Hongyan Zhang

173 papers A* 2B 3C 31Misc 2Journal 121Unranked 14
YearRankTypeTitle / Venue / Authors
2026 A* conf
Self-Supervised One-Step Diffusion Refinement for Snapshot Compressive Imaging.
AAAI
Shaoguang Huang, Yunzhen Wang, Haijin Zeng, Hongyu Chen, Hongyan Zhang
2026 J jnl
Toward Complex Backgrounds: A Unified Difference-Aware Decoder for Binary Segmentation.
IEEE Trans. Circuits Syst. Video Technol.
Jiepan Li, Wei He, Fangxiao Lu, Hongyan Zhang
2026 J jnl
Unsupervised High-Order Implicit Neural Representation With Line Attention for Metal Artifact Reduction.
IEEE Trans. Medical Imaging
Hongyu Chen, Shaoguang Huang, Wei He, Guangyi Yang, Hongyan Zhang
2025 J jnl
Cross-regional sample generation based on Cropland Data Layer for large-scale winter wheat mapping: A case study of Huang-Huai-Hai Plain, China.
Int. J. Appl. Earth Obs. Geoinformation
Man Liu, Wei He, Hongyan Zhang
2025 J jnl
Heterogeneous Data-Based Global-to-Local Cross-Domain Few-Shot Classification Method of Hyperspectral Image.
IEEE Trans. Geosci. Remote. Sens.
Shaoguang Huang, Kun Zhao, Hongyu Chen, Hongyan Zhang
2025 Misc conf
Heterogeneous Data-based Cross-domain Few-shot Classification Method of Hyperspectral Image.
ICASSP
Kun Zhao, Shaoguang Huang, Hongyu Chen, Hongyan Zhang
2025 J jnl
Hyperspectral Image Classification Based on a Locally Enhanced Transformer Network.
IEEE Trans. Geosci. Remote. Sens.
Shaoguang Huang, Wei Xiao, Hongyu Chen, Siti Khairunniza-Bejo, Hongyan Zhang
2025 J jnl
KDGraph: A Keypoint Detection Method for Road Graph Extraction From Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Wei He, Ruoyao Xue, Fangxiao Lu, Jinjun Xu, Hongyan Zhang
2025 J jnl
MASDG: Multiview Augmented Single-Source Domain Generalization Method for Robust Remote Sensing Building Extraction.
IEEE Trans. Geosci. Remote. Sens.
Yunjiao Liu, Yuanyuan Liu, Kejun Liu, Yuxuan Huang, Chang Tang, Wujie Zhou, Zhe Chen, Wei Xiang, Hongyan Zhang
2025 J jnl
PMTSeg: Prompt-Driven Multimodal Transformer for Task-Adapted Remote Sensing Image Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Kejun Liu, Xuesong Yan, Yuanyuan Liu, Chang Tang, Yibing Zhan, Wei Luo, Wujie Zhou, Hongyan Zhang
2025 J jnl
SAM-CTMapper: Utilizing segment anything model and scale-aware mixed CNN-Transformer facilitates coastal wetland hyperspectral image classification.
Int. J. Appl. Earth Obs. Geoinformation
Jiaqi Zou, Wei He, Haifeng Wang, Hongyan Zhang
2025 J jnl
TANet: Thin Cloud-Aware Network for Cloud Detection in Optical Remote Sensing Image.
IEEE Trans. Geosci. Remote. Sens.
Xinyi Xu, Wei He, Yu Xia, Hongyan Zhang, Yuwei Wu, Zhen Jiang, Ting Hu
2025 J jnl
Toward Faithful Scene-Adaptive Knowledge for Semantic Segmentation of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Yue Liao, Wei He, Guangyi Yang, Hongyan Zhang
2024 C conf
A Locally Enhanced Transformer Network for Hyperspectral Image Classification.
IGARSS
Wei Xiao, Shaoguang Huang, Mbulisi Sibanda, Elhadi Adam, Hongyan Zhang
2024 — conf
A Novel Multi-scale Feature Fusion Based Network for Hyperspectral and Multispectral Image Fusion.
PRCV (13)
Shuai Dong, Shaoguang Huang, Jinhan Zhang, Hongyan Zhang
2024 J jnl
An Unsupervised Dehazing Network With Hybrid Prior Constraints for Hyperspectral Image.
IEEE Trans. Geosci. Remote. Sens.
