Heng-Chao Li

191 papers A* 1C 27Journal 156Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Blueprint Multiscale Aware and Linearized Feature Enhancement Network for Efficient Remote Sensing Image Super-Resolution.
IEEE Geosci. Remote. Sens. Lett.
Rui Chen, Nanqing Liu, Yun-Cheng Li, Sen Lei, Heng-Chao Li
2026 J jnl
DNN-aided low-rank and sparse decomposition model for infrared small target detection.
Pattern Recognit.
Jia-Jie Yin, Heng-Chao Li, Yu-Bang Zheng, Xiongfei Geng, Jie Pan
2026 J jnl
MLAgg-UNet: Advancing Medical Image Segmentation With Efficient Transformer and Mamba-Inspired Multi-Scale Sequence.
IEEE J. Biomed. Health Informatics
Jiaxu Jiang, Sen Lei, Heng-Chao Li, Yongjian Sun
2026 J jnl
Multimodal Quaternion Representation Network for Multisource Remote Sensing Data Classification.
IEEE Trans. Neural Networks Learn. Syst.
Yu-Le Wei, Heng-Chao Li, Jian-Li Wang, Yu-Bang Zheng, Jie Pan, Qian Du
2026 J jnl
Semisupervised graph U-Net with G-ConvLSTM for hyperspectral image classification.
Expert Syst. Appl.
Jin-Yu Yang, Heng-Chao Li, Xin-Ru Feng, Feng Gao, Qian Du, Antonio Plaza
2026 J jnl
Tensor Multi-Subspace Representation for Remote Sensing Image Mixed Noise Removal.
IEEE Trans. Neural Networks Learn. Syst.
Jing-Hua Yang, Heng-Chao Li, Meng Ding, Xi-Le Zhao, Wen-Yu Hu
2026 J jnl
Unsupervised Feature Dimensionality Reduction via Latent Low-Rank Embedding Projection for Classification of Hyperspectral Images.
IEEE Trans. Circuits Syst. Video Technol.
Heng-Chao Li, Jun-Qiu Wang, Si-Jia Xiang, Jing-Hua Yang, Qian Du
2025 J jnl
A Multibranch Embedding Network With Bi-Classifier for Few-Shot Ship Classification of SAR Images.
IEEE Trans. Geosci. Remote. Sens.
Gui Gao, Meixiang Wang, Ping Zhou, Libo Yao, Xi Zhang, Heng-Chao Li, Gaosheng Li
2025 J jnl
An Oriented Ship Detection Method of Remote Sensing Image With Contextual Global Attention Mechanism and Lightweight Task-Specific Context Decoupling.
IEEE Trans. Geosci. Remote. Sens.
Gui Gao, Yajun Wang, Yuhao Chen, Gang Yang, Libo Yao, Xi Zhang, Heng-Chao Li, Gaosheng Li
2025 J jnl
Bilateral Tensor Ring Decomposition for Thick Cloud Removal in Multitemporal Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Yu-Bang Zheng, Jia-Le Ma, Heng-Chao Li, Zhi-Wei Shi, Qing Zhu
2025 J jnl
Co-Paced Learning Strategy Based on Confidence for Flying Bird Object Detection Model Training.
CoRR
Zi-Wei Sun, Zexi Hua, Heng-Chao Li, Yan Li
2025 J jnl
Exploring Fine-Grained Image-Text Alignment for Referring Remote Sensing Image Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Sen Lei, Xinyu Xiao, Tianlin Zhang, Heng-Chao Li, Zhenwei Shi, Qing Zhu
2025 J jnl
Exploring Generalizable Pre-training for Real-world Change Detection via Geometric Estimation.
CoRR
Yitao Zhao, Sen Lei, Nanqing Liu, Heng-Chao Li, Turgay Celik, Qing Zhu
2025 J jnl
Exploring Generalizable Pretraining for Real-World Change Detection via Geometric Estimation.
IEEE Trans. Geosci. Remote. Sens.
Yitao Zhao, Sen Lei, Nanqing Liu, Heng-Chao Li, Turgay Çelik, Qing Zhu
2025 J jnl
Fully Tensorized Lightweight ConvLSTM Neural Networks for Hyperspectral Image Classification.
IEEE Trans. Neural Networks Learn. Syst.
Tian-Yu Ma, Heng-Chao Li, Yu-Bang Zheng, Qian Du, Antonio Plaza
2025 J jnl
Fully-connected tensor network decomposition with gradient factors regularization for robust tensor completion.
Signal Process.
Bin Xiao, Heng-Chao Li, Rui Wang, Yu-Bang Zheng
2025 J jnl
Global Clue-Guided Cross-Memory Quaternion Transformer Network for Multisource Remote Sensing Data Classification.
IEEE Trans. Neural Networks Learn. Syst.
Wen-Shuai Hu, Wei Li, Heng-Chao Li, Feng-Hua Huang, Ran Tao
2025 J jnl
Low-Rank Regularized Correlation Filter for Hyperspectral Video Object Tracking.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Na-Na Li, Heng-Chao Li, Jian-Li Wang, Xiongfei Geng, Jie Pan
2025 J jnl
Mamba-MOC: A Multicategory Remote Object Counting via State Space Model.
CoRR
Peng Liu, Sen Lei, Heng-Chao Li
2025 J jnl
Memory-Augmented Differential Network for Infrared Small Target Detection.
IEEE Geosci. Remote. Sens. Lett.
Yanqiong Liu, Sen Lei, Nanqing Liu, Jie Pan, Heng-Chao Li
2025 J jnl
Multidimensional nonlinear transform-based tensor representation for high-dimensional image reconstruction.
Pattern Recognit.
