Research of Chaos Theory and Local Support Vector Machine in Effective Prediction of VBR MPEG Video Traffic. - Heng-Chao Li 001; Wen Hong; Yirong Wu; Si-Jie Xu (ICIC (1), 2006)

Texture-Preserving Despeckling of SAR Images Using Evidence Framework. - Heng-Chao Li 001; Wen Hong; Yirong Wu; Heng-Ming Tai (IEEE Geosci. Remote. Sens. Lett., 2007)

Optimal variable-weight optical orthogonal codes via cyclic difference families. - Hengchao Li 001; Pingzhi Fan; Dianhua Wu; Udaya Parampalli (ISIT, 2009)

An Efficient and Flexible Statistical Model Based on Generalized Gamma Distribution for Amplitude SAR Images. - Heng-Chao Li 001; Wen Hong; Yirong Wu; Ping-Zhi Fan (IEEE Trans. Geosci. Remote. Sens., 2010)

On the Empirical-Statistical Modeling of SAR Images With Generalized Gamma Distribution. - Heng-Chao Li 001; Wen Hong; Yirong Wu; Ping-Zhi Fan (IEEE J. Sel. Top. Signal Process., 2011)

Relaxed generalized minimum-error thresholoding for unsupervised change detection from SAR amplitude images. - Lei Shen; Heng-Chao Li 001 (IGARSS, 2012)

MCMC estimation of finite generalized gamma mixture model. - Yan-Hui Zou; Heng-Chao Li 001 (IGARSS, 2012)

FRFT-based improved algorithm of unsupervised change detection in SAR images via PCA and K-means clustering. - Yongqiang Cheng 004; Heng-Chao Li 001; Turgay Çelik 001; Fan Zhang 007 (IGARSS, 2013)

Bayesian Wavelet Shrinkage With Heterogeneity-Adaptive Threshold for SAR Image Despeckling Based on Generalized Gamma Distribution. - Heng-Chao Li 001; Wen Hong; Yirong Wu; Ping-Zhi Fan (IEEE Trans. Geosci. Remote. Sens., 2013)

Unsupervised change detection of remote sensing images based on semi-nonnegative matrix factorization. - Heng-Chao Li 001; Nathan Longbotham; William J. Emery (IGARSS, 2014)

Nonlocal similarity regularization for sparse hyperspectral unmixing. - Rui Wang 090; Heng-Chao Li 001 (IGARSS, 2014)

Accelerating Time-Domain SAR Raw Data Simulation for Large Areas Using Multi-GPUs. - Fan Zhang 007; Chen Hu; Wei Li 032; Wei Hu 004; Heng-Chao Li 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Hyperspectral image classification by sparse representation with nonlocal adaptive dictionary. - Yi Long; Heng-Chao Li 001 (IGARSS, 2015)

Key techniques for 5G wireless communications: network architecture, physical layer, and MAC layer perspectives. - Zheng Ma 001; Zhengquan Zhang; Zhiguo Ding 001; Pingzhi Fan; Hengchao Li 001 (Sci. China Inf. Sci., 2015)

Deep Convolutional Neural Networks for Hyperspectral Image Classification. - Wei Hu 004; Yangyu Huang; Wei Li 032; Fan Zhang 007; Heng-Chao Li 001 (J. Sensors, 2015)

Gabor Feature Based Unsupervised Change Detection of Multitemporal SAR Images Based on Two-Level Clustering. - Heng-Chao Li 001; Turgay Çelik 001; Nathan Longbotham; William J. Emery (IEEE Geosci. Remote. Sens. Lett., 2015)

Pairwise-Distance-Analysis-Driven Dimensionality Reduction Model with Double Mappings for Hyperspectral Image Visualization. - Yi Long; Heng-Chao Li 001; Turgay Çelik 001; Nathan Longbotham; William J. Emery (Remote. Sens., 2015)

An mmWave beamforming scheme for disaster detection in high speed railway. - Lili He; Xuming Fang; Hengchao Li 001; Chao Li 013; Yimin Liu (ICCC, 2016)

A multitexture model of multilook polarimetric SAR data based on generalized gamma distribution. - Heng-Chao Li 001; Chi Liu (IGARSS, 2016)

Locality constrained low-rank representation for hyperspectral image classification. - Lei Pan 003; Heng-Chao Li 001; Xiang-dong Chen (IGARSS, 2016)

Double reweighted sparse regression for hyperspectral unmixing. - Rui Wang 090; Heng-Chao Li 001; Wenzhi Liao; Aleksandra Pizurica (IGARSS, 2016)

An mmWave Wireless Communication and Radar Detection Integrated Network for Railways. - Li Yan 002; Xuming Fang; Hengchao Li 001; Chao Li 013 (VTC Spring, 2016)

Hyperspectral unmixing by reweighted low rank and total variation. - Rui Wang 090; Wenzhi Liao; Heng-Chao Li 001; Hongyan Zhang 001; Aleksandra Pizurica (WHISPERS, 2016)

Digital Watermarking Processing Technique Based on Overcomplete Dictionary. - Chanzi Liu; Qingchun Chen; Hongbin Liang; Hengchao Li 001 (Int. J. Pattern Recognit. Artif. Intell., 2016)

Unsupervised Learning of Generalized Gamma Mixture Model With Application in Statistical Modeling of High-Resolution SAR Images. - Heng-Chao Li 001; Vladimir A. Krylov; Ping-Zhi Fan; Josiane Zerubia; William J. Emery (IEEE Trans. Geosci. Remote. Sens., 2016)