Wei He, Mengyuan Wang, Yong Chen, Hongyan Zhang
2024 J jnl
CRformer: Multi-modal data fusion to reconstruct cloud-free optical imagery.
Int. J. Appl. Earth Obs. Geoinformation
Yu Xia, Wei He, Qi Huang, Guoying Yin, Wenbin Liu, Hongyan Zhang
2024 C conf
Cross Modal Few Shot Learning for Tree Species Classification Using Airborne Hyperspectral Images.
IGARSS
Lei Hu, Wei He, Hongyan Zhang
2024 J jnl
Cross-City Semantic Segmentation (C2Seg) in Multimodal Remote Sensing: Outcome of the 2023 IEEE WHISPERS C2Seg Challenge.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yuheng Liu, Ye Wang, Yifan Zhang, Shaohui Mei, Jiaqi Zou, Zhuohong Li, Fangxiao Lu, Wei He, Hongyan Zhang, Huilin Zhao, Chuan Chen, Cong Xia, Hao Li, Gemine Vivone, Ronny Hänsch, Gülsen Taskin Kaya, Jing Yao, A. K. Qin, Bing Zhang, Jocelyn Chanussot, Danfeng Hong
2024 C conf
Detector-Free Multimodal Image Matching.
IGARSS
Yuyan Liu, Wei He, Hongyan Zhang, Mbulisi Sibanda, Elhadi Adam
2024 J jnl
Efficient One-Step Diffusion Refinement for Snapshot Compressive Imaging.
CoRR
Yunzhen Wang, Haijin Zeng, Shaoguang Huang, Hongyu Chen, Hongyan Zhang
2024 J jnl
G2LDIE: Global-to-Local Dynamic Information Enhancement Framework for Weakly Supervised Building Extraction From Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Jiaxing Sun, Wei He, Hongyan Zhang
2024 J jnl
GRiD: Guided Refinement for Detector-Free Multimodal Image Matching.
IEEE Trans. Image Process.
Yuyan Liu, Wei He, Hongyan Zhang
2024 — conf
Generalized Few-Shot Meets Remote Sensing: Discovering Novel Classes in Land Cover Mapping via Hybrid Semantic Segmentation Framework.
CVPR Workshops
Zhuohong Li, Fangxiao Lu, Jiaqi Zou, Lei Hu, Hongyan Zhang
2024 J jnl
Generalized Few-Shot Meets Remote Sensing: Discovering Novel Classes in Land Cover Mapping via Hybrid Semantic Segmentation Framework.
CoRR
Zhuohong Li, Fangxiao Lu, Jiaqi Zou, Lei Hu, Hongyan Zhang
2024 J jnl
Hider: A Hyperspectral Image Denoising Transformer With Spatial-Spectral Constraints for Hybrid Noise Removal.
IEEE Trans. Neural Networks Learn. Syst.
Hongyu Chen, Guangyi Yang, Hongyan Zhang
2024 C conf
Identifying Every Building's Function in Large-Scale Urban areas with Multi-Modality Remote-Sensing Data.
IGARSS
Zhuohong Li, Wei He, Jiepan Li, Hongyan Zhang
2024 J jnl
Identifying every building's function in large-scale urban areas with multi-modality remote-sensing data.
CoRR
Zhuohong Li, Wei He, Jiepan Li, Hongyan Zhang
2024 A* conf
Learning without Exact Guidance: Updating Large-Scale High-Resolution Land Cover Maps from Low-Resolution Historical Labels.
CVPR
Zhuohong Li, Wei He, Jiepan Li, Fangxiao Lu, Hongyan Zhang
2024 J jnl
Learning without Exact Guidance: Updating Large-scale High-resolution Land Cover Maps from Low-resolution Historical Labels.
CoRR
Zhuohong Li, Wei He, Jiepan Li, Fangxiao Lu, Hongyan Zhang
2024 J jnl
Multitarget Domain Adaptation Building Instance Extraction of Remote Sensing Imagery With Domain-Common Approximation Learning.
IEEE Trans. Geosci. Remote. Sens.
Fayong Zhang, Kejun Liu, Yuanyuan Liu, Chaofan Wang, Wujie Zhou, Hongyan Zhang, Lizhe Wang
2024 C conf
Overcoming the Uncertainty Challenges in Flood Rapid Mapping with Multi-Source Optical Data.
IGARSS
Jiepan Li, He Huang, Wei He, Hongyan Zhang, Liangpei Zhang
2024 C conf
Overcoming the Uncertainty Challenges in Flood Rapid Mapping with SAR Data.