Zhi-Wei Shi, Yu-Bang Zheng, Yi Zhang, Heng-Chao Li
2025 J jnl
Multiscale Gaussian Process-Driven Graph Convolutional Neural Network for Polarimetric SAR Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ze-Chen Li, Heng-Chao Li, Jing-Hua Yang, Fan Zhang, Jie Pan
2025 J jnl
PointSAM: Pointly-Supervised Segment Anything Model for Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Nanqing Liu, Xun Xu, Yongyi Su, Haojie Zhang, Heng-Chao Li
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
Self-paced learning strategy with easy sample prior based on confidence for the flying bird object detection model training.
Signal Image Video Process.
Ziwei Sun, Zexi Hua, Heng-Chao Li, Yan Li
2025 J jnl
Spectral-Temporal Consistency Prior for Cloud Removal From Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Shi-Jun Yang, Yu-Bang Zheng, Heng-Chao Li, Yong Chen, Qing Zhu
2025 J jnl
Tensor Decomposition-Based Relaxed Linear Regression for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yang-Jun Deng, Lv-Wei Zhang, Longfei Ren, Xinghui Zhu, Heng-Chao Li, Qian Du
2025 J jnl
Tensor network decomposition for data recovery: Recent advancements and future prospects.
Neural Networks
Yu-Bang Zheng, Xi-Le Zhao, Heng-Chao Li, Chao Li, Ting-Zhu Huang, Qibin Zhao
2025 J jnl
Tensorized High-Order Hypergraph Convolutional Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Jin-Yu Yang, Jing-Hua Yang, Heng-Chao Li, Shaohui Mei, Qian Du, Antonio Plaza
2025 J jnl
ULADiff: Unmixing-Guided Learnable Abundance-Latent Diffusion for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens.
Zhemin Wei, Heng-Chao Li, Yu-Bang Zheng, Jian-Li Wang, Qian Du
2025 J jnl
Unsupervised Domain Adaptation With Hierarchical Masked Dual-Adversarial Network for End-to-End Classification of Multisource Remote Sensing Data.
IEEE Trans. Geosci. Remote. Sens.
Wen-Shuai Hu, Wei Li, Heng-Chao Li, Xudong Zhao, Mengmeng Zhang, Ran Tao
2024 J jnl
A Flying Bird Object Detection Method for Surveillance Video.
IEEE Trans. Instrum. Meas.
Ziwei Sun, Zexi Hua, Heng-Chao Li, Yan Li
2024 J jnl
CLIP-guided Source-free Object Detection in Aerial Images.
CoRR
Nanqing Liu, Xun Xu, Yongyi Su, Chengxin Liu, Peiliang Gong, Heng-Chao Li
2024 J jnl
COUD: Continual Urbanization Detector for Time Series Building Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yitao Zhao, Heng-Chao Li, Sen Lei, Nanqing Liu, Jie Pan, Turgay Çelik
2024 C conf
Clip-Guided Source-Free Object Detection in Aerial Images.
IGARSS
Nanqing Liu, Xun Xu, Yongyi Su, Chengxin Liu, Peiliang Gong, Heng-Chao Li
2024 J jnl
Exploring Fine-Grained Image-Text Alignment for Referring Remote Sensing Image Segmentation.
CoRR
Sen Lei, Xinyu Xiao, Heng-Chao Li, Zhenwei Shi, Qing Zhu
2024 J jnl
FBD-SV-2024: Flying Bird Object Detection Dataset in Surveillance Video.
CoRR
Ziwei Sun, Zexi Hua, Heng-Chao Li, Zhi-Peng Qi, Xiang Li, Yan Li, Jin-Chi Zhang
2024 J jnl
FER-YOLO-Mamba: Facial Expression Detection and Classification Based on Selective State Space.
CoRR
Hui Ma, Sen Lei, Turgay Çelik, Heng-Chao Li
2024 J jnl
Feature Dimensionality Reduction With L2,p-Norm-Based Robust Embedding Regression for Classification of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Yang-Jun Deng, Meng-Long Yang, Heng-Chao Li, Chen-Feng Long, Kui Fang, Qian Du
2024 J jnl
Flying Bird Object Detection Algorithm in Surveillance Video Based on Motion Information.
IEEE Trans. Instrum. Meas.
Ziwei Sun, Zexi Hua, Heng-Chao Li, Hai-Yan Zhong
2024 J jnl
Flying Bird Object Detection Algorithm in Surveillance Video.
CoRR
Ziwei Sun, Zexi Hua, Heng-Chao Li, Yan Li
2024 J jnl
HiReNet: Hierarchical-Relation Network for Few-Shot Remote Sensing Image Scene Classification.
IEEE Trans. Geosci. Remote. Sens.
Feng Tian, Sen Lei, Yingbo Zhou, Jialin Cheng, Guohao Liang, Zhengxia Zou, Heng-Chao Li, Zhenwei Shi
2024 J jnl
IDA-SiamNet: Interactive- and Dynamic-Aware Siamese Network for Building Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Yun-Cheng Li, Sen Lei, Nanqing Liu, Heng-Chao Li, Qian Du
2024 C conf
Infrared Small Target Detection Based on Weighted Tensor Average Rank Minimization and Directional Structure Tensor.
IGARSS
Xi-Hu Yang, Yu-Bang Zheng, Jia-Jie Yin, Shi-Jun Yang, Heng-Chao Li
2024 J jnl
Multifrequency Graph Convolutional Network With Cross-Modality Mutual Enhancement for Multisource Remote Sensing Data Classification.
IEEE Trans. Geosci. Remote. Sens.
Jin-Yu Yang, Heng-Chao Li, Jing-Hua Yang, Lei Pan, Qian Du, Antonio Plaza
2024 J jnl
PointSAM: Pointly-Supervised Segment Anything Model for Remote Sensing Images.