Tensor locality preserving projection for hyperspectral image classification. - Yang-Jun Deng; Heng-Chao Li 001; Lei Pan 003; William J. Emery (IGARSS, 2017)

Non-negative matrix factorization with mixture of Itakura-Saito divergence for SAR images. - Chi Liu; Wenzhi Liao; Heng-Chao Li 001; Wilfried Philips (IGARSS, 2017)

Spatial weighted sparse regression for hyperspectral image unmixing. - Shaoquan Zhang; Jun Li 009; Javier Plaza; Heng-Chao Li 001; Antonio Plaza (IGARSS, 2017)

Unsupervised change detection of remote sensing images using superpixel segmentation and variational Gaussian mixture model. - Gang Yang 006; Heng-Chao Li 001; Chi Liu (MultiTemp, 2017)

Multi-Aspect-Aware Bidirectional LSTM Networks for Synthetic Aperture Radar Target Recognition. - Fan Zhang 007; Chen Hu; Qiang Yin 001; Wei Li 032; Heng-Chao Li 001; Wen Hong (IEEE Access, 2017)

SAR Target Recognition Using the Multi-aspect-aware Bidirectional LSTM Recurrent Neural Networks. - Fan Zhang 007; Chen Hu; Qiang Yin 001; Wei Li 032; Heng-Chao Li 001; Wen Hong (CoRR, 2017)

ℋ Distribution for Multilook Polarimetric SAR Data. - Chi Liu; Heng-Chao Li 001; Xian Sun; William J. Emery (IEEE Geosci. Remote. Sens. Lett., 2017)

Hyperspectral Image Classification via Low-Rank and Sparse Representation With Spectral Consistency Constraint. - Lei Pan 003; Heng-Chao Li 001; Hua Meng 001; Wei Li 032; Qian Du 001; William J. Emery (IEEE Geosci. Remote. Sens. Lett., 2017)

Hyperspectral Unmixing Using Double Reweighted Sparse Regression and Total Variation. - Rui Wang 090; Heng-Chao Li 001; Aleksandra Pizurica; Jun Li 009; Antonio Plaza; William J. Emery (IEEE Geosci. Remote. Sens. Lett., 2017)

Single Image Super-Resolution Reconstruction Technique based on A Single Hybrid Dictionary. - Chanzi Liu; Qingchun Chen; Hengchao Li 001 (Multim. Tools Appl., 2017)

Hyperspectral Dimensionality Reduction by Tensor Sparse and Low-Rank Graph-Based Discriminant Analysis. - Lei Pan 003; Heng-Chao Li 001; Yang-Jun Deng; Fan Zhang 007; Xiang-dong Chen; Qian Du 001 (Remote. Sens., 2017)

A Deep Collaborative Computing Based SAR Raw Data Simulation on Multiple CPU/GPU Platform. - Fan Zhang 007; Chen Hu; Wei Li 032; Wei Hu 004; Pengbo Wang; Heng-Chao Li 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Centralized Collaborative Sparse Unmixing for Hyperspectral Images. - Rui Wang 090; Heng-Chao Li 001; Wenzhi Liao; Xin Huang 002; Wilfried Philips (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Polarimetric SAR Despeckling by Integrating Stochastic Sampling and Contextual Patch Dissimilarity Exploration. - Tianheng Yan; Wen Yang 001; Xiangli Yang; Carlos López-Martínez; Heng-Chao Li 001; Mingsheng Liao (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Discriminant Analysis of Hyperspectral Imagery Using Fast Kernel Sparse and Low-Rank Graph. - Lei Pan 003; Heng-Chao Li 001; Wei Li 032; Xiang-Dong Chen; Guangning Wu; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2017)

Hyperspectral Image Classification Based on Capsule Network. - Wei-Ye Wang; Heng-Chao Li 001; Lei Pan 003; Gang Yang 006; Qian Du 001 (IGARSS, 2018)

Deep Semi-Nonnegative Matrix Factorization Based Unsupervised Change Detection of Remote Sensing Images. - Gang Yang 006; Heng-Chao Li 001; Wen Yang 001; William J. Emery (IGARSS, 2018)

Nuclear norm-based matrix regression preserving embedding for face recognition. - Yang-Jun Deng; Heng-Chao Li 001; Qi Wang 009; Qian Du 001 (Neurocomputing, 2018)

Special issue on advances in real-time image processing for remote sensing. - Chen Chen 001; Wei Li 032; Lianru Gao; Heng-Chao Li 001; Javier Plaza (J. Real Time Image Process., 2018)

GPU-based fast hyperspectral image classification using joint sparse representation with spectral consistency constraint. - Lei Pan 003; Heng-Chao Li 001; Jun Ni; Chen Chen 001; Xiang-Dong Chen; Qian Du 001 (J. Real Time Image Process., 2018)

Modified Tensor Locality Preserving Projection for Dimensionality Reduction of Hyperspectral Images. - Yang-Jun Deng; Heng-Chao Li 001; Lei Pan 003; Li-Yang Shao; Qian Du 001; William J. Emery (IEEE Geosci. Remote. Sens. Lett., 2018)

Hyperspectral Image Reconstruction by Latent Low-Rank Representation for Classification. - Lei Pan 003; Heng-Chao Li 001; Yong-Jian Sun; Qian Du 001 (IEEE Geosci. Remote. Sens. Lett., 2018)