IGARSS
He Huang, Jiepan Li, Wei He, Hongyan Zhang, Liangpei Zhang
2024 J jnl
PSFormer: Pyramid Superpixel Transformer for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Jiaqi Zou, Wei He, Hongyan Zhang
2024 J jnl
Pretrain a Remote Sensing Foundation Model by Promoting Intra-Instance Similarity.
IEEE Trans. Geosci. Remote. Sens.
Xiao An, Wei He, Jiaqi Zou, Guangyi Yang, Hongyan Zhang
2024 J jnl
SOSSF: Landsat-8 Image Synthesis on the Blending of Sentinel-1 and MODIS Data.
IEEE Trans. Geosci. Remote. Sens.
Yu Xia, Wei He, Qi Huang, Hongyu Chen, He Huang, Hongyan Zhang
2024 J jnl
STFDiff: Remote sensing image spatiotemporal fusion with diffusion models.
Inf. Fusion
He Huang, Wei He, Hongyan Zhang, Yu Xia, Liangpei Zhang
2024 J jnl
Spatial and Cluster Structural Prior-Guided Subspace Clustering for Hyperspectral Image.
IEEE Trans. Geosci. Remote. Sens.
Shaoguang Huang, Haijin Zeng, Hongyu Chen, Hongyan Zhang
2024 J jnl
UANet: An Uncertainty-Aware Network for Building Extraction From Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Jiepan Li, Wei He, Weinan Cao, Liangpei Zhang, Hongyan Zhang
2024 J jnl
Wetting or greening? Probing the global trends in Vegetation Condition Index (VCI).
Int. J. Appl. Earth Obs. Geoinformation
Guoying Yin, Wei He, Xiangyu Liu, Yu Xia, Hongyan Zhang
2023 C conf
A New Cloud Feature Difference Loss For Enhancing The Detection Of Clouds In Remote Sensing Images.
IGARSS
Xinyi Xu, Wei He, Yu Xia, Hongyan Zhang
2023 J jnl
A Spatial-Spectral Transformer Network With Total Variation Loss for Hyperspectral Image Denoising.
IEEE Geosci. Remote. Sens. Lett.
Mengyuan Wang, Wei He, Hongyan Zhang
2023 J jnl
A novel habitat adaptability evaluation indicator (HAEI) for predicting yield of county-level winter wheat in China base on multisource climate data from 2001 to 2020.
Int. J. Appl. Earth Obs. Geoinformation
Xiaobin Xu, Wei He, Hongyan Zhang
2023 J jnl
Building Extraction from Remote Sensing Images via an Uncertainty-Aware Network.
CoRR
Wei He, Jiepan Li, Weinan Cao, Liangpei Zhang, Hongyan Zhang
2023 J jnl
Cross-Domain Meta-Learning Under Dual-Adjustment Mode for Few-Shot Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Lei Hu, Wei He, Liangpei Zhang, Hongyan Zhang
2023 J jnl
Cross-region plastic greenhouse segmentation and counting using the style transfer and dual-task networks.
Comput. Electron. Agric.
Xiangyu Liu, Wei He, Hongyan Zhang
2023 J jnl
Degradation-Noise-Aware Deep Unfolding Transformer for Hyperspectral Image Denoising.
CoRR
Haijin Zeng, Jiezhang Cao, Kai Feng, Shaoguang Huang, Hongyan Zhang, Hiep Luong, Wilfried Philips
2023 J jnl
ESCNet: An End-to-End Superpixel-Enhanced Change Detection Network for Very-High-Resolution Remote Sensing Images.
IEEE Trans. Neural Networks Learn. Syst.
Hongyan Zhang, Manhui Lin, Guangyi Yang, Liangpei Zhang
2023 J jnl
From Model-Based Optimization Algorithms to Deep Learning Models for Clustering Hyperspectral Images.
Remote. Sens.
Shaoguang Huang, Hongyan Zhang, Haijin Zeng, Aleksandra Pizurica
2023 J jnl
GLoCNet: Robust Feature Matching With Global-Local Consistency Network for Remote Sensing Image Registration.
IEEE Trans. Geosci. Remote. Sens.
Yuyan Liu, Wei He, Hongyan Zhang
2023 J jnl
Heterogeneous Regularization-Based Tensor Subspace Clustering for Hyperspectral Band Selection.
