, Shutao Li, Antonio Plaza
2023 J jnl
Hyperspectral Image Super-Resolution via Knowledge-Driven Deep Unrolling and Transformer Embedded Convolutional Recurrent Neural Network.
IEEE Trans. Image Process.
Kaidong Wang, Xiuwu Liao, Jun Li, Deyu Meng, Yao Wang
2023 C conf
Inversion and prediction of time-varying surface subsidence in coal mines by combining SBAS-InSAR and time-series prediction algorithms.
IGARSS
Xiaowei Guo, Tao Chen, Jun Li
2023 J jnl
Lithological Unit Classification Based on Geological Knowledge-Guided Deep Learning Framework for Optical Stereo Mapping Satellite Imagery.
IEEE Trans. Geosci. Remote. Sens.
Gaodian Zhou, Weitao Chen, Xuwen Qin, Jun Li, Lizhe Wang
2023 J jnl
Lithological mapping of geological remote sensing via adversarial semi-supervised segmentation network.
Int. J. Appl. Earth Obs. Geoinformation
Sheng Wang, Xiaohui Huang, Wei Han, Jun Li, Xiaohan Zhang, Lizhe Wang
2023 J jnl
MAHUM: A Multitasks Autoencoder Hyperspectral Unmixing Model.
IEEE Trans. Geosci. Remote. Sens.
Jia Chen, Paolo Gamba, Jun Li
2023 J jnl
Multi-Scale Spectral-Spatial Attention Network for Hyperspectral Image Classification Combining 2D Octave and 3D Convolutional Neural Networks.
Remote. Sens.
Lianhui Liang, Shaoquan Zhang, Jun Li, Antonio Plaza, Zhi Cui
2023 J jnl
Multispectral Image Pan-Sharpening Guided by Component Substitution Model.
IEEE Trans. Geosci. Remote. Sens.
Huiling Gao, Shutao Li, Jun Li, Renwei Dian
2023 J jnl
Removing Influence of MODIS Strip Noise in Spatiotemporal Fusion of Remote Sensing Imagery.
IEEE Geosci. Remote. Sens. Lett.
Jiali Li, Yunfei Li, Jun Li
2023 C conf
SRNet: Siamese Residual Network for Remote Sensing Change Detection.
IGARSS
Yue Yang, Tao Chen, Jun Li
2023 J jnl
Semantic Segmentation of Land Cover in Urban Areas by Fusing Multisource Satellite Image Time Series.
IEEE Trans. Geosci. Remote. Sens.
Jining Yan, Jingwei Liu, Dong Liang, Yi Wang, Jun Li, Lizhe Wang
2023 J jnl
Unlocking the Potential of Explainable Artificial Intelligence in Remote Sensing Big Data.
Remote. Sens.
Peng Liu, Lizhe Wang, Jun Li
2023 J jnl
VSP-Based Warping for Stitching Many UAV Images.
IEEE Trans. Geosci. Remote. Sens.
Lin He, Xinyi Li, Xinguo He, Jun Li, Shuang Song, 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 Fine-Grained Genetic Landform Classification Network Based on Multimodal Feature Extraction and Regional Geological Context.
IEEE Trans. Geosci. Remote. Sens.
Shubing Ouyang, Jiahui Xu, Weitao Chen, Yusen Dong, Xianju Li, Jun Li
2022 C conf
A Noise Proof Strategy for Spatio-Temporal Fusion of Remote Sensing Imagery.
IGARSS
Yunfei Li, Jun Li, Antonio Plaza
2022 J jnl
A context-scale-aware detector and a new benchmark for remote sensing small weak object detection in unmanned aerial vehicle images.
Int. J. Appl. Earth Obs. Geoinformation
Wei Han, Jun Li, Sheng Wang, Yi Wang, Jining Yan, Runyu Fan, Xiaohan Zhang, Lizhe Wang
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
Accelerating Convolutional Neural Network-Based Hyperspectral Image Classification by Step Activation Quantization.
IEEE Trans. Geosci. Remote. Sens.
Shaohui Mei, Xiaofeng Chen, Yifan Zhang, Jun Li, Antonio Plaza
2022 J jnl
Alzheimer's disease diagnosis based on long-range dependency mechanism using convolutional neural network.
Multim. Tools Appl.
Zhao Pei, Yuanshuai Gou, Miao Ma, Min Guo, Chengcai Leng, Yuli Chen, Jun Li
2022 J jnl
CNN-Based Hyperspectral Pansharpening With Arbitrary Resolution.
IEEE Trans. Geosci. Remote. Sens.
Lin He, Jiawei Zhu, Jun Li, Antonio Plaza, Jocelyn Chanussot, Zhuliang Yu
2022 J jnl
Enhanced Spatiotemporal Fusion via MODIS-Like Images.
IEEE Trans. Geosci. Remote. Sens.
Jun Li, Yunfei Li, Runlin Cai, Lin He, Jin Chen, Antonio Plaza
2022 J jnl
Ensemble Entropy Metric for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Bing Tu, Xianchang Yang, Xianfeng Ou, Guoyun Zhang, Jun Li, Antonio Plaza
2022 J jnl
Fine-Scale Urban Informal Settlements Mapping by Fusing Remote Sensing Images and Building Data via a Transformer-Based Multimodal Fusion Network.
IEEE Trans. Geosci. Remote. Sens.
Runyu Fan, Fengpeng Li, Wei Han, Jining Yan, Jun Li, Lizhe Wang
2022 J jnl
Fusing Sentinel-2 and Landsat-8 Surface Reflectance Data via Pixel-Wise Local Normalization.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yunfei Li, Qian Shi, Lin He, Runlin Cai, Liangli Meng, Jun Li, Antonio Plaza
2022 J jnl
Geological Remote Sensing Interpretation Using Deep Learning Feature and an Adaptive Multisource Data Fusion Network.
IEEE Trans. Geosci. Remote. Sens.
Wei Han, Jun Li, Sheng Wang, Xinyu Zhang, Yusen Dong, Runyu Fan, Xiaohan Zhang, Lizhe Wang
2022 J jnl
Hyperspectral Anomaly Detection Using Quantum Potential Clustering.
IEEE Trans. Instrum. Meas.
Bing Tu, Zhi Wang, Xianchang Yang, Jun Li, Antonio Plaza
2022 J jnl
Hyperspectral Anomaly Detection Using the Spectral-Spatial Graph.
IEEE Trans. Geosci. Remote. Sens.