Aircraft Recognition in SAR Images Based on Scattering Structure Feature and Template Matching. - Kun Fu 001; Fangzheng Dou; Heng-Chao Li 001; Wenhui Diao; Xian Sun; Guangluan Xu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Tensor Low-Rank Discriminant Embedding for Hyperspectral Image Dimensionality Reduction. - Yang-Jun Deng; Heng-Chao Li 001; Kun Fu 001; Qian Du 001; William J. Emery (IEEE Trans. Geosci. Remote. Sens., 2018)

Hyperspectral Unmixing Using Sparsity-Constrained Deep Nonnegative Matrix Factorization With Total Variation. - Xin-Ru Feng; Heng-Chao Li 001; Jun Li 009; Qian Du 001; Antonio Plaza; William J. Emery (IEEE Trans. Geosci. Remote. Sens., 2018)

Unsupervised Classification of Multilook Polarimetric SAR Data Using Spatially Variant Wishart Mixture Model with Double Constraints. - Chi Liu; Wenzhi Liao; Heng-Chao Li 001; Kun Fu 001; Wilfried Philips (IEEE Trans. Geosci. Remote. Sens., 2018)

Spectral-Spatial Weighted Sparse Regression for Hyperspectral Image Unmixing. - Shaoquan Zhang; Jun Li 009; Heng-Chao Li 001; Chengzhi Deng; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2018)

Hyperspectral Unmixing Based on Sparsity-Constrained Nonnegative Matrix Factorization with Adaptive Total Variation. - Xin-Ru Feng; Heng-Chao Li 001; Rui Wang 090 (IGARSS, 2019)

Semi-Supervised Classification of Polarimetric SAR Images Using Markov Random Field and Two-Level Wishart Mixture Model. - Chi Liu; Wenzhi Liao; Heng-Chao Li 001; Rui Wang 090; Wilfried Philips (IGARSS, 2019)

Superpixel-Based Urban Change Detection in SAR Images Using Optimal Transport Distance. - Dong Peng; Wen Yang 001; Heng-Chao Li 001; Xiangli Yang (JURSE, 2019)

PMCMA: Pattern Mining in SAR Time Series by Change Matrix Analysis. - Dong Peng; Ting Pan; Wen Yang 001; Heng-Chao Li 001 (MultiTemp, 2019)

Change Detection of Remote Sensing Images based on Weighted Nonnegative Matrix Factorization. - Hui Wu; Heng-Chao Li 001; Gang Yang 006; Wen Yang 001 (MultiTemp, 2019)

Feature Extraction and Classification Based on Spatial-Spectral ConvLSTM Neural Network for Hyperspectral Images. - Wen-Shuai Hu; Heng-Chao Li 001; Lei Pan 003; Wei Li 032; Ran Tao 003; Qian Du 001 (CoRR, 2019)

Data Augmentation for Hyperspectral Image Classification With Deep CNN. - Wei Li 032; Chen Chen 001; Mengmeng Zhang; Heng-Chao Li 001; Qian Du 001 (IEEE Geosci. Remote. Sens. Lett., 2019)

Unsupervised Change Detection of SAR Images Based on Variational Multivariate Gaussian Mixture Model and Shannon Entropy. - Gang Yang 006; Heng-Chao Li 001; Wen Yang 001; Kun Fu 001; Yong-Jian Sun; William J. Emery (IEEE Geosci. Remote. Sens. Lett., 2019)

Bayesian estimation of generalized Gamma mixture model based on variational EM algorithm. - Chi Liu; Heng-Chao Li 001; Kun Fu 001; Fan Zhang 007; Mihai Datcu; William J. Emery (Pattern Recognit., 2019)

A Filter for SAR Image Despeckling Using Pre-Trained Convolutional Neural Network Model. - Ting Pan; Dong Peng; Wen Yang 001; Heng-Chao Li 001 (Remote. Sens., 2019)

K-Matrix: A Novel Change-Pattern Mining Method for SAR Image Time Series. - Dong Peng; Ting Pan; Wen Yang 001; Heng-Chao Li 001 (Remote. Sens., 2019)

Robust Weighting Nearest Regularized Subspace Classifier for PolSAR Imagery. - Jun Ni; Fan Zhang 007; Qiang Yin 001; Heng-Chao Li 001 (IEEE Signal Process. Lett., 2019)

Foreword to the Special Issue on Compact Polarimetric SAR. - Gui Gao; Heng-Chao Li 001; Shane R. Cloude; Jian Yang 011; Ferdinando Nunziata (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Hyperspectral Anomaly Detection by Fractional Fourier Entropy. - Ran Tao 003; Xudong Zhao 003; Wei Li 032; Heng-Chao Li 001; Qian Du 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Effect Analysis and Spectral Weighting Optimization of Sidelobe Reduction on SAR Image Understanding. - Zhihuo Xu; Heng-Chao Li 001; Quan Shi; Han Wang 018; Ming Wei; Jiajia Shi; Yeqin Shao (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Variational Bayesian Change Detection of Remote Sensing Images Based on Spatially Variant Gaussian Mixture Model and Separability Criterion. - Gang Yang 006; Heng-Chao Li 001; Wen Yang 001; Kun Fu 001; Turgay Çelik 001; William J. Emery (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Unsupervised Change Detection Based on a Unified Framework for Weighted Collaborative Representation With RDDL and Fuzzy Clustering. - Gang Yang 006; Heng-Chao Li 001; Wei-Ye Wang; Wen Yang 001; William J. Emery (IEEE Trans. Geosci. Remote. Sens., 2019)

Variational Textured Dirichlet Process Mixture Model With Pairwise Constraint for Unsupervised Classification of Polarimetric SAR Images. - Chi Liu; Heng-Chao Li 001; Wenzhi Liao; Wilfried Philips; William J. Emery (IEEE Trans. Image Process., 2019)