CoRR
Nanqing Liu, Xun Xu, Yongyi Su, Haojie Zhang, Heng-Chao Li
2024 J jnl
SSLChange: A Self-Supervised Change Detection Framework Based on Domain Adaptation.
IEEE Trans. Geosci. Remote. Sens.
Yitao Zhao, Turgay Çelik, Nanqing Liu, Feng Gao, Heng-Chao Li
2024 J jnl
SSLChange: A Self-supervised Change Detection Framework Based on Domain Adaptation.
CoRR
Yitao Zhao, Turgay Çelik, Nanqing Liu, Feng Gao, Heng-Chao Li
2024 A* conf
SVDinsTN: A Tensor Network Paradigm for Efficient Structure Search from Regularized Modeling Perspective.
CVPR
Yu-Bang Zheng, Xi-Le Zhao, Junhua Zeng, Chao Li, Qibin Zhao, Heng-Chao Li, Ting-Zhu Huang
2024 J jnl
Self-Paced Learning Strategy with Easy Sample Prior Based on Confidence for the Flying Bird Object Detection Model Training.
CoRR
Zi-Wei Sun, Zexi Hua, Heng-Chao Li, Yan Li
2024 J jnl
Semi-supervised object detection with uncurated unlabeled data for remote sensing images.
Int. J. Appl. Earth Obs. Geoinformation
Nanqing Liu, Xun Xu, Yingjie Gao, Yitao Zhao, Heng-Chao Li
2024 C conf
Ship Detection Based on Feature Erasure and Channel-Wise Global Pooling Attention in SAR Images.
IGARSS
Zhihui Zhang, Heng-Chao Li, Pengfei Guo, Yitao Zhao
2024 J jnl
Spatial-Temporal Weighted and Regularized Tensor Model for Infrared Dim and Small Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Jia-Jie Yin, Heng-Chao Li, Yu-Bang Zheng, Gui Gao, Yuxin Hu, Ran Tao
2024 C conf
Toward Distortion-Aware Change Detection in Realistic Scenarios.
IGARSS
Yitao Zhao, Heng-Chao Li, Nanqing Liu, Rui Wang
2024 J jnl
Toward distortion-aware change detection in realistic scenarios.
CoRR
Yitao Zhao, Heng-Chao Li, Nanqing Liu, Rui Wang
2024 J jnl
Unsupervised Classification for Multilook Polarimetric SAR Images via Double Dirichlet Process Mixture Model.
IEEE Trans. Geosci. Remote. Sens.
Ze-Chen Li, Heng-Chao Li, Gui Gao, Wen Hong, William J. Emery
2023 J jnl
Break Through the Border Restriction of Horizontal Bounding Box for Arbitrary-Oriented Ship Detection in SAR Images.
IEEE Geosci. Remote. Sens. Lett.
Pengfei Guo, Turgay Çelik, Nanqing Liu, Heng-Chao Li
2023 J jnl
Convolution and Attention Mixer for Synthetic Aperture Radar Image Change Detection.
CoRR
Haopeng Zhang, Zijing Lin, Feng Gao, Junyu Dong, Qian Du, Heng-Chao Li
2023 J jnl
Convolution and Attention Mixer for Synthetic Aperture Radar Image Change Detection.
IEEE Geosci. Remote. Sens. Lett.
Haopeng Zhang, Zijing Lin, Feng Gao, Junyu Dong, Qian Du, Heng-Chao Li
2023 — conf
Fully Tensorized Convolutional Long Short-Term Memory for Hyperspectral Image Classification.
WHISPERS
Tian-Yu Ma, Heng-Chao Li, Yu-Bang Zheng, Qian Du
2023 J jnl
Hybrid Fully Connected Tensorized Compression Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Heng-Chao Li, Zhi-Xin Lin, Tian-Yu Ma, Xi-Le Zhao, Antonio Plaza, William J. Emery
2023 J jnl
Nearest Neighbor-Based Contrastive Learning for Hyperspectral and LiDAR Data Classification.
CoRR
Meng Wang, Feng Gao, Junyu Dong, Heng-Chao Li, Qian Du
2023 J jnl
Nearest Neighbor-Based Contrastive Learning for Hyperspectral and LiDAR Data Classification.
IEEE Trans. Geosci. Remote. Sens.
Meng Wang, Feng Gao, Junyu Dong, Heng-Chao Li, Qian Du
2023 J jnl
Quaternion Convolutional Neural Network With EMAP Representation for Multisource Remote-Sensing Data Classification.
IEEE Geosci. Remote. Sens. Lett.
Yu-Le Wei, Yu-Bang Zheng, Rui Wang, Heng-Chao Li
2023 J jnl
SVDinsTN: An Integrated Method for Tensor Network Representation with Efficient Structure Search.
CoRR
Yu-Bang Zheng, Xi-Le Zhao, Junhua Zeng, Chao Li, Qibin Zhao, Heng-Chao Li, Ting-Zhu Huang
2023 J jnl
Transformation-Invariant Network for Few-Shot Object Detection in Remote Sensing Images.
CoRR
Nanqing Liu, Xun Xu, Turgay Çelik, Zongxin Gan, Heng-Chao Li
2023 J jnl
Transformation-Invariant Network for Few-Shot Object Detection in Remote-Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Nanqing Liu, Xun Xu, Turgay Çelik, Zongxin Gan, Heng-Chao Li
2023 J jnl
Unsupervised Domain Factorization Network for Thick Cloud Removal of Multitemporal Remotely Sensed Images.
IEEE Trans. Geosci. Remote. Sens.