Bing Tu, Zhi Wang, Huiting Ouyang, Xianchang Yang, Jun Li, Antonio Plaza
2022 C conf
Hyperspectral Image Classification Via Double-Branch Multi-Scale Spectral-Spatial Convolution Network.
IGARSS
Lianhui Liang, Shaoquan Zhang, Jun Li, Zhi Cui
2022 J jnl
MLFF-GAN: A Multilevel Feature Fusion With GAN for Spatiotemporal Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Bingze Song, Peng Liu, Jun Li, Lizhe Wang, Luo Zhang, Guojin He, Lajiao Chen, Jianbo Liu
2022 J jnl
MSLAN: A Two-Branch Multidirectional Spectral-Spatial LSTM Attention Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Tiecheng Song, Yuanlin Wang, Chenqiang Gao, Haonan Chen, Jun Li
2022 J jnl
Moving Ship Optimal Association for Maritime Surveillance: Fusing AIS and Sentinel-2 Data.
IEEE Trans. Geosci. Remote. Sens.
Zhenjie Liu, Jianming Xu, Jun Li, Antonio Plaza, Shaoquan Zhang, Lizhe Wang
2022 J jnl
Multiframe Video Satellite Image Super-Resolution via Attention-Based Residual Learning.
IEEE Trans. Geosci. Remote. Sens.
Zhi He, Jun Li, Lin Liu, Dan He, Man Xiao
2022 J jnl
Multilevel Spatial-Channel Feature Fusion Network for Urban Village Classification by Fusing Satellite and Streetview Images.
IEEE Trans. Geosci. Remote. Sens.
Runyu Fan, Jun Li, Fengpeng Li, Wei Han, Lizhe Wang
2022 J jnl
Multiscale DenseNet Meets With Bi-RNN for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lianhui Liang, Shaoquan Zhang, Jun Li
2022 J jnl
Optical Remote Sensing Image Understanding with Weak Supervision: Concepts, Methods, and Perspectives.
CoRR
Jun Yue, Leyuan Fang, Pedram Ghamisi, Weiying Xie, Jun Li, Jocelyn Chanussot, Antonio J. Plaza
2022 J jnl
Pansharpening-Based Spatio-Temporal Fusion for Predicting Intense Surface Changes.
IEEE Trans. Geosci. Remote. Sens.
Yunfei Li, Runlin Cai, Jun Li, Zhenjie Liu, Liangli Meng, Lin He
2022 J jnl
Phase-Induced Gabor-Based Multiview Active Learning for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Runlin Cai, Chenying Liu, Jun Li
2022 J jnl
RRNet: Relational Reasoning Network With Parallel Multiscale Attention for Salient Object Detection in Optical Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Runmin Cong, Yumo Zhang, Leyuan Fang, Jun Li, Yao Zhao, Sam Kwong
2022 J jnl
Spatial Downscaling of IMERG Considering Vegetation Index Based on Adaptive Lag Phase.
IEEE Trans. Geosci. Remote. Sens.
Zhaozhao Zeng, Haonan Chen, Qian Shi, Jun Li
2022 J jnl
Spectral-Spatial Hyperspectral Unmixing Using Nonnegative Matrix Factorization.
IEEE Trans. Geosci. Remote. Sens.
Shaoquan Zhang, Guorong Zhang, Fan Li, Chengzhi Deng, Shengqian Wang, Antonio Plaza, Jun Li
2022 J jnl
Urban informal settlements classification via a transformer-based spatial-temporal fusion network using multimodal remote sensing and time-series human activity data.
Int. J. Appl. Earth Obs. Geoinformation
Runyu Fan, Jun Li, Weijing Song, Wei Han, Jining Yan, Lizhe Wang
2022 J jnl
Variable Subpixel Convolution Based Arbitrary-Resolution Hyperspectral Pansharpening.
IEEE Trans. Geosci. Remote. Sens.
Lin He, Jinhua Xie, Jun Li, Antonio Plaza, Jocelyn Chanussot, Jiawei Zhu
2022 J jnl
Vicarious Radiometric Calibration of the AHSI Instrument Onboard ZY1E on Dunhuang Radiometric Calibration Site.
IEEE Trans. Geosci. Remote. Sens.
Lin Yan, Jun Li, Chenchao Xiao
2021 C conf
A Extremely Fast Spatio-Temporal Fusion Method for Remotely Sensed Images.
IGARSS
Yunfei Li, Jun Li, Shaoquan Zhang
2021 J jnl
A Multispectral and Multiangle 3-D Convolutional Neural Network for the Classification of ZY-3 Satellite Images Over Urban Areas.
IEEE Trans. Geosci. Remote. Sens.
Xin Huang, Shuang Li, Jiayi Li, Xiuping Jia, Jun Li, Xiao Xiang Zhu, Jón Atli Benediktsson
2021 C conf
An Overview of the Contributions of Jose Manuel Bioucas-Dias to Remote Sensing Image Processing.
IGARSS
Antonio Plaza, Jun Li, Mário A. T. Figueiredo
2021 J jnl
Attention-Gate-Based Encoder-Decoder Network for Automatical Building Extraction.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wenjing Deng, Qian Shi, Jun Li
2021 J jnl
Bregman linearized reweighted alternating minimization for robust sparse recovery.
Signal Process.
Jun Li, Wei Zhou
2021 J jnl
Deep Autoencoders With Multitask Learning for Bilinear Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Yuanchao Su, Xiang Xu, Jun Li, Hairong Qi, Paolo Gamba, Antonio Plaza
2021 J jnl
Distributed Fusion of Heterogeneous Remote Sensing and Social Media Data: A Review and New Developments.
Proc. IEEE
Jun Li, Zhenjie Liu, Xinya Lei, Lizhe Wang
2021 J jnl
Estimation of Ultrahigh Resolution PM2.5 Mass Concentrations Based on Mie Scattering Theory by Using Landsat8 OLI Images over Pearl River Delta.
Remote. Sens.
Yuming Tang, Ruru Deng, Jun Li, Yeheng Liang, Longhai Xiong, Yongming Liu, Ruihao Zhang, Zhenqun Hua
2021 J jnl
Geographic Optimal Transport for Heterogeneous Data: Fusing Remote Sensing and Social Media.
IEEE Trans. Geosci. Remote. Sens.
Zhenjie Liu, Qiang Qiu, Jun Li, Lizhe Wang, Antonio Plaza
2021 C conf
Integrated Gabor-Based Decision Fusion for Hyperspectral Image Classification.
IGARSS
Runlin Cai, Chenying Liu, Jun Li
2021 J jnl
Naive Gabor Networks for Hyperspectral Image Classification.