Change Detection of Polarimetric SAR Images Using Minkowski Log-Ratio Distance. - Shuailin Chen; Xiangli Yang; Tongyuan Zou; Dong Peng; Wen Yang 001; Heng-Chao Li 001 (IGARSS, 2020)

Hyperspectral Image Classification Based on Tensor-Train Convolutional Long Short-Term Memory. - Wen-Shuai Hu; Heng-Chao Li 001; Tian-Yu Ma; Qian Du 001; Antonio Plaza; William J. Emery (IGARSS, 2020)

Edge-Driven Object Matching for UAV Images and Satellite SAR Images. - Ruixiang Zhang; Fang Xu; Huai Yu; Wen Yang 001; Heng-Chao Li 001 (IGARSS, 2020)

Sparsity-Constrained Coupled Nonnegative Matrix-Tensor Factorization for Hyperspectral Unmixing. - Heng-Chao Li 001; Shuang Liu 016; Xin-Ru Feng; Shaoquan Zhang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Robust Capsule Network Based on Maximum Correntropy Criterion for Hyperspectral Image Classification. - Heng-Chao Li 001; Wei-Ye Wang; Lei Pan 003; Wei Li 032; Qian Du 001; Ran Tao 003 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Patch Tensor-Based Multigraph Embedding Framework for Dimensionality Reduction of Hyperspectral Images. - Yang-Jun Deng; Heng-Chao Li 001; Xin Song; Yong-Jian Sun; Xiangrong Zhang; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2020)

Spatial-Spectral Feature Extraction via Deep ConvLSTM Neural Networks for Hyperspectral Image Classification. - Wen-Shuai Hu; Heng-Chao Li 001; Lei Pan 003; Wei Li 032; Ran Tao 003; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2020)

Discriminative Marginalized Least-Squares Regression for Hyperspectral Image Classification. - Yuxiang Zhang 005; Wei Li 032; Heng-Chao Li 001; Ran Tao 003; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2020)

Joint Classification of Hyperspectral and LiDAR Data Using Hierarchical Random Walk and Deep CNN Architecture. - Xudong Zhao 003; Ran Tao 003; Wei Li 032; Heng-Chao Li 001; Qian Du 001; Wenzhi Liao; Wilfried Philips (IEEE Trans. Geosci. Remote. Sens., 2020)

FER-YOLO: Detection and Classification Based on Facial Expressions. - Hui Ma; Turgay Çelik 001; Hengchao Li 001 (ICIG (1), 2021)

Spatial-Spectral Tensor Graph Convolutional Network for Hyperspectral Image Classification. - Jin-Yu Yang; Heng-Chao Li 001; Ze-Chen Li; Tian-Yu Ma (IGARSS, 2021)

SeqFace: Learning discriminative features by using face sequences. - Wei Hu 004; Yangyu Huang; Fan Zhang 007; Ruirui Li 001; Hengchao Li 001 (IET Image Process., 2021)

Lightweight Tensor Attention-Driven ConvLSTM Neural Network for Hyperspectral Image Classification. - Wen-Shuai Hu; Heng-Chao Li 001; Yang-Jun Deng; Xian Sun; Qian Du 001; Antonio Plaza (IEEE J. Sel. Top. Signal Process., 2021)

SAR Image Change Detection Based on Multiscale Capsule Network. - Yunhao Gao; Feng Gao 005; Junyu Dong; Heng-Chao Li 001 (IEEE Geosci. Remote. Sens. Lett., 2021)

Generative Adversarial Capsule Network With ConvLSTM for Hyperspectral Image Classification. - Wei-Ye Wang; Heng-Chao Li 001; Yang-Jun Deng; Li-Yang Shao; Xiaoqiang Lu; Qian Du 001 (IEEE Geosci. Remote. Sens. Lett., 2021)

Lightweight attention convolutional neural network through network slimming for robust facial expression recognition. - Hui Ma; Turgay Çelik 001; Heng-Chao Li 001 (Signal Image Video Process., 2021)

Synthetic Aperture Radar Image Change Detection via Siamese Adaptive Fusion Network. - Yunhao Gao; Feng Gao 005; Junyu Dong; Qian Du 001; Heng-Chao Li 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Accurate Bridge Detection in Aerial Images With an Auxiliary Waterbody Extraction Task. - Haowen Guo; Ruixiang Zhang; Yuxuan Wang; Wen Yang 001; Heng-Chao Li 001; Gui-Song Xia (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

DSPCANet: Dual-Channel Scale-Aware Segmentation Network With Position and Channel Attentions for High-Resolution Aerial Images. - Yun-Cheng Li; Heng-Chao Li 001; Wen-Shuai Hu; Hui-Ling Yu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

AFDet: Toward More Accurate and Faster Object Detection in Remote Sensing Images. - Nanqing Liu; Turgay Çelik 001; Tingyu Zhao; Chao Zhang 072; Heng-Chao Li 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Research Progress on Few-Shot Learning for Remote Sensing Image Interpretation. - Xian Sun; Bing Wang 015; Zhirui Wang; Hao Li 087; Heng-Chao Li 001; Kun Fu 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Random Neighbor Pixel-Block-Based Deep Recurrent Learning for Polarimetric SAR Image Classification. - Jun Ni; Fan Zhang 007; Qiang Yin 001; Yongsheng Zhou; Heng-Chao Li 001; Wen Hong (IEEE Trans. Geosci. Remote. Sens., 2021)