Jian-Li Wang, Xi-Le Zhao, Heng-Chao Li, Ke-Xiang Cao, Jiaqing Miao, Ting-Zhu Huang
2023 J jnl
What Catch Your Attention in SAR Images: Saliency Detection Based on Soft-Superpixel Lacunarity Cue.
IEEE Trans. Geosci. Remote. Sens.
Fei Ma, Xuejiao Sun, Fan Zhang, Yongsheng Zhou, Heng-Chao Li
2023 J jnl
t-Linear Tensor Subspace Learning for Robust Feature Extraction of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Yang-Jun Deng, Heng-Chao Li, Siqiao Tan, Junhui Hou, Qian Du, Antonio Plaza
2022 J jnl
A
IEEE Trans. Neural Networks Learn. Syst.
Heng-Chao Li, Wen-Shuai Hu, Wei Li, Jun Li, Qian Du, Antonio Plaza
2022 J jnl
A Comparative Analysis of GAN-Based Methods for SAR-to-Optical Image Translation.
IEEE Geosci. Remote. Sens. Lett.
Yitao Zhao, Turgay Çelik, Nanqing Liu, Heng-Chao Li
2022 J jnl
A Multiscale Spectral Features Graph Fusion Method for Hyperspectral Band Selection.
IEEE Trans. Geosci. Remote. Sens.
Weiwei Sun, Gang Yang, Jiangtao Peng, Xiangchao Meng, Ke He, Wei Li, Heng-Chao Li, Qian Du
2022 J jnl
A framework for belief revision under restrictions.
Knowl. Eng. Rev.
Zhiguo Long, Hua Meng, Tianrui Li, Heng-Chao Li, Michael Sioutis
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
Adaptive Cross-Attention-Driven Spatial-Spectral Graph Convolutional Network for Hyperspectral Image Classification.
CoRR
Jin-Yu Yang, Heng-Chao Li, Wen-Shuai Hu, Lei Pan, Qian Du
2022 J jnl
Adaptive Cross-Attention-Driven Spatial-Spectral Graph Convolutional Network for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Jin-Yu Yang, Heng-Chao Li, Wen-Shuai Hu, Lei Pan, Qian Du
2022 J jnl
An Arbitrary-Oriented Object Detector Based on Variant Gaussian Label in Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett.
Tingyu Zhao, Nanqing Liu, Turgay Çelik, Heng-Chao Li
2022 J jnl
Approximating Region Boundaries Based on Qualitative and Quantitative Information.
IEEE Intell. Syst.
Zhiguo Long, Michael Sioutis, Qingqian Li, Hua Meng, Heng-Chao Li
2022 J jnl
CMR-CNN: Cross-Mixing Residual Network for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zhen Yang, Zhipeng Xi, Tao Zhang, Weiwei Guo, Zenghui Zhang, Heng-Chao Li
2022 J jnl
Change Detection From Synthetic Aperture Radar Images via Dual Path Denoising Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Junjie Wang, Feng Gao, Junyu Dong, Qian Du, Heng-Chao Li
2022 J jnl
Change Detection from Synthetic Aperture Radar Images via Dual Path Denoising Network.
CoRR
Junjie Wang, Feng Gao, Junyu Dong, Qian Du, Heng-Chao Li
2022 J jnl
Change Detection in Synthetic Aperture Radar Images Using a Dual-Domain Network.
IEEE Geosci. Remote. Sens. Lett.
Xiaofan Qu, Feng Gao, Junyu Dong, Qian Du, Heng-Chao Li
2022 J jnl
Correction to "Correntropy-Based Autoencoder-Like NMF With Total Variation for Hyperspectral Unmixing".
IEEE Geosci. Remote. Sens. Lett.
Xin-Ru Feng, Heng-Chao Li, Shuang Liu, Hongyan Zhang
2022 J jnl
Correntropy-Based Autoencoder-Like NMF With Total Variation for Hyperspectral Unmixing.
IEEE Geosci. Remote. Sens. Lett.
Xin-Ru Feng, Heng-Chao Li, Shuang Liu, Hongyan Zhang
2022 J jnl
Fully Convolutional Lightweight Pyramid Network for Vehicle Detection in Aerial Images.
IEEE Geosci. Remote. Sens. Lett.
Qingsong Du, Turgay Çelik, Qianli Wang, Heng-Chao Li
2022 J jnl
Gated Ladder-Shaped Feature Pyramid Network for Object Detection in Optical Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett.
Nanqing Liu, Turgay Çelik, Heng-Chao Li
2022 J jnl
Hyperspectral Unmixing Based on Nonnegative Matrix Factorization: A Comprehensive Review.
CoRR
Xin-Ru Feng, Heng-Chao Li, Rui Wang, Qian Du, Xiuping Jia, Antonio Plaza
2022 J jnl
Hyperspectral Unmixing Based on Nonnegative Matrix Factorization: A Comprehensive Review.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xin-Ru Feng, Heng-Chao Li, Rui Wang, Qian Du, Xiuping Jia, Antonio Plaza
2022 J jnl
Incremental SAR Automatic Target Recognition With Error Correction and High Plasticity.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jiaxin Tang, Deliang Xiang, Fan Zhang, Fei Ma, Yongsheng Zhou, Heng-Chao Li
2022 J jnl
Information Fusion for Classification of Hyperspectral and LiDAR Data Using IP-CNN.
IEEE Trans. Geosci. Remote. Sens.
Mengmeng Zhang, Wei Li, Ran Tao, Heng-Chao Li, Qian Du
2022 J jnl
Lightweight Tensorized Neural Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Tian-Yu Ma, Heng-Chao Li, Rui Wang, Qian Du, Xiuping Jia, Antonio Plaza
2022 J jnl
MSNet: A Multiple Supervision Network for Remote Sensing Scene Classification.