IEEE Trans. Neural Networks Learn. Syst.
Chenying Liu, Jun Li, Lin He, Antonio Plaza, Shutao Li, Bo Li
2021 J jnl
RRNet: Relational Reasoning Network with Parallel Multi-scale Attention for Salient Object Detection in Optical Remote Sensing Images.
CoRR
Runmin Cong, Yumo Zhang, Leyuan Fang, Jun Li, Chunjie Zhang, Yao Zhao, Sam Kwong
2021 J jnl
Radiometric Calibration Evaluation for FY3D MERSI-II Thermal Infrared Channels at Lake Qinghai.
Remote. Sens.
Lin Yan, Yonghong Hu, Yong Zhang, Xiao-Ming Li, Changyong Dou, Jun Li, Yidan Si, Lijun Zhang
2021 J jnl
Scheduling-Guided Automatic Processing of Massive Hyperspectral Image Classification on Cloud Computing Architectures.
IEEE Trans. Cybern.
Zebin Wu, Jin Sun, Yi Zhang, Yaoqin Zhu, Jun Li, Antonio Plaza, Jón Atli Benediktsson, Zhihui Wei
2021 J jnl
Semisupervised Discriminative Random Field for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Bingkun Liang, Chenying Liu, Jun Li, Antonio Plaza, José M. Bioucas-Dias
2021 C conf
Subspace Optimal Transport for Spatial Bias Correction of Social Media Data: A Case Study of 2013 Boulder Flood Event.
IGARSS
Zhenjie Liu, Jun Li, Javier Plaza, Antonio Plaza
2020 J jnl
A new sensor bias-driven spatio-temporal fusion model based on convolutional neural networks.
Sci. China Inf. Sci.
Yunfei Li, Jun Li, Lin He, Jin Chen, Antonio Plaza
2020 J jnl
Curvelet Transform Domain-Based Sparse Nonnegative Matrix Factorization for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiang Xu, Jun Li, Shutao Li, Antonio Plaza
2020 J jnl
Edge Gradient-Based Active Learning for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Alim Samat, Jun Li, Cong Lin, Sicong Liu, Erzhu Li
2020 J jnl
Generalized Morphological Component Analysis for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Xiang Xu, Jun Li, Shutao Li, Antonio Plaza
2020 J jnl
Hyperspectral Image Spectral-Spatial-Range Gabor Filtering.
IEEE Trans. Geosci. Remote. Sens.
Lin He, Chenying Liu, Jun Li, Yuanqing Li, Shutao Li, Zhuliang Yu
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 C conf
Radiometric Calibration of Fengyun-3D Mersi-II Satellite: A Case Study in Lake Qinghai, China.
IGARSS
Lin Yan, Yonghong Hu, Xiaoming Li, Jun Li, Yong Zhang, Changyong Dou, Javier Plaza, Antonio Plaza
2020 C conf
Spatial Bias Correction of Social Media Data by Exploiting Remote Sensing Knowledge in Data-Deficient Regions.
IGARSS
Zhenjie Liu, Jun Li, Javier Plaza, Antonio Plaza
2020 C conf
Spatial Downscaling for Global Precipitation Measurement Using a Geographically and Temporally Weighted Regression Model.
IGARSS
Zhaozhao Zeng, Shi Qian, Javier Plaza, Antonio Plaza, Jun Li
2020 J jnl
Spatio-temporal fusion for remote sensing data: an overview and new benchmark.
Sci. China Inf. Sci.
Jun Li, Yunfei Li, Lin He, Jin Chen, Antonio Plaza
2020 J jnl
Special focus on deep learning in remote sensing image processing.
Sci. China Inf. Sci.
Feng Xu, Cheng Hu, Jun Li, Antonio Plaza, Mihai Datcu
2020 J jnl
Spectral-Fidelity Convolutional Neural Networks for Hyperspectral Pansharpening.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lin He, Jiawei Zhu, Jun Li, Deyu Meng, Jocelyn Chanussot, Antonio Plaza
2020 C conf
Spectral-Spatial Weighted Sparse Nonnegative Tensor Factorization for Hyperspectral Unmixing.
IGARSS
Shaoquan Zhang, Guorong Zhang, Chengzhi Deng, Jun Li, Shengqian Wang, Jun Wang, Antonio Plaza
2020 J jnl
Subspace-based multitask learning framework for hyperspectral imagery classification.
Multim. Tools Appl.
Haoyang Yu, Lianru Gao, Jun Li, Bing Zhang
2020 J jnl
Unfolding Spatial-Temporal Patterns of Taxi Trip based on an Improved Network Kernel Density Estimation.
ISPRS Int. J. Geo Inf.
Boxi Shen, Xiang Xu, Jun Li, Antonio Plaza, Qunying Huang
2019 C conf
A New Spatio-Temporal Fusion Method for Remotely Sensed Data Based on Convolutional Neural Networks.
IGARSS
Yunfei Li, Chenying Liu, Lin Yan, Jun Li, Antonio Plaza, Bo Li
2019 J jnl
Abundance-Indicated Subspace for Hyperspectral Classification With Limited Training Samples.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Shuyuan Xu, Jun Li, Mahdi Khodadadzadeh, Andrea Marinoni, Paolo Gamba, Bo Li
2019 C conf
Accessibility-Free Active Learning for Hyperspectral Image Classification.
IGARSS
Chenying Liu, Jun Li, Mercedes Eugenia Paoletti, Juan Mario Haut, Antonio Plaza, Qian Shi
2019 J jnl
Capsule Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Mercedes Eugenia Paoletti, Juan Mario Haut, Rubén Fernández-Beltran, Javier Plaza, Antonio Plaza, Jun Li, Filiberto Pla
2019 J jnl
DAEN: Deep Autoencoder Networks for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Yuanchao Su, Jun Li, Antonio Plaza, Andrea Marinoni, Paolo Gamba, Somdatta Chakravortty
2019 J jnl
HyperPNN: Hyperspectral Pansharpening via Spectrally Predictive Convolutional Neural Networks.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lin He, Jiawei Zhu, Jun Li, Antonio Plaza, Jocelyn Chanussot, Bo Li
2019 J jnl
Hyperspectral Image Classification Using Random Occlusion Data Augmentation.
IEEE Geosci. Remote. Sens. Lett.
Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza, Jun Li
2019 C conf
Multi-Task Learning with Low-Rank Matrix Factorization for Hyperspectral Nonlinear Unmixing.