Learning Center Probability Map for Detecting Objects in Aerial Images. - Jinwang Wang; Wen Yang 001; Heng-Chao Li 001; Haijian Zhang; Gui-Song Xia (IEEE Trans. Geosci. Remote. Sens., 2021)

Robust Patch Tensor-based Multigraph Embedding for Dimensionality Reduction of Hyperspectral Images. - Yang-Jun Deng; Yi Zhou; Wei-Ye Wang; Xing-Hui Zhu; Heng-Chao Li 001 (IGARSS, 2022)

SAR Image Data Augmentation via Residual and Attention-Based Generative Adversarial Network for Ship Detection. - Yu-Shi Guo; Heng-Chao Li 001; Wen-Shuai Hu; Wei-Ye Wang (IGARSS, 2022)

Spatially Variant Gamma-WMM with Extended Variational Inference for Unsupervised PolSAR Classification. - Ze-Chen Li; Heng-Chao Li 001; Wen-Shuai Hu; Lei Pan 003 (IGARSS, 2022)

A3CLNN: Spatial, Spectral and Multiscale Attention ConvLSTM Neural Network for Multisource Remote Sensing Data Classification. - Heng-Chao Li 001; Wen-Shuai Hu; Wei Li 032; Jun Li 009; Qian Du 001; Antonio Plaza (CoRR, 2022)

Weakly Supervised Building Semantic Segmentation Based on Spot-Seeds and Refinement Process. - Khaled Moghalles; Heng-Chao Li 001; Abdulwahab Alazeb (Entropy, 2022)

Approximating Region Boundaries Based on Qualitative and Quantitative Information. - Zhiguo Long; Michael Sioutis; Qingqian Li; Hua Meng 001; Heng-Chao Li 001 (IEEE Intell. Syst., 2022)

A framework for belief revision under restrictions. - Zhiguo Long; Hua Meng 001; Tianrui Li 001; Heng-Chao Li 001; Michael Sioutis (Knowl. Eng. Rev., 2022)

Fully Convolutional Lightweight Pyramid Network for Vehicle Detection in Aerial Images. - Qingsong Du; Turgay Çelik 001; Qianli Wang; Heng-Chao Li 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

Correntropy-Based Autoencoder-Like NMF With Total Variation for Hyperspectral Unmixing. - Xin-Ru Feng; Heng-Chao Li 001; Shuang Liu 016; Hongyan Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

Correction to "Correntropy-Based Autoencoder-Like NMF With Total Variation for Hyperspectral Unmixing". - Xin-Ru Feng; Heng-Chao Li 001; Shuang Liu 016; Hongyan Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

Recurrent Feedback Convolutional Neural Network for Hyperspectral Image Classification. - Heng-Chao Li 001; Shuang-Shuang Li; Wen-Shuai Hu; Jun-Huan Feng; Weiwei Sun 005; Qian Du 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

Gated Ladder-Shaped Feature Pyramid Network for Object Detection in Optical Remote Sensing Images. - Nanqing Liu; Turgay Çelik 001; Heng-Chao Li 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

MSNet: A Multiple Supervision Network for Remote Sensing Scene Classification. - Nanqing Liu; Turgay Çelik 001; Heng-Chao Li 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

Synthetic Aperture Radar Image Change Detection via Layer Attention-Based Noise-Tolerant Network. - Desen Meng; Feng Gao 005; Junyu Dong; Qian Du 001; Heng-Chao Li 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

Change Detection in Synthetic Aperture Radar Images Using a Dual-Domain Network. - Xiaofan Qu; Feng Gao 005; Junyu Dong; Qian Du 001; Heng-Chao Li 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

Unsupervised Robust Projection Learning by Low-Rank and Sparse Decomposition for Hyperspectral Feature Extraction. - Xin Song; Heng-Chao Li 001; Lei Pan 003; Yang-Jun Deng; Pu Zhang; Li You; Qian Du 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

Adaptive Cross-Attention-Driven Spatial-Spectral Graph Convolutional Network for Hyperspectral Image Classification. - Jin-Yu Yang; Heng-Chao Li 001; Wen-Shuai Hu; Lei Pan 003; Qian Du 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

A Comparative Analysis of GAN-Based Methods for SAR-to-Optical Image Translation. - Yitao Zhao; Turgay Çelik 001; Nanqing Liu; Heng-Chao Li 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

An Arbitrary-Oriented Object Detector Based on Variant Gaussian Label in Remote Sensing Images. - Tingyu Zhao; Nanqing Liu; Turgay Çelik 001; Heng-Chao Li 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

Latent Low-Rank Projection Learning with Graph Regularization for Feature Extraction of Hyperspectral Images. - Lei Pan 003; Hengchao Li 001; Xiang Dai; Ying Cui; Xifeng Huang; Lican Dai (Remote. Sens., 2022)

Hyperspectral Unmixing Based on Nonnegative Matrix Factorization: A Comprehensive Review. - Xin-Ru Feng; Heng-Chao Li 001; Rui Wang 090; Qian Du 001; Xiuping Jia; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Incremental SAR Automatic Target Recognition With Error Correction and High Plasticity. - Jiaxin Tang; Deliang Xiang; Fan Zhang 007; Fei Ma 001; Yongsheng Zhou; Heng-Chao Li 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Change Detection From Synthetic Aperture Radar Images via Dual Path Denoising Network. - Junjie Wang; Feng Gao 005; Junyu Dong; Qian Du 001; Heng-Chao Li 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