IEEE Geosci. Remote. Sens. Lett.
Nanqing Liu, Turgay Çelik, Heng-Chao Li
2022 J jnl
Pseudo Complex-Valued Deformable ConvLSTM Neural Network With Mutual Attention Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Wen-Shuai Hu, Heng-Chao Li, Rui Wang, Feng Gao, Qian Du, Antonio Plaza
2022 J jnl
Recurrent Feedback Convolutional Neural Network for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Heng-Chao Li, Shuang-Shuang Li, Wen-Shuai Hu, Jun-Huan Feng, Weiwei Sun, Qian Du
2022 C conf
Robust Patch Tensor-based Multigraph Embedding for Dimensionality Reduction of Hyperspectral Images.
IGARSS
Yang-Jun Deng, Yi Zhou, Wei-Ye Wang, Xing-Hui Zhu, Heng-Chao Li
2022 J jnl
SAR Image Change Detection Based on Multiscale Capsule Network.
CoRR
Yunhao Gao, Feng Gao, Junyu Dong, Heng-Chao Li
2022 C conf
SAR Image Data Augmentation via Residual and Attention-Based Generative Adversarial Network for Ship Detection.
IGARSS
Yu-Shi Guo, Heng-Chao Li, Wen-Shuai Hu, Wei-Ye Wang
2022 J jnl
Self-Supervised Robust Deep Matrix Factorization for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Heng-Chao Li, Xin-Ru Feng, Donghai Zhai, Qian Du, Antonio Plaza
2022 C conf
Spatially Variant Gamma-WMM with Extended Variational Inference for Unsupervised PolSAR Classification.
IGARSS
Ze-Chen Li, Heng-Chao Li, Wen-Shuai Hu, Lei Pan
2022 J jnl
Synthetic Aperture Radar Image Change Detection via Layer Attention-Based Noise-Tolerant Network.
CoRR
Desen Meng, Feng Gao, Junyu Dong, Qian Du, Heng-Chao Li
2022 J jnl
Synthetic Aperture Radar Image Change Detection via Layer Attention-Based Noise-Tolerant Network.
IEEE Geosci. Remote. Sens. Lett.
Desen Meng, Feng Gao, Junyu Dong, Qian Du, Heng-Chao Li
2022 J jnl
Unsupervised Robust Projection Learning by Low-Rank and Sparse Decomposition for Hyperspectral Feature Extraction.
IEEE Geosci. Remote. Sens. Lett.
Xin Song, Heng-Chao Li, Lei Pan, Yang-Jun Deng, Pu Zhang, Li You, Qian Du
2022 J jnl
Weakly Supervised Building Semantic Segmentation Based on Spot-Seeds and Refinement Process.
Entropy
Khaled Moghalles, Heng-Chao Li, Abdulwahab Alazeb
2021 J jnl
AFDet: Toward More Accurate and Faster Object Detection in Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Nanqing Liu, Turgay Çelik, Tingyu Zhao, Chao Zhang, Heng-Chao Li
2021 J jnl
Accurate Bridge Detection in Aerial Images With an Auxiliary Waterbody Extraction Task.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Haowen Guo, Ruixiang Zhang, Yuxuan Wang, Wen Yang, Heng-Chao Li, Gui-Song Xia
2021 J jnl
Change Detection in Synthetic Aperture Radar Images Using a Dual-Domain Network.
CoRR
Xiaofan Qu, Feng Gao, Junyu Dong, Qian Du, Heng-Chao Li
2021 J jnl
DSPCANet: Dual-Channel Scale-Aware Segmentation Network With Position and Channel Attentions for High-Resolution Aerial Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yun-Cheng Li, Heng-Chao Li, Wen-Shuai Hu, Hui-Ling Yu
2021 J jnl
Generative Adversarial Capsule Network With ConvLSTM for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Wei-Ye Wang, Heng-Chao Li, Yang-Jun Deng, Li-Yang Shao, Xiaoqiang Lu, Qian Du
2021 J jnl
Learning Center Probability Map for Detecting Objects in Aerial Images.
IEEE Trans. Geosci. Remote. Sens.
Jinwang Wang, Wen Yang, Heng-Chao Li, Haijian Zhang, Gui-Song Xia
2021 J jnl
Lightweight Tensor Attention-Driven ConvLSTM Neural Network for Hyperspectral Image Classification.
IEEE J. Sel. Top. Signal Process.
Wen-Shuai Hu, Heng-Chao Li, Yang-Jun Deng, Xian Sun, Qian Du, Antonio Plaza
2021 J jnl
Lightweight attention convolutional neural network through network slimming for robust facial expression recognition.
Signal Image Video Process.
Hui Ma, Turgay Çelik, Heng-Chao Li
2021 J jnl
Random Neighbor Pixel-Block-Based Deep Recurrent Learning for Polarimetric SAR Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Jun Ni, Fan Zhang, Qiang Yin, Yongsheng Zhou, Heng-Chao Li, Wen Hong
2021 J jnl
Research Progress on Few-Shot Learning for Remote Sensing Image Interpretation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xian Sun, Bing Wang, Zhirui Wang, Hao Li, Heng-Chao Li, Kun Fu
2021 J jnl
SAR Image Change Detection Based on Multiscale Capsule Network.
IEEE Geosci. Remote. Sens. Lett.
Yunhao Gao, Feng Gao, Junyu Dong, Heng-Chao Li
2021 C conf
Spatial-Spectral Tensor Graph Convolutional Network for Hyperspectral Image Classification.