IGARSS
Yuanchao Su, Jun Li, Hairong Qi, Paolo Gamba, Antonio Plaza, Javier Plaza
2019 J jnl
Naive Gabor Networks.
CoRR
Chenying Liu, Jun Li, Lin He, Antonio J. Plaza, Shutao Li, Bo Li
2019 J jnl
Occluded-Object 3D Reconstruction Using Camera Array Synthetic Aperture Imaging.
Sensors
Zhao Pei, Yawen Li, Miao Ma, Jun Li, Chengcai Leng, Xiaoqiang Zhang, Yanning Zhang
2019 J jnl
Pansharpening via Detail Injection Based Convolutional Neural Networks.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lin He, Yizhou Rao, Jun Li, Jocelyn Chanussot, Antonio Plaza, Jiawei Zhu, Bo Li
2019 J jnl
Remote Sensing Single-Image Superresolution Based on a Deep Compendium Model.
IEEE Geosci. Remote. Sens. Lett.
Juan Mario Haut, Mercedes Eugenia Paoletti, Rubén Fernández-Beltran, Javier Plaza, Antonio J. Plaza, Jun Li
2019 J jnl
Remotely sensed big data: evolution in model development for information extraction [point of view].
Proc. IEEE
Bing Zhang, Zhengchao Chen, Dailiang Peng, Jón Atli Benediktsson, Bo Liu, Lei Zou, Jun Li, Antonio Plaza
2019 J jnl
Scanning the Issue.
Proc. IEEE
Bing Zhang, Y. Zeng, Q. Wu, R. Zhang, Alexander B. Magoun, Zhengchao Chen, Dailiang Peng, Jón Atli Benediktsson, Bo Liu, Lei Zou, Jun Li, Antonio J. Plaza, Krishna Shenai
2019 J jnl
Subpixel Component Analysis for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Xiang Xu, Jun Li, Shutao Li, Antonio Plaza
2019 J jnl
Superpixel Tensor Model for Spatial-Spectral Classification of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Yanfeng Gu, Tianzhu Liu, Jun Li
2019 J jnl
Superpixel-Based Semisupervised Active Learning for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Chenying Liu, Jun Li, Lin He
2019 J jnl
Superpixel-Guided Layer-Wise Embedding CNN for Remote Sensing Image Classification.
Remote. Sens.
Han Liu, Jun Li, Lin He, Yu Wang
2019 C conf
Superpixel-Guided Sparse Unmixing for Remotely Sensed Hyperspectral Imagery.
IGARSS
Shaoquan Zhang, Chengzhi Deng, Jun Li, Shengqian Wang, Fan Li, Chenguang Xu, Antonio Plaza
2019 J jnl
Unsupervised Feature Extraction in Hyperspectral Images Based on Wasserstein Generative Adversarial Network.
IEEE Trans. Geosci. Remote. Sens.
Mingyang Zhang, Maoguo Gong, Yishun Mao, Jun Li, Yue Wu
2019 J jnl
Visual Attention-Driven Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Antonio Plaza, Jun Li
2018 J jnl
3D-Gabor Inspired Multiview Active Learning for Spectral-Spatial Hyperspectral Image Classification.
Remote. Sens.
Jie Hu, Zhi He, Jun Li, Lin He, Yiwen Wang
2018 J jnl
A New Spectral-Spatial Sub-Pixel Mapping Model for Remotely Sensed Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Xiong Xu, Xiaohua Tong, Antonio Plaza, Jun Li, Yanfei Zhong, Huan Xie, Liangpei Zhang
2018 C conf
A Subpixel Spatial-Spectral Feature Mining for Hyperspectral Image Classification.
IGARSS
Xiang Xu, Jun Li, Yanning Zhang, Shutao Li
2018 J jnl
A Technique for Subpixel Analysis of Dynamic Mangrove Ecosystems With Time-Series Hyperspectral Image Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Somdatta Chakravortty, Jun Li, Antonio Plaza
2018 J jnl
A Two-Phase Multiobjective Sparse Unmixing Approach for Hyperspectral Data.
IEEE Trans. Geosci. Remote. Sens.
Xiangming Jiang, Maoguo Gong, Hao Li, Mingyang Zhang, Jun Li
2018 — conf
Accurate Spectral Super-Resolution from Single RGB Image Using Multi-scale CNN.
PRCV (2)
Yiqi Yan, Lei Zhang, Jun Li, Wei Wei, Yanning Zhang
2018 J jnl
Accurate Spectral Super-resolution from Single RGB Image Using Multi-scale CNN.
CoRR
Yiqi Yan, Lei Zhang, Jun Li, Wei Wei, Yanning Zhang
2018 J jnl
Active Learning With Convolutional Neural Networks for Hyperspectral Image Classification Using a New Bayesian Approach.
IEEE Trans. Geosci. Remote. Sens.
Juan Mario Haut, Mercedes Eugenia Paoletti, Javier Plaza, Jun Li, Antonio Plaza
2018 — conf
Combining Contextual Information for Subspace Based Hyperspectral Image Classification.
WHISPERS
Shuyuan Xu, Jun Li
2018 J jnl
Convex Formulation for Multiband Image Classification With Superpixel-Based Spatial Regularization.
IEEE Trans. Geosci. Remote. Sens.
Yi Liu, Filipe Condessa, José M. Bioucas-Dias, Jun Li, Peijun Du, Antonio Plaza
2018 C conf
Deep Auto-Encoder Network for Hyperspectral Image Unmixing.
IGARSS
Yuanchao Su, Jun Li, Antonio Plaza, Andrea Marinoni, Paolo Gamba, Yuancheng Huang
2018 J jnl
Feature-Driven Active Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Chenying Liu, Lin He, Zhetao Li, Jun Li
2018 J jnl
GPU Parallel Implementation of Spatially Adaptive Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zebin Wu, Linlin Shi, Jun Li, Qicong Wang, Le Sun, Zhihui Wei, Javier Plaza, Antonio Plaza
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 J jnl
Identifying Mangrove Species Using Field Close-Range Snapshot Hyperspectral Imaging and Machine-Learning Techniques.
Remote. Sens.
Jingjing Cao, Kai Liu, Lin Liu, Yuanhui Zhu, Jun Li, Zhi He
2018 J jnl
Impervious Surface Extraction From Multispectral Images via Morphological Attribute Profiles Based on Spectral Analysis.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Changyu Zhu, Jun Li, Shaoquan Zhang, Changshan Wu, Bing Zhang, Lianru Gao, Antonio Plaza
2018 J jnl
Kernel Low-Rank Multitask Learning in Variational Mode Decomposition Domain for Multi-/Hyperspectral Classification.