CMR-CNN: Cross-Mixing Residual Network for Hyperspectral Image Classification. - Zhen Yang 012; Zhipeng Xi; Tao Zhang 027; Weiwei Guo; Zenghui Zhang; Heng-Chao Li 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Pseudo Complex-Valued Deformable ConvLSTM Neural Network With Mutual Attention Learning for Hyperspectral Image Classification. - Wen-Shuai Hu; Heng-Chao Li 001; Rui Wang 090; Feng Gao 005; Qian Du 001; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2022)

Self-Supervised Robust Deep Matrix Factorization for Hyperspectral Unmixing. - Heng-Chao Li 001; Xin-Ru Feng; Donghai Zhai; Qian Du 001; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2022)

Lightweight Tensorized Neural Networks for Hyperspectral Image Classification. - Tian-Yu Ma; Heng-Chao Li 001; Rui Wang 090; Qian Du 001; Xiuping Jia; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2022)

A Multiscale Spectral Features Graph Fusion Method for Hyperspectral Band Selection. - Weiwei Sun 005; Gang Yang 006; Jiangtao Peng; Xiangchao Meng; Ke He; Wei Li 032; Heng-Chao Li 001; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Information Fusion for Classification of Hyperspectral and LiDAR Data Using IP-CNN. - Mengmeng Zhang; Wei Li 032; Ran Tao 003; Heng-Chao Li 001; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

A3 CLNN: Spatial, Spectral and Multiscale Attention ConvLSTM Neural Network for Multisource Remote Sensing Data Classification. - Heng-Chao Li 001; Wen-Shuai Hu; Wei Li 032; Jun Li 009; Qian Du 001; Antonio Plaza (IEEE Trans. Neural Networks Learn. Syst., 2022)

Fully Tensorized Convolutional Long Short-Term Memory for Hyperspectral Image Classification. - Tian-Yu Ma; Heng-Chao Li 001; Yu-Bang Zheng; Qian Du 001 (WHISPERS, 2023)

SVDinsTN: An Integrated Method for Tensor Network Representation with Efficient Structure Search. - Yu-Bang Zheng; Xi-Le Zhao; Junhua Zeng; Chao Li 013; Qibin Zhao; Heng-Chao Li 001; Ting-Zhu Huang (CoRR, 2023)

Break Through the Border Restriction of Horizontal Bounding Box for Arbitrary-Oriented Ship Detection in SAR Images. - Pengfei Guo; Turgay Çelik 001; Nanqing Liu; Heng-Chao Li 001 (IEEE Geosci. Remote. Sens. Lett., 2023)

Quaternion Convolutional Neural Network With EMAP Representation for Multisource Remote-Sensing Data Classification. - Yu-Le Wei; Yu-Bang Zheng; Rui Wang 090; Heng-Chao Li 001 (IEEE Geosci. Remote. Sens. Lett., 2023)

Convolution and Attention Mixer for Synthetic Aperture Radar Image Change Detection. - Haopeng Zhang 016; Zijing Lin; Feng Gao 005; Junyu Dong; Qian Du 001; Heng-Chao Li 001 (IEEE Geosci. Remote. Sens. Lett., 2023)

t-Linear Tensor Subspace Learning for Robust Feature Extraction of Hyperspectral Images. - Yang-Jun Deng; Heng-Chao Li 001; Siqiao Tan; Junhui Hou; Qian Du 001; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2023)

Hybrid Fully Connected Tensorized Compression Network for Hyperspectral Image Classification. - Heng-Chao Li 001; Zhi-Xin Lin; Tian-Yu Ma; Xi-Le Zhao; Antonio Plaza; William J. Emery (IEEE Trans. Geosci. Remote. Sens., 2023)

Transformation-Invariant Network for Few-Shot Object Detection in Remote-Sensing Images. - Nanqing Liu; Xun Xu 002; Turgay Çelik 001; Zongxin Gan; Heng-Chao Li 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

What Catch Your Attention in SAR Images: Saliency Detection Based on Soft-Superpixel Lacunarity Cue. - Fei Ma 001; Xuejiao Sun; Fan Zhang 007; Yongsheng Zhou; Heng-Chao Li 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Nearest Neighbor-Based Contrastive Learning for Hyperspectral and LiDAR Data Classification. - Meng Wang; Feng Gao 005; Junyu Dong; Heng-Chao Li 001; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Unsupervised Domain Factorization Network for Thick Cloud Removal of Multitemporal Remotely Sensed Images. - Jian-Li Wang; Xi-Le Zhao; Heng-Chao Li 001; Ke-Xiang Cao; Jiaqing Miao; Ting-Zhu Huang (IEEE Trans. Geosci. Remote. Sens., 2023)

Frequency Domain Joint-Normalized Stochastic Gradient Projection-Based Algorithm for Widely Linear Quaternion-Valued Adaptive Filtering. - Sheng Zhang 006; Yishu Peng; Hengchao Li 001; Yili Xia; Wei Xing Zheng 001 (IEEE Trans. Signal Process., 2023)

AF-OSD: An Anchor-Free Oriented Ship Detector Based on Multi-Scale Dense-Point Rotation Gaussian Heatmap. - Zizheng Hua; Gaofeng Pan; Kun Gao 001; Hengchao Li 001; Su Chen (Remote. Sens., 2023)

A Training Strategy of Flying Bird Object Detection Model Based on Improved Self-Paced Learning Algorithm. - Ziwei Sun; Zexi Hua; Hengchao Li 001 (CSAIDE, 2024)

SVDinsTN: A Tensor Network Paradigm for Efficient Structure Search from Regularized Modeling Perspective. - Yu-Bang Zheng; Xi-Le Zhao; Junhua Zeng; Chao Li 013; Qibin Zhao; Heng-Chao Li 001; Ting-Zhu Huang (CVPR, 2024)