IEEE Trans. Neural Networks Learn. Syst.
Shaoguang Huang, Hongyan Zhang, Jize Xue, Aleksandra Pizurica
2023 J jnl
MSFA-Frequency-Aware Transformer for Hyperspectral Images Demosaicing.
CoRR
Haijin Zeng, Kai Feng, Shaoguang Huang, Jiezhang Cao, Yongyong Chen, Hongyan Zhang, Hiep Luong, Wilfried Philips
2023 J jnl
Mapping annual 10 m rapeseed extent using multisource data in the Yangtze River Economic Belt of China (2017-2021) on Google Earth Engine.
Int. J. Appl. Earth Obs. Geoinformation
Wenbin Liu, Hongyan Zhang
2023 — conf
Multimodal Unsupervised Domain Adaptation for Remote Sensing Image Segmentation.
WHISPERS
Jiaqi Zou, Zhuohong Li, Fangxiao Lu, Wei He, Hongyan Zhang
2023 J jnl
National-scale 1-m resolution land-cover mapping for the entire China based on a low-cost solution and open-access data.
CoRR
Zhuohong Li, Wei He, Hongyan Zhang
2023 J jnl
Phenology-assisted supervised paddy rice mapping with the Landsat imagery on Google Earth Engine: Experiments in Heilongjiang Province of China from 1990 to 2020.
Comput. Electron. Agric.
Chengkang Zhang, Hongyan Zhang, Sijing Tian
2023 J jnl
Transition Is a Process: Pair-to-Video Change Detection Networks for Very High Resolution Remote Sensing Images.
IEEE Trans. Image Process.
Manhui Lin, Guangyi Yang, Hongyan Zhang
2022 J jnl
A Gather-to-Guide Network for Remote Sensing Semantic Segmentation of RGB and Auxiliary Image.
IEEE Trans. Geosci. Remote. Sens.
Xianwei Zheng, Xiujie Wu, Linxi Huan, Wei He, Hongyan Zhang
2022 J jnl
A Local-Global Dual-Stream Network for Building Extraction From Very-High-Resolution Remote Sensing Images.
IEEE Trans. Neural Networks Learn. Syst.
Hongyan Zhang, Yue Liao, Honghai Yang, Guangyi Yang, Liangpei Zhang
2022 J jnl
A Mutual Information Domain Adaptation Network for Remotely Sensed Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Hongyu Chen, Hongyan Zhang, Guangyi Yang, Shengyang Li, Liangpei Zhang
2022 J jnl
A Structural Subspace Clustering Approach for Hyperspectral Band Selection.
IEEE Trans. Geosci. Remote. Sens.
Shaoguang Huang, Hongyan Zhang, Aleksandra Pizurica
2022 J jnl
Anisotropic Spatial-Spectral Total Variation Regularized Double Low-Rank Approximation for HSI Denoising and Destriping.
IEEE Trans. Geosci. Remote. Sens.
Jingyi Cai, Wei He, Hongyan Zhang
2022 C conf
Autoencoder in Autoencoder Network Based on Low-Rank Embedding for Anomaly Detection in Hyperspectral Images.
IGARSS
Weinan Cao, Hongyan Zhang, Wei He, Hongyu Chen, Ewe Hong Tat
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
Double Attention Based Multilevel One-Dimensional Convolution Neural Network for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Han Zhai, Jie Zhao, Hongyan Zhang
2022 J jnl
Double Low-Rank Matrix Decomposition for Hyperspectral Image Denoising and Destriping.
IEEE Trans. Geosci. Remote. Sens.
Hongyan Zhang, Jingyi Cai, Wei He, Huanfeng Shen, Liangpei Zhang
2022 J jnl
EMS-GCN: An End-to-End Mixhop Superpixel-Based Graph Convolutional Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Hongyan Zhang, Jiaqi Zou, Liangpei Zhang
2022 J jnl
Hybrid-Hypergraph Regularized Multiview Subspace Clustering for Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Shaoguang Huang, Hongyan Zhang, Aleksandra Pizurica
2022 J jnl
Hyperspectral Image Denoising Using Factor Group Sparsity-Regularized Nonconvex Low-Rank Approximation.
IEEE Trans. Geosci. Remote. Sens.
Yong Chen, Ting-Zhu Huang, Wei He, Xi-Le Zhao, Hongyan Zhang, Jinshan Zeng
2022 J jnl
Hyperspectral Image Restoration by Tensor Fibered Rank Constrained Optimization and Plug-and-Play Regularization.