IEEE Trans. Geosci. Remote. Sens.
Zhi He, Jun Li, Kai Liu, Lin Liu, Haiyan Tao
2018 J jnl
Lunar Crater Detection Based on Terrain Analysis and Mathematical Morphology Methods Using Digital Elevation Models.
IEEE Trans. Geosci. Remote. Sens.
Min Chen, Danyang Liu, Kejian Qian, Jun Li, Mengling Lei, Yi Zhou
2018 C conf
Monte Carlo Non-Local Means Method for Hyperspectral Image Denoising.
IGARSS
Chuyin Deng, Liyan Li, Zhi He, Jun Li, Yuanhui Zhu
2018 J jnl
Multispectral Bathymetry via Linear Unmixing of the Benthic Reflectance.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yongming Liu, Ruru Deng, Jun Li, Yan Qin, Longhai Xiong, Qidong Chen, Xulong Liu
2018 J jnl
Multiview Intensity-Based Active Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Xiang Xu, Jun Li, Shutao Li
2018 J jnl
Recent Advances on Spectral-Spatial Hyperspectral Image Classification: An Overview and New Guidelines.
IEEE Trans. Geosci. Remote. Sens.
Lin He, Jun Li, Chenying Liu, Shutao Li
2018 J jnl
Spatial Discontinuity-Weighted Sparse Unmixing of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Shaoquan Zhang, Jun Li, Zebin Wu, Antonio Plaza
2018 J jnl
Spectral-Spatial Weighted Sparse Regression for Hyperspectral Image Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Shaoquan Zhang, Jun Li, Heng-Chao Li, Chengzhi Deng, Antonio Plaza
2018 J jnl
Stacked Nonnegative Sparse Autoencoders for Robust Hyperspectral Unmixing.
IEEE Geosci. Remote. Sens. Lett.
Yuanchao Su, Andrea Marinoni, Jun Li, Javier Plaza, Paolo Gamba
2018 C conf
Urban Impervious Surface Extraction Based on the Integration of Remote Sensing Images and Social Media Data.
IGARSS
Yan Yu, Wei Wei, Jun Li, Yanning Zhang
2018 C conf
Wide Contextual Residual Network with Active Learning for Remote Sensing Image Classification.
IGARSS
Shengjie Liu, Haowen Luo, Ying Tu, Zhi He, Jun Li
2017 J jnl
Class-Oriented Spectral Partitioning for Remotely Sensed Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yi Liu, Jun Li, Peijun Du, Antonio Plaza, Xiuping Jia, Xinchang Zhang
2017 J jnl
Discriminative Low-Rank Gabor Filtering for Spectral-Spatial Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Lin He, Jun Li, Antonio Plaza, Yuanqing Li
2017 C conf
Gabor feature based support vector guided dictionary learning for hyperspectral image classification.
IGARSS
Sen Jia, Huimin Xie, Lin Deng, Qiang Huang, Jun Li
2017 J jnl
Hyperspectral Anomaly Detection With Attribute and Edge-Preserving Filters.
IEEE Trans. Geosci. Remote. Sens.
Xudong Kang, Xiangping Zhang, Shutao Li, Kenli Li, Jun Li, Jón Atli Benediktsson
2017 J jnl
Hyperspectral Unmixing Using Double Reweighted Sparse Regression and Total Variation.
IEEE Geosci. Remote. Sens. Lett.
Rui Wang, Heng-Chao Li, Aleksandra Pizurica, Jun Li, Antonio Plaza, William J. Emery
2017 C conf
Hyperspectral classification based on kernel low-rank multitask learning.
IGARSS
Zhi He, Jun Li, Lin Liu
2017 C conf
Hyperspectral cloud shadow removal based on linear unmixing.
IGARSS
Yi Liu, José M. Bioucas-Dias, Jun Li, Antonio Plaza
2017 C conf
Impervious surface extraction from multispectral images using morphological attribute profiles and spectral mixture analysis.
IGARSS
Changyu Zhu, Shaoquan Zhang, Javier Plaza, Jun Li, Antonio Plaza
2017 C conf
Multi-superpixelization-based convex formulation for joint classification of hyperspectral and lidar data.
IGARSS
Yi Liu, José M. Bioucas-Dias, Jun Li, Antonio Plaza
2017 C conf
Nonnegative sparse autoencoder for robust endmember extraction from remotely sensed hyperspectral images.
IGARSS
Yuanchao Su, Andrea Marinoni, Jun Li, Antonio Plaza, Paolo Gamba
2017 C conf
Remote sensing image classification based on convolutional neural networks with two-fold sparse regularization.
IGARSS
Han Liu, Lin He, Jun Li
2017 J jnl
Robust Minimum Volume Simplex Analysis for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Shaoquan Zhang, Alexander Agathos, Jun Li
2017 J jnl
Social Media: New Perspectives to Improve Remote Sensing for Emergency Response.
Proc. IEEE
Jun Li, Zhi He, Javier Plaza, Shutao Li, Jinfen Chen, Henglin Wu, Yandong Wang, Yu Liu
2017 J jnl
Sparse Graph Regularization for Hyperspectral Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Zhaohui Xue, Peijun Du, Jun Li, Hongjun Su
2017 J jnl
Spatial Technology and Social Media [Scanningthe Issue].
Proc. IEEE
Antonio Plaza, Jón Atli Benediktsson, Jun Li, Tao Yang, Bing Zhang
2017 J jnl
Spatial Technology and Social Media in Remote Sensing: A Survey.
Proc. IEEE
Jun Li, Jón Atli Benediktsson, Bing Zhang, Tao Yang, Antonio Plaza
2017 J jnl
Spatial technology and social media in remote sensing: challenges and opportunities [point of view].
Proc. IEEE
Jun Li, Jón Atli Benediktsson, Bing Zhang, Tao Yang, Antonio Plaza
2017 C conf
Spatial weighted sparse regression for hyperspectral image unmixing.
IGARSS
Shaoquan Zhang, Jun Li, Javier Plaza, Heng-Chao Li, Antonio Plaza
2017 J jnl
Superpixel-Based Active Learning and Online Feature Importance Learning for Hyperspectral Image Analysis.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jielian Guo, Xiong Zhou, Jun Li, Antonio Plaza, Saurabh Prasad
2017 J jnl
Three-dimensional empirical mode decomposition (TEMD): A fast approach motivated by separable filters.
Signal Process.