IGARSS
Jin-Yu Yang, Heng-Chao Li, Ze-Chen Li, Tian-Yu Ma
2021 J jnl
Synthetic Aperture Radar Image Change Detection via Siamese Adaptive Fusion Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yunhao Gao, Feng Gao, Junyu Dong, Qian Du, Heng-Chao Li
2020 C conf
Change Detection of Polarimetric SAR Images Using Minkowski Log-Ratio Distance.
IGARSS
Shuailin Chen, Xiangli Yang, Tongyuan Zou, Dong Peng, Wen Yang, Heng-Chao Li
2020 J jnl
Discriminative Marginalized Least-Squares Regression for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yuxiang Zhang, Wei Li, Heng-Chao Li, Ran Tao, Qian Du
2020 C conf
Edge-Driven Object Matching for UAV Images and Satellite SAR Images.
IGARSS
Ruixiang Zhang, Fang Xu, Huai Yu, Wen Yang, Heng-Chao Li
2020 C conf
Hyperspectral Image Classification Based on Tensor-Train Convolutional Long Short-Term Memory.
IGARSS
Wen-Shuai Hu, Heng-Chao Li, Tian-Yu Ma, Qian Du, Antonio Plaza, William J. Emery
2020 J jnl
Joint Classification of Hyperspectral and LiDAR Data Using Hierarchical Random Walk and Deep CNN Architecture.
IEEE Trans. Geosci. Remote. Sens.
Xudong Zhao, Ran Tao, Wei Li, Heng-Chao Li, Qian Du, Wenzhi Liao, Wilfried Philips
2020 J jnl
Patch Tensor-Based Multigraph Embedding Framework for Dimensionality Reduction of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Yang-Jun Deng, Heng-Chao Li, Xin Song, Yong-Jian Sun, Xiangrong Zhang, Qian Du
2020 J jnl
Robust Capsule Network Based on Maximum Correntropy Criterion for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Heng-Chao Li, Wei-Ye Wang, Lei Pan, Wei Li, Qian Du, Ran Tao
2020 J jnl
Sparsity-Constrained Coupled Nonnegative Matrix-Tensor Factorization for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Heng-Chao Li, Shuang Liu, Xin-Ru Feng, Shaoquan Zhang
2020 J jnl
Spatial-Spectral Feature Extraction via Deep ConvLSTM Neural Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Wen-Shuai Hu, Heng-Chao Li, Lei Pan, Wei Li, Ran Tao, Qian Du
2019 J jnl
A Filter for SAR Image Despeckling Using Pre-Trained Convolutional Neural Network Model.
Remote. Sens.
Ting Pan, Dong Peng, Wen Yang, Heng-Chao Li
2019 J jnl
Bayesian estimation of generalized Gamma mixture model based on variational EM algorithm.
Pattern Recognit.
Chi Liu, Heng-Chao Li, Kun Fu, Fan Zhang, Mihai Datcu, William J. Emery
2019 — conf
Change Detection of Remote Sensing Images based on Weighted Nonnegative Matrix Factorization.
MultiTemp
Hui Wu, Heng-Chao Li, Gang Yang, Wen Yang
2019 J jnl
Data Augmentation for Hyperspectral Image Classification With Deep CNN.
IEEE Geosci. Remote. Sens. Lett.
Wei Li, Chen Chen, Mengmeng Zhang, Heng-Chao Li, Qian Du
2019 J jnl
Effect Analysis and Spectral Weighting Optimization of Sidelobe Reduction on SAR Image Understanding.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zhihuo Xu, Heng-Chao Li, Quan Shi, Han Wang, Ming Wei, Jiajia Shi, Yeqin Shao
2019 J jnl
Feature Extraction and Classification Based on Spatial-Spectral ConvLSTM Neural Network for Hyperspectral Images.
CoRR
Wen-Shuai Hu, Heng-Chao Li, Lei Pan, Wei Li, Ran Tao, Qian Du
2019 J jnl
Foreword to the Special Issue on Compact Polarimetric SAR.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Gui Gao, Heng-Chao Li, Shane R. Cloude, Jian Yang, Ferdinando Nunziata
2019 J jnl
Hyperspectral Anomaly Detection by Fractional Fourier Entropy.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ran Tao, Xudong Zhao, Wei Li, Heng-Chao Li, Qian Du
2019 C conf
Hyperspectral Unmixing Based on Sparsity-Constrained Nonnegative Matrix Factorization with Adaptive Total Variation.
IGARSS
Xin-Ru Feng, Heng-Chao Li, Rui Wang
2019 J jnl
K-Matrix: A Novel Change-Pattern Mining Method for SAR Image Time Series.
Remote. Sens.
Dong Peng, Ting Pan, Wen Yang, Heng-Chao Li
2019 — conf
PMCMA: Pattern Mining in SAR Time Series by Change Matrix Analysis.
MultiTemp
Dong Peng, Ting Pan, Wen Yang, Heng-Chao Li
2019 J jnl
Robust Weighting Nearest Regularized Subspace Classifier for PolSAR Imagery.
IEEE Signal Process. Lett.
Jun Ni, Fan Zhang, Qiang Yin, Heng-Chao Li
2019 C conf
Semi-Supervised Classification of Polarimetric SAR Images Using Markov Random Field and Two-Level Wishart Mixture Model.
IGARSS
Chi Liu, Wenzhi Liao, Heng-Chao Li, Rui Wang, Wilfried Philips
2019 — conf
Superpixel-Based Urban Change Detection in SAR Images Using Optimal Transport Distance.
JURSE
Dong Peng, Wen Yang, Heng-Chao Li, Xiangli Yang
2019 J jnl
Unsupervised Change Detection Based on a Unified Framework for Weighted Collaborative Representation With RDDL and Fuzzy Clustering.