Clip-Guided Source-Free Object Detection in Aerial Images. - Nanqing Liu; Xun Xu 002; Yongyi Su; Chengxin Liu; Peiliang Gong; Heng-Chao Li 001 (IGARSS, 2024)

Infrared Small Target Detection Based on Weighted Tensor Average Rank Minimization and Directional Structure Tensor. - Xi-Hu Yang; Yu-Bang Zheng; Jia-Jie Yin; Shi-Jun Yang; Heng-Chao Li 001 (IGARSS, 2024)

Ship Detection Based on Feature Erasure and Channel-Wise Global Pooling Attention in SAR Images. - Zhihui Zhang; Heng-Chao Li 001; Pengfei Guo; Yitao Zhao (IGARSS, 2024)

Toward Distortion-Aware Change Detection in Realistic Scenarios. - Yitao Zhao; Heng-Chao Li 001; Nanqing Liu; Rui Wang 090 (IGARSS, 2024)

Semi-supervised object detection with uncurated unlabeled data for remote sensing images. - Nanqing Liu; Xun Xu 002; Yingjie Gao 001; Yitao Zhao; Heng-Chao Li 001 (Int. J. Appl. Earth Obs. Geoinformation, 2024)

Flying Bird Object Detection Algorithm in Surveillance Video. - Ziwei Sun; Zexi Hua; Heng-Chao Li 001; Yan Li (CoRR, 2024)

FER-YOLO-Mamba: Facial Expression Detection and Classification Based on Selective State Space. - Hui Ma; Sen Lei; Turgay Çelik 001; Heng-Chao Li 001 (CoRR, 2024)

FBD-SV-2024: Flying Bird Object Detection Dataset in Surveillance Video. - Ziwei Sun; Zexi Hua; Heng-Chao Li 001; Zhi-Peng Qi; Xiang Li; Yan Li; Jin-Chi Zhang (CoRR, 2024)

Exploring Fine-Grained Image-Text Alignment for Referring Remote Sensing Image Segmentation. - Sen Lei; Xinyu Xiao; Heng-Chao Li 001; Zhenwei Shi; Qing Zhu (CoRR, 2024)

Self-Paced Learning Strategy with Easy Sample Prior Based on Confidence for the Flying Bird Object Detection Model Training. - Zi-Wei Sun; Zexi Hua; Heng-Chao Li 001; Yan Li (CoRR, 2024)

COUD: Continual Urbanization Detector for Time Series Building Change Detection. - Yitao Zhao; Heng-Chao Li 001; Sen Lei; Nanqing Liu; Jie Pan; Turgay Çelik 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Feature Dimensionality Reduction With L2,p-Norm-Based Robust Embedding Regression for Classification of Hyperspectral Images. - Yang-Jun Deng; Meng-Long Yang; Heng-Chao Li 001; Chen-Feng Long; Kui Fang; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Unsupervised Classification for Multilook Polarimetric SAR Images via Double Dirichlet Process Mixture Model. - Ze-Chen Li; Heng-Chao Li 001; Gui Gao; Wen Hong; William J. Emery (IEEE Trans. Geosci. Remote. Sens., 2024)

IDA-SiamNet: Interactive- and Dynamic-Aware Siamese Network for Building Change Detection. - Yun-Cheng Li; Sen Lei; Nanqing Liu; Heng-Chao Li 001; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

HiReNet: Hierarchical-Relation Network for Few-Shot Remote Sensing Image Scene Classification. - Feng Tian; Sen Lei; Yingbo Zhou; Jialin Cheng; Guohao Liang; Zhengxia Zou; Heng-Chao Li 001; Zhenwei Shi (IEEE Trans. Geosci. Remote. Sens., 2024)

Multifrequency Graph Convolutional Network With Cross-Modality Mutual Enhancement for Multisource Remote Sensing Data Classification. - Jin-Yu Yang; Heng-Chao Li 001; Jing-Hua Yang; Lei Pan 003; Qian Du 001; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2024)

Spatial-Temporal Weighted and Regularized Tensor Model for Infrared Dim and Small Target Detection. - Jia-Jie Yin; Heng-Chao Li 001; Yu-Bang Zheng; Gui Gao; Yuxin Hu; Ran Tao 003 (IEEE Trans. Geosci. Remote. Sens., 2024)

SSLChange: A Self-Supervised Change Detection Framework Based on Domain Adaptation. - Yitao Zhao; Turgay Çelik 001; Nanqing Liu; Feng Gao 005; Heng-Chao Li 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

A Flying Bird Object Detection Method for Surveillance Video. - Ziwei Sun; Zexi Hua; Heng-Chao Li 001; Yan Li (IEEE Trans. Instrum. Meas., 2024)

Flying Bird Object Detection Algorithm in Surveillance Video Based on Motion Information. - Ziwei Sun; Zexi Hua; Heng-Chao Li 001; Hai-Yan Zhong (IEEE Trans. Instrum. Meas., 2024)

R-LRBPNet: A Lightweight SAR Image Oriented Ship Detection and Classification Method. - Gui Gao; Yuhao Chen; Zhuo Feng; Chuan Zhang; Dingfeng Duan; Hengchao Li 001; Xi Zhang (Remote. Sens., 2024)

FER-VMamba: A robust facial expression recognition framework with global compact attention and hierarchical feature interaction. - Hui Ma; Sen Lei; Hengchao Li 001; Turgay Çelik 001 (Inf. Fusion, 2025)