Zhi He, Jun Li, Lin Liu, Yi Shen
2016 J jnl
A Discontinuity Preserving Relaxation Scheme for Spectral-Spatial Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jun Li, Mahdi Khodadadzadeh, Antonio Plaza, Xiuping Jia, José M. Bioucas-Dias
2016 C conf
A Gaussian approach to subspace based classification of hyperspectral images.
IGARSS
Mahdi Khodadadzadeh, Lorenzo Bruzzone, Jun Li, Antonio J. Plaza
2016 J jnl
A Novel MRF-Based Multifeature Fusion for Classification of Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett.
Qikai Lu, Xin Huang, Jun Li, Liangpei Zhang
2016 C conf
Active learning based autoencoder for hyperspectral imagery classification.
IGARSS
Yibao Sun, Jun Li, Wei Wang, Antonio Plaza, Zeqiang Chen
2016 J jnl
Anomaly Detection in Hyperspectral Images Based on Low-Rank and Sparse Representation.
IEEE Trans. Geosci. Remote. Sens.
Yang Xu, Zebin Wu, Jun Li, Antonio J. Plaza, Zhihui Wei
2016 C conf
Convex formulation for hyperspectral image classification with superpixels.
IGARSS
Yi Liu, Filipe Condessa, José M. Bioucas-Dias, Jun Li, Antonio J. Plaza
2016 J jnl
Fast Three-Dimensional Empirical Mode Decomposition of Hyperspectral Images for Class-Oriented Multitask Learning.
IEEE Trans. Geosci. Remote. Sens.
Zhi He, Jun Li, Lin Liu, Kai Liu, Li Zhuo
2016 C conf
Fusion of hyperspectral and LiDAR data using morphological component analysis.
IGARSS
Xiang Xu, Jun Li, Antonio J. Plaza
2016 — conf
GPU implementation of hyperspectral image classification based on weighted Markov random fields.
WHISPERS
Zebin Wu, Qicong Wang, Antonio Plaza, Jun Li, Jie Wei, Zhihui Wei
2016 C conf
Gabor-based active learning for hyperspectral image classification.
IGARSS
Jie Hu, Chenying Liu, Lin He, Jun Li
2016 J jnl
Hyperspectral Unmixing Based on Local Collaborative Sparse Regression.
IEEE Geosci. Remote. Sens. Lett.
Shaoquan Zhang, Jun Li, Kai Liu, Chengzhi Deng, Lin Liu, Antonio J. Plaza
2016 — conf
Improved discrete swarm intelligence algorithms for endmember extraction in hyperspectral remote sensing image.
WHISPERS
Yuanchao Su, Xu Sun, Lianru Gao, Jun Li, Bing Zhang
2016 J jnl
Improved hyperspectral image classification by active learning using pre-designed mixed pixels.
Pattern Recognit.
Alim Samat, Jun Li, Sicong Liu, Peijun Du, Zelang Miao, Jieqiong Luo
2016 C conf
Multi-way projections-based reconstruction for hyperspectral image denoising.
IGARSS
Zhi He, Wei Zhou, Jun Li, Lin Liu
2016 J jnl
Multiple Morphological Component Analysis Based Decomposition for Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Xiang Xu, Jun Li, Xin Huang, Mauro Dalla Mura, Antonio Plaza
2016 J jnl
One-Class Classification of Remote Sensing Images Using Kernel Sparse Representation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Benqin Song, Peijun Li, Jun Li, Antonio Plaza
2016 J jnl
Parallel and Distributed Dimensionality Reduction of Hyperspectral Data on Cloud Computing Architectures.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zebin Wu, Yonglong Li, Antonio Plaza, Jun Li, Fu Xiao, Zhihui Wei
2016 J jnl
Probabilistic-Kernel Collaborative Representation for Spatial-Spectral Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Jianjun Liu, Zebin Wu, Jun Li, Antonio J. Plaza, Yunhao Yuan
2016 J jnl
Robust Collaborative Nonnegative Matrix Factorization for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Jun Li, José M. Bioucas-Dias, Antonio J. Plaza, Lin Liu
2016 — conf
Sparse hyperspectral unmixing with spatial discontinuity preservation.
WHISPERS
Shaoquan Zhang, Jun Li, Zebin Wu, Antonio Plaza
2016 J jnl
Spatial-Spectral Hyperspectral Image Classification Using Random Multiscale Representation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jianjun Liu, Zebin Wu, Jun Li, Liang Xiao, Antonio Plaza, Jón Atli Benediktsson
2016 J jnl
Spectral-Spatial Hyperspectral Image Classification Using Subspace-Based Support Vector Machines and Adaptive Markov Random Fields.
Remote. Sens.
Haoyang Yu, Lianru Gao, Jun Li, Shan Shan Li, Bing Zhang, Jón Atli Benediktsson
2016 C conf
Spectral-spatial classification based on subspace support vector machine and Markov random field.
IGARSS
Haoyang Yu, Lianru Gao, Jun Li, Bing Zhang
2016 J jnl
Spectrometer-Driven Spectral Partitioning for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yi Liu, Jun Li, Antonio Plaza
2016 J jnl
Tensor Block-Sparsity Based Representation for Spectral-Spatial Hyperspectral Image Classification.
Remote. Sens.
Zhi He, Jun Li, Lin Liu
2015 C conf
An enhanced density peak-based clustering approach for hyperspectral band selection.
IGARSS
Guihua Tang, Sen Jia, Jun Li
2015 C conf
Class-oriented spectral partitioning for hyperspectral image classification.
IGARSS
Yi Liu, Jun Li, Antonio Plaza, Kun Tan
2015 J jnl
Classification of Several Optically Complex Waters in China Using
Remote. Sens.
Qian Shen, Junsheng Li, Fangfang Zhang, Xu Sun, Jun Li, Wei Li, Bing Zhang
2015 J jnl
Complementarity of Discriminative Classifiers and Spectral Unmixing Techniques for the Interpretation of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Jun Li, Inmaculada Dopido, Paolo Gamba, Antonio J. Plaza
2015 C conf
Fast principal component analysis for hyperspectral imaging based on cloud computing.
IGARSS
Yonglong Li, Zebin Wu, Jie Wei, Antonio Plaza, Jun Li, Zhihui Wei
2015 J jnl
Fusion of Hyperspectral and LiDAR Remote Sensing Data Using Multiple Feature Learning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Mahdi Khodadadzadeh, Jun Li, Saurabh Prasad, Antonio Plaza
2015 C conf
Fusion of hyperspectral and lidar data using generalized composite kernels: A case study in Extremadura, Spain.