IEEE Trans. Geosci. Remote. Sens.
Gang Yang, Heng-Chao Li, Wei-Ye Wang, Wen Yang, William J. Emery
2019 J jnl
Unsupervised Change Detection of SAR Images Based on Variational Multivariate Gaussian Mixture Model and Shannon Entropy.
IEEE Geosci. Remote. Sens. Lett.
Gang Yang, Heng-Chao Li, Wen Yang, Kun Fu, Yong-Jian Sun, William J. Emery
2019 J jnl
Variational Bayesian Change Detection of Remote Sensing Images Based on Spatially Variant Gaussian Mixture Model and Separability Criterion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Gang Yang, Heng-Chao Li, Wen Yang, Kun Fu, Turgay Çelik, William J. Emery
2019 J jnl
Variational Textured Dirichlet Process Mixture Model With Pairwise Constraint for Unsupervised Classification of Polarimetric SAR Images.
IEEE Trans. Image Process.
Chi Liu, Heng-Chao Li, Wenzhi Liao, Wilfried Philips, William J. Emery
2018 J jnl
Aircraft Recognition in SAR Images Based on Scattering Structure Feature and Template Matching.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Kun Fu, Fangzheng Dou, Heng-Chao Li, Wenhui Diao, Xian Sun, Guangluan Xu
2018 C conf
Deep Semi-Nonnegative Matrix Factorization Based Unsupervised Change Detection of Remote Sensing Images.
IGARSS
Gang Yang, Heng-Chao Li, Wen Yang, William J. Emery
2018 J jnl
GPU-based fast hyperspectral image classification using joint sparse representation with spectral consistency constraint.
J. Real Time Image Process.
Lei Pan, Heng-Chao Li, Jun Ni, Chen Chen, Xiang-Dong Chen, Qian Du
2018 C conf
Hyperspectral Image Classification Based on Capsule Network.
IGARSS
Wei-Ye Wang, Heng-Chao Li, Lei Pan, Gang Yang, Qian Du
2018 J jnl
Hyperspectral Image Reconstruction by Latent Low-Rank Representation for Classification.
IEEE Geosci. Remote. Sens. Lett.
Lei Pan, Heng-Chao Li, Yong-Jian Sun, Qian Du
2018 J jnl
Hyperspectral Unmixing Using Sparsity-Constrained Deep Nonnegative Matrix Factorization With Total Variation.
IEEE Trans. Geosci. Remote. Sens.
Xin-Ru Feng, Heng-Chao Li, Jun Li, Qian Du, Antonio Plaza, William J. Emery
2018 J jnl
Modified Tensor Locality Preserving Projection for Dimensionality Reduction of Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett.
Yang-Jun Deng, Heng-Chao Li, Lei Pan, Li-Yang Shao, Qian Du, William J. Emery
2018 J jnl
Nuclear norm-based matrix regression preserving embedding for face recognition.
Neurocomputing
Yang-Jun Deng, Heng-Chao Li, Qi Wang, Qian Du
2018 J jnl
Special issue on advances in real-time image processing for remote sensing.
J. Real Time Image Process.
Chen Chen, Wei Li, Lianru Gao, Heng-Chao Li, Javier 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
Tensor Low-Rank Discriminant Embedding for Hyperspectral Image Dimensionality Reduction.
IEEE Trans. Geosci. Remote. Sens.
Yang-Jun Deng, Heng-Chao Li, Kun Fu, Qian Du, William J. Emery
2018 J jnl
Unsupervised Classification of Multilook Polarimetric SAR Data Using Spatially Variant Wishart Mixture Model with Double Constraints.
IEEE Trans. Geosci. Remote. Sens.
Chi Liu, Wenzhi Liao, Heng-Chao Li, Kun Fu, Wilfried Philips
2017 J jnl
A Deep Collaborative Computing Based SAR Raw Data Simulation on Multiple CPU/GPU Platform.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Fan Zhang, Chen Hu, Wei Li, Wei Hu, Pengbo Wang, Heng-Chao Li
2017 J jnl
Centralized Collaborative Sparse Unmixing for Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Rui Wang, Heng-Chao Li, Wenzhi Liao, Xin Huang, Wilfried Philips
2017 J jnl
Discriminant Analysis of Hyperspectral Imagery Using Fast Kernel Sparse and Low-Rank Graph.
IEEE Trans. Geosci. Remote. Sens.
Lei Pan, Heng-Chao Li, Wei Li, Xiang-Dong Chen, Guangning Wu, Qian Du
2017 J jnl
Hyperspectral Dimensionality Reduction by Tensor Sparse and Low-Rank Graph-Based Discriminant Analysis.
Remote. Sens.
Lei Pan, Heng-Chao Li, Yang-Jun Deng, Fan Zhang, Xiang-Dong Chen, Qian Du
2017 J jnl
Hyperspectral Image Classification via Low-Rank and Sparse Representation With Spectral Consistency Constraint.
IEEE Geosci. Remote. Sens. Lett.
Lei Pan, Heng-Chao Li, Hua Meng, Wei Li, Qian Du, William J. Emery
2017 J jnl
Hyperspectral 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 J jnl
Multi-Aspect-Aware Bidirectional LSTM Networks for Synthetic Aperture Radar Target Recognition.
IEEE Access
Fan Zhang, Chen Hu, Qiang Yin, Wei Li, Heng-Chao Li, Wen Hong
2017 C conf
Non-negative matrix factorization with mixture of Itakura-Saito divergence for SAR images.