IEEE Trans. Geosci. Remote. Sens.
Yun-Yang Liu, Xi-Le Zhao, Yu-Bang Zheng, Tian-Hui Ma, Hongyan Zhang
2022 J jnl
LESSFormer: Local-Enhanced Spectral-Spatial Transformer for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Jiaqi Zou, Wei He, Hongyan Zhang
2022 C conf
MSBRNet: Multi-Scale Background Reconstruction Network with Low-Rank Embedding for Anomaly Detection in Hyperspectral Images.
IGARSS
Weinan Cao, Hongyan Zhang, Wei He, Hongyu Chen, Ewe Hong Tat
2022 C conf
Multi-Stage Pseudo-Label Iteration Framework for Semi-Supervised Land-Cover Mapping.
IGARSS
Zhuohong Li, Jiaqi Zou, Fangxiao Lu, Hongyan Zhang
2022 J jnl
Multiyear Automated Mapping and Price Analysis of Garlic in Main Planting Areas of China Using Time-Series Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hongyan Zhang, Fangfang Xiao, Wei He, Zhaoyang Chai, Hong-Tat Ewe
2022 J jnl
Non-Local Meets Global: An Iterative Paradigm for Hyperspectral Image Restoration.
IEEE Trans. Pattern Anal. Mach. Intell.
Wei He, Quanming Yao, Chao Li, Naoto Yokoya, Qibin Zhao, Hongyan Zhang, Liangpei Zhang
2022 J jnl
Remote Sensing Image Spatiotemporal Fusion via a Generative Adversarial Network With One Prior Image Pair.
IEEE Trans. Geosci. Remote. Sens.
Yiyao Song, Hongyan Zhang, He Huang, Liangpei Zhang
2022 — conf
Spectrum-Aware and Transferable Architecture Search for Hyperspectral Image Restoration.
ECCV (19)
Wei He, Quanming Yao, Naoto Yokoya, Tatsumi Uezato, Hongyan Zhang, Liangpei Zhang
2022 J jnl
Subspace Clustering for Hyperspectral Images via Dictionary Learning With Adaptive Regularization.
IEEE Trans. Geosci. Remote. Sens.
Shaoguang Huang, Hongyan Zhang, Aleksandra Pizurica
2022 J jnl
The Outcome of the 2021 IEEE GRSS Data Fusion Contest - Track MSD: Multitemporal Semantic Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zhuohong Li, Fangxiao Lu, Hongyan Zhang, Lilin Tu, Jiayi Li, Xin Huang, Caleb Robinson, Nikolay Malkin, Nebojsa Jojic, Pedram Ghamisi, Ronny Hänsch, Naoto Yokoya
2022 J jnl
Towards Complex Backgrounds: A Unified Difference-Aware Decoder for Binary Segmentation.
CoRR
Jiepan Li, Wei He, Hongyan Zhang
2022 J jnl
Unsupervised Spectral-Spatial Semantic Feature Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Huilin Xu, Wei He, Liangpei Zhang, Hongyan Zhang
2021 C conf
A Multi-Model Fusion of Convolution Neural Network and Random Forest for Detecting Settlements Without Electricity.
IGARSS
Yu Xia, Qi Huang, Hongyan Zhang
2021 C conf
A New Comprehensive Drought Index Based on Response Adjustment for Vegetation Types.
IGARSS
Guoying Yin, Hongyan Zhang, Liangpei Zhang
2021 J jnl
A Superpixel Guided Sample Selection Neural Network for Handling Noisy Labels in Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Huilin Xu, Hongyan Zhang, Liangpei Zhang
2021 J jnl
An automated early-season method to map winter wheat using time-series Sentinel-2 data: A case study of Shandong, China.
Comput. Electron. Agric.
Hongyan Zhang, Hongyu Du, Chengkang Zhang, Liangpei Zhang
2021 C conf
Change Cross-Detection Based on Label Improvements and Multi-Model Fusion for Multi-Temporal Remote Sensing Images.
IGARSS
Zhuohong Li, Fangxiao Lu, Hongyan Zhang, Guangyi Yang, Liangpei Zhang
2021 J jnl
LR-Net: Low-Rank Spatial-Spectral Network for Hyperspectral Image Denoising.
IEEE Trans. Image Process.
Hongyan Zhang, Hongyu Chen, Guangyi Yang, Liangpei Zhang
2