IGARSS
Mahdi Khodadadzadeh, Aurora Cuartero, Jun Li, Ángel M. Felicísimo, Antonio Plaza
2015 J jnl
GPU Implementation of Composite Kernels for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Zebin Wu, Jiafu Liu, Antonio J. Plaza, Jun Li, Zhihui Wei
2015 — conf
Hyperspectral image classification based on union of subspaces.
JURSE
Mahdi Khodadadzadeh, Jun Li, Antonio Plaza, José M. Bioucas-Dias
2015 J jnl
Learning Discriminative Sparse Representations for Hyperspectral Image Classification.
IEEE J. Sel. Top. Signal Process.
Peijun Du, Zhaohui Xue, Jun Li, Antonio Plaza
2015 J jnl
Minimum Volume Simplex Analysis: A Fast Algorithm for Linear Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Jun Li, Alexander Agathos, Daniela Zaharie, José M. Bioucas-Dias, Antonio J. Plaza, Xia Li
2015 J jnl
Multiple Algorithm Integration Based on Ant Colony Optimization for Endmember Extraction From Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lianru Gao, Jianwei Gao, Jun Li, Antonio Plaza, Lina Zhuang, Xu Sun, Bing Zhang
2015 J jnl
Multiple Feature Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Jun Li, Xin Huang, Paolo Gamba, José M. Bioucas-Dias, Liangpei Zhang, Jón Atli Benediktsson, Antonio J. Plaza
2015 J jnl
Normal Endmember Spectral Unmixing Method for Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lina Zhuang, Bing Zhang, Lianru Gao, Jun Li, Antonio Plaza
2015 J jnl
Parallel Implementation of Sparse Representation Classifiers for Hyperspectral Imagery on GPUs.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zebin Wu, Qicong Wang, Antonio Plaza, Jun Li, Jianjun Liu, Zhihui Wei
2015 J jnl
Parallel Spatial-Spectral Hyperspectral Image Classification With Sparse Representation and Markov Random Fields on GPUs.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zebin Wu, Qicong Wang, Antonio Plaza, Jun Li, Le Sun, Zhihui Wei
2015 J jnl
Real-Time Implementation of the Sparse Multinomial Logistic Regression for Hyperspectral Image Classification on GPUs.
IEEE Geosci. Remote. Sens. Lett.
Zebin Wu, Qicong Wang, Antonio Plaza, Jun Li, Le Sun, Zhihui Wei
2015 C conf
Remote sensing image classification based on multiple morphological component analysis.
IGARSS
Xiang Xu, Jun Li, Mauro Dalla Mura
2015 — conf
Robust collaborative nonnegative matrix factorization for hyperspectra unmixing (R-CONMF).
WHISPERS
Jun Li, José M. Bioucas-Dias, Antonio Plaza, Lin Liu
2015 J jnl
Simultaneous Sparse Graph Embedding for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Zhaohui Xue, Peijun Du, Jun Li, Hongjun Su
2015 J jnl
Spectral-Spatial Classification of Hyperspectral Data via Morphological Component Analysis-Based Image Separation.
IEEE Trans. Geosci. Remote. Sens.
Zhaohui Xue, Jun Li, Liang Cheng, Peijun Du
2015 J jnl
Subspace-Based Support Vector Machines for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Lianru Gao, Jun Li, Mahdi Khodadadzadeh, Antonio J. Plaza, Bing Zhang, Zhijian He, Huiming Yan
2014 J jnl
A New Hybrid Strategy Combining Semisupervised Classification and Unmixing of Hyperspectral Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Inmaculada Dopido, Jun Li, Paolo Gamba, Antonio Plaza
2014 J jnl
A Novel Semi-Supervised Method for Obtaining Finer Resolution Urban Extents Exploiting Coarser Resolution Maps.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jun Li, Paolo Gamba, Antonio Plaza
2014 J jnl
A Subspace-Based Multinomial Logistic Regression for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Mahdi Khodadadzadeh, Jun Li, Antonio Plaza, José M. Bioucas-Dias
2014 C conf
A new framework for hyperspectral image classification using multiple spectral and spatial features.
IGARSS
Mahdi Khodadadzadeh, Jun Li, Antonio J. Plaza, Paolo Gamba, Jón Atli Benediktsson, José M. Bioucas-Dias
2014 J jnl
Analysis of the Proportion of Surface Reflected Radiance in Mid-Infrared Absorption Bands.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Bing Zhang, Yao Liu, Wenjuan Zhang, Lianru Gao, Jun Li, Jun Wang, Xia Li
2014 J jnl
E
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Alim Samat, Peijun Du, Sicong Liu, Jun Li, Liang Cheng
2014 J jnl
Multi-GPU Implementation of the Minimum Volume Simplex Analysis Algorithm for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Alexander Agathos, Jun Li, Dana Petcu, Antonio Plaza
2014 J jnl
Multiple Morphological Profiles From Multicomponent-Base Images for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xin Huang, Xuehua Guan, Jón Atli Benediktsson, Liangpei Zhang, Jun Li, Antonio Plaza, Mauro Dalla Mura
2014 J jnl
Remotely Sensed Image Classification Using Sparse Representations of Morphological Attribute Profiles.
IEEE Trans. Geosci. Remote. Sens.
Benqin Song, Jun Li, Mauro Dalla Mura, Peijun Li, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson, Jocelyn Chanussot
2014 — conf
Robust minimum volume simplex analysis for hyperspectral unmixing.
EUSIPCO
Alexander Agathos, Jun Li, José M. Bioucas-Dias, Antonio J. Plaza
2014 C conf
Spectral partitioning for hyperspectral remote sensing image classification.
IGARSS
Yi Liu, Jun Li, Antonio J. Plaza, José M. Bioucas-Dias, Aurora Cuartero, Pablo García Rodríguez
2014 J jnl
Spectral-Spatial Classification of Hyperspectral Data Using Local and Global Probabilities for Mixed Pixel Characterization.
IEEE Trans. Geosci. Remote. Sens.
Mahdi Khodadadzadeh, Jun Li, Antonio Plaza, Hassan Ghassemian, José M. Bioucas-Dias, Xia Li
2014 — conf
Spectrometer-driven spectral partitioning for hyperspectral image classification.