IGARSS
Chi Liu, Wenzhi Liao, Heng-Chao Li, Wilfried Philips
2017 J jnl
Polarimetric SAR Despeckling by Integrating Stochastic Sampling and Contextual Patch Dissimilarity Exploration.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Tianheng Yan, Wen Yang, Xiangli Yang, Carlos López-Martínez, Heng-Chao Li, Mingsheng Liao
2017 J jnl
SAR Target Recognition Using the Multi-aspect-aware Bidirectional LSTM Recurrent Neural Networks.
CoRR
Fan Zhang, Chen Hu, Qiang Yin, Wei Li, Heng-Chao Li, Wen Hong
2017 C conf
Spatial weighted sparse regression for hyperspectral image unmixing.
IGARSS
Shaoquan Zhang, Jun Li, Javier Plaza, Heng-Chao Li, Antonio Plaza
2017 C conf
Tensor locality preserving projection for hyperspectral image classification.
IGARSS
Yang-Jun Deng, Heng-Chao Li, Lei Pan, William J. Emery
2017 — conf
Unsupervised change detection of remote sensing images using superpixel segmentation and variational Gaussian mixture model.
MultiTemp
Gang Yang, Heng-Chao Li, Chi Liu
2017 J jnl
ℋ Distribution for Multilook Polarimetric SAR Data.
IEEE Geosci. Remote. Sens. Lett.
Chi Liu, Heng-Chao Li, Xian Sun, William J. Emery
2016 C conf
A multitexture model of multilook polarimetric SAR data based on generalized gamma distribution.
IGARSS
Heng-Chao Li, Chi Liu
2016 C conf
Double reweighted sparse regression for hyperspectral unmixing.
IGARSS
Rui Wang, Heng-Chao Li, Wenzhi Liao, Aleksandra Pizurica
2016 — conf
Hyperspectral unmixing by reweighted low rank and total variation.
WHISPERS
Rui Wang, Wenzhi Liao, Heng-Chao Li, Hongyan Zhang, Aleksandra Pizurica
2016 C conf
Locality constrained low-rank representation for hyperspectral image classification.
IGARSS
Lei Pan, Heng-Chao Li, Xiang-Dong Chen
2016 J jnl
Unsupervised Learning of Generalized Gamma Mixture Model With Application in Statistical Modeling of High-Resolution SAR Images.
IEEE Trans. Geosci. Remote. Sens.
Heng-Chao Li, Vladimir A. Krylov, Ping-Zhi Fan, Josiane Zerubia, William J. Emery
2015 J jnl
Deep Convolutional Neural Networks for Hyperspectral Image Classification.
J. Sensors
Wei Hu, Yangyu Huang, Wei Li, Fan Zhang, Heng-Chao Li
2015 J jnl
Gabor Feature Based Unsupervised Change Detection of Multitemporal SAR Images Based on Two-Level Clustering.
IEEE Geosci. Remote. Sens. Lett.
Heng-Chao Li, Turgay Çelik, Nathan Longbotham, William J. Emery
2015 C conf
Hyperspectral image classification by sparse representation with nonlocal adaptive dictionary.
IGARSS
Yi Long, Heng-Chao Li
2015 J jnl
Pairwise-Distance-Analysis-Driven Dimensionality Reduction Model with Double Mappings for Hyperspectral Image Visualization.
Remote. Sens.
Yi Long, Heng-Chao Li, Turgay Çelik, Nathan Longbotham, William J. Emery
2014 J jnl
Accelerating Time-Domain SAR Raw Data Simulation for Large Areas Using Multi-GPUs.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Fan Zhang, Chen Hu, Wei Li, Wei Hu, Heng-Chao Li
2014 C conf
Nonlocal similarity regularization for sparse hyperspectral unmixing.
IGARSS
Rui Wang, Heng-Chao Li
2014 C conf
Unsupervised change detection of remote sensing images based on semi-nonnegative matrix factorization.
IGARSS
Heng-Chao Li, Nathan Longbotham, William J. Emery
2013 J jnl
Bayesian Wavelet Shrinkage With Heterogeneity-Adaptive Threshold for SAR Image Despeckling Based on Generalized Gamma Distribution.
IEEE Trans. Geosci. Remote. Sens.
Heng-Chao Li, Wen Hong, Yirong Wu, Ping-Zhi Fan
2013 C conf
FRFT-based improved algorithm of unsupervised change detection in SAR images via PCA and K-means clustering.
IGARSS
Yongqiang Cheng, Heng-Chao Li, Turgay Çelik, Fan Zhang
2012 C conf
MCMC estimation of finite generalized gamma mixture model.
IGARSS
Yan-Hui Zou, Heng-Chao Li
2012 C conf
Relaxed generalized minimum-error thresholoding for unsupervised change detection from SAR amplitude images.
IGARSS
Lei Shen, Heng-Chao Li
2011 J jnl
On the Empirical-Statistical Modeling of SAR Images With Generalized Gamma Distribution.
IEEE J. Sel. Top. Signal Process.
Heng-Chao Li, Wen Hong, Yirong Wu, Ping-Zhi Fan
2010 J jnl
An Efficient and Flexible Statistical Model Based on Generalized Gamma Distribution for Amplitude SAR Images.
IEEE Trans. Geosci. Remote. Sens.
Heng-Chao Li, Wen Hong, Yirong Wu, Ping-Zhi Fan
2007 J jnl
Texture-Preserving Despeckling of SAR Images Using Evidence Framework.
IEEE Geosci. Remote. Sens. Lett.
Heng-Chao Li, Wen Hong, Yirong Wu, Heng-Ming Tai
2006 — conf
Research of Chaos Theory and Local Support Vector Machine in Effective Prediction of VBR MPEG Video Traffic.
ICIC (1)
Heng-Chao Li, Wen Hong, Yirong Wu, Si-Jie Xu