Memory-Augmented Differential Network for Infrared Small Target Detection. - Yanqiong Liu; Sen Lei; Nanqing Liu; Jie Pan; Heng-Chao Li 001 (IEEE Geosci. Remote. Sens. Lett., 2025)

Tensor network decomposition for data recovery: Recent advancements and future prospects. - Yu-Bang Zheng; Xi-Le Zhao; Heng-Chao Li 001; Chao Li 013; Ting-Zhu Huang; Qibin Zhao (Neural Networks, 2025)

Multidimensional nonlinear transform-based tensor representation for high-dimensional image reconstruction. - Zhi-Wei Shi; Yu-Bang Zheng; Yi Zhang; Heng-Chao Li 001 (Pattern Recognit., 2025)

Fully-connected tensor network decomposition with gradient factors regularization for robust tensor completion. - Bin Xiao; Heng-Chao Li 001; Rui Wang 090; Yu-Bang Zheng (Signal Process., 2025)

Low-Rank Regularized Correlation Filter for Hyperspectral Video Object Tracking. - Na-Na Li; Heng-Chao Li 001; Jian-Li Wang; Xiongfei Geng; Jie Pan (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Multiscale Gaussian Process-Driven Graph Convolutional Neural Network for Polarimetric SAR Image Classification. - Ze-Chen Li; Heng-Chao Li 001; Jing-Hua Yang; Fan Zhang 007; Jie Pan (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Tensor Decomposition-Based Relaxed Linear Regression for Hyperspectral Image Classification. - Yang-Jun Deng; Lv-Wei Zhang; Longfei Ren; Xinghui Zhu; Heng-Chao Li 001; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

An Oriented Ship Detection Method of Remote Sensing Image With Contextual Global Attention Mechanism and Lightweight Task-Specific Context Decoupling. - Gui Gao; Yajun Wang; Yuhao Chen; Gang Yang 006; Libo Yao; Xi Zhang; Heng-Chao Li 001; Gaosheng Li (IEEE Trans. Geosci. Remote. Sens., 2025)

A Multibranch Embedding Network With Bi-Classifier for Few-Shot Ship Classification of SAR Images. - Gui Gao; Meixiang Wang; Ping Zhou; Libo Yao; Xi Zhang; Heng-Chao Li 001; Gaosheng Li (IEEE Trans. Geosci. Remote. Sens., 2025)

Unsupervised Domain Adaptation With Hierarchical Masked Dual-Adversarial Network for End-to-End Classification of Multisource Remote Sensing Data. - Wen-Shuai Hu; Wei Li 032; Heng-Chao Li 001; Xudong Zhao 003; Mengmeng Zhang; Ran Tao 003 (IEEE Trans. Geosci. Remote. Sens., 2025)

Exploring Fine-Grained Image-Text Alignment for Referring Remote Sensing Image Segmentation. - Sen Lei; Xinyu Xiao; Tianlin Zhang; Heng-Chao Li 001; Zhenwei Shi; Qing Zhu (IEEE Trans. Geosci. Remote. Sens., 2025)

PointSAM: Pointly-Supervised Segment Anything Model for Remote Sensing Images. - Nanqing Liu; Xun Xu 002; Yongyi Su; Haojie Zhang; Heng-Chao Li 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Spectral-Temporal Consistency Prior for Cloud Removal From Remote Sensing Images. - Shi-Jun Yang; Yu-Bang Zheng; Heng-Chao Li 001; Yong Chen 013; Qing Zhu (IEEE Trans. Geosci. Remote. Sens., 2025)

Exploring Generalizable Pretraining for Real-World Change Detection via Geometric Estimation. - Yitao Zhao; Sen Lei; Nanqing Liu; Heng-Chao Li 001; Turgay Çelik 001; Qing Zhu (IEEE Trans. Geosci. Remote. Sens., 2025)

Bilateral Tensor Ring Decomposition for Thick Cloud Removal in Multitemporal Remote Sensing Images. - Yu-Bang Zheng; Jia-Le Ma; Heng-Chao Li 001; Zhi-Wei Shi; Qing Zhu (IEEE Trans. Geosci. Remote. Sens., 2025)

Mamba-MOC: A Multicategory Remote Object Counting via State Space Model. - Peng Liu; Sen Lei; Heng-Chao Li 001 (CoRR, 2025)

Co-Paced Learning Strategy Based on Confidence for Flying Bird Object Detection Model Training. - Zi-Wei Sun; Zexi Hua; Heng-Chao Li 001; Yan Li (CoRR, 2025)

SAM-Based Building Change Detection with Distribution-Aware Fourier Adaptation and Edge-Constrained Warping. - Yun-Cheng Li; Sen Lei; Yi-Tao Zhao; Heng-Chao Li 001; Jun Li 009; Antonio Plaza (CoRR, 2025)

Exploring Generalizable Pre-training for Real-world Change Detection via Geometric Estimation. - Yitao Zhao; Sen Lei; Nanqing Liu; Heng-Chao Li 001; Turgay Celik; Qing Zhu (CoRR, 2025)

Global Clue-Guided Cross-Memory Quaternion Transformer Network for Multisource Remote Sensing Data Classification. - Wen-Shuai Hu; Wei Li 032; Heng-Chao Li 001; Feng-Hua Huang; Ran Tao 003 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Fully Tensorized Lightweight ConvLSTM Neural Networks for Hyperspectral Image Classification. - Tian-Yu Ma; Heng-Chao Li 001; Yu-Bang Zheng; Qian Du 001; Antonio Plaza (IEEE Trans. Neural Networks Learn. Syst., 2025)