WHISPERS
Jun Li, Yi Liu, Antonio Plaza, Peijun Du, Mahdi Khodadadzadeh
2014 J jnl
Weighted-RXD and Linear Filter-Based RXD: Improving Background Statistics Estimation for Anomaly Detection in Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Qiandong Guo, Bing Zhang, Qiong Ran, Lianru Gao, Jun Li, Antonio Plaza
2013 — conf
Decision fusion based on extended multi-attribute profiles for hyperspectral image classification.
WHISPERS
Benqin Song, Jun Li, Peijun Li, Antonio Plaza
2013 J jnl
Generalized Composite Kernel Framework for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Jun Li, Prashanth Reddy Marpu, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson
2013 J jnl
Semisupervised Hyperspectral Image Classification Using Soft Sparse Multinomial Logistic Regression.
IEEE Geosci. Remote. Sens. Lett.
Jun Li, José M. Bioucas-Dias, Antonio Plaza
2013 J jnl
Semisupervised Self-Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Inmaculada Dopido, Jun Li, Prashanth Reddy Marpu, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson
2013 J jnl
Spectral-Spatial Classification of Hyperspectral Data Using Loopy Belief Propagation and Active Learning.
IEEE Trans. Geosci. Remote. Sens.
Jun Li, José M. Bioucas-Dias, Antonio Plaza
2013 C conf
Spectral-spatial classification for hyperspectral data using SVM and subspace MLR.
IGARSS
Mahdi Khodadadzadeh, Jun Li, Antonio Plaza, Hassan Ghassemian, José M. Bioucas-Dias
2012 — conf
A New Multiple Classifier System for Semi-supervised Analysis of Hyperspectral Images.
ICPRAM (1)
Jun Li, Prashanth Reddy Marpu, Antonio Plaza, José M. Bioucas-Dias, Jón Atli Benediktsson
2012 — conf
A new semi-supervised approach for hyperspectral image classification with different active learning strategies.
WHISPERS
Inmaculada Dopido, Jun Li, Antonio J. Plaza, José M. Bioucas-Dias
2012 C conf
Collaborative nonnegative matrix factorization for remotely sensed hyperspectral unmixing.
IGARSS
Jun Li, José M. Bioucas-Dias, Antonio Plaza
2012 — conf
Nonnegative matrix factorization with collaborativity for hyperspectral unmixing.
WHISPERS
Jun Li, José M. Bioucas-Dias, Antonio J. Plaza
2012 C conf
Semi-supervised active learning for urban hyperspectral image classification.
IGARSS
Inmaculada Dopido, Jun Li, Antonio Plaza, José M. Bioucas-Dias
2012 — conf
Semi-supervised classification of hyperspectral data using spectral unmixing concepts.
TyWRRS
Inmaculada Dopido, Jun Li, Antonio Plaza, Paolo Gamba
2012 — conf
Semi-supervised discriminative random field for hyperspectral image classification.
WHISPERS
Jun Li, José M. Bioucas-Dias, Antonio J. Plaza
2012 J jnl
Spectral-Spatial Hyperspectral Image Segmentation Using Subspace Multinomial Logistic Regression and Markov Random Fields.
IEEE Trans. Geosci. Remote. Sens.
Jun Li, José M. Bioucas-Dias, Antonio Plaza
2011 — conf
A new semi-supervised algorithm for hyperspectral image classification based on spectral unmixing concepts.
WHISPERS
Alberto Villa, Jun Li, Antonio J. Plaza, José M. Bioucas-Dias
2011 C conf
A new subspace discriminant analysis approach for supervised hyperspectral image classification.
IGARSS
Jun Li, José M. Bioucas-Dias, Antonio Plaza
2011 J jnl
Designing a two-rank acceptance sampling plan for quality inspection of geospatial data products.
Comput. Geosci.
Xiaohua Tong, Zhenhua Wang, Huan Xie, Dan Liang, Zuoqin Jiang, Jinchao Li, Jun Li
2011 J jnl
Hyperspectral Image Segmentation Using a New Bayesian Approach With Active Learning.
IEEE Trans. Geosci. Remote. Sens.
Jun Li, José M. Bioucas-Dias, Antonio Plaza
2011 — conf
Semi-supervised hyperspectral image classification using a new (soft) sparse multinomial logistic regression model.
WHISPERS
Jun Li, José M. Bioucas-Dias, Antonio J. Plaza
2010 — conf
Exploiting spatial information in semi-supervised hyperspectral image segmentation.
WHISPERS
Jun Li, José M. Bioucas-Dias, Antonio J. Plaza
2010 J jnl
Semisupervised Hyperspectral Image Segmentation Using Multinomial Logistic Regression With Active Learning.
IEEE Trans. Geosci. Remote. Sens.
Jun Li, José M. Bioucas-Dias, Antonio J. Plaza
2010 — conf
Supervised hyperspectral image segmentation using active learning.
WHISPERS
Jun Li, José M. Bioucas-Dias, Antonio J. Plaza
2009 — conf
Semi-supervised Hyperspectral Image Classification based on a Markov Random Field and Sparse Multinomial Logistic Regression.
IGARSS (3)
Jun Li, José M. Bioucas-Dias, Antonio Plaza
2009 — conf
Semi-supervised hyperspectral image segmentation.
WHISPERS
Jun Li, José M. Bioucas-Dias, Antonio J. Plaza
2008 — conf
Aerosol Character Comparison of CALIPSO and Sunphotometer in Hubei Province, China.
IGARSS (3)
Yingying Ma, Wei Gong, Jun Li, Zhongmin Zhu, Liangpei Zhang, Pingxiang Li
2008 — conf
Minimum Volume Simplex Analysis: A Fast Algorithm to Unmix Hyperspectral Data.
IGARSS (3)
Jun Li, José M. Bioucas-Dias
2008 — conf
Retrieval of Aerosol Optical Properties based on Measurements of Lidar, Sun-Photometer, and CALIPSO at Wuhan, China.
IGARSS (3)
Jun Li, Wei Gong, Yingying Ma, Zhongmin Zhu, Pingxiang Li, Liangpei Zhang
2008 — conf
Study of Atmospheric Correction in the Remote Sensing based on Multifunctional Raman/Mie Lidar System and Sunphotometer.
IGARSS (3)
Jinye Zhang, Wei Gong, Jun Li, Feiyue Mao, Rongliang Zeng, Zhenluan Hu, Liangpei Zhang, Pingxiang Li
2007 C conf
The active-passive remote sensing for aerosol optical depth retrieval.
IGARSS
Zhongmin Zhu, Wei Gong, Pingxiang Li, Liangpei Zhang, Qianqing Qin, Yingying Ma, Shalei Song, Jun Li, Mengyu Liu, Zhongyu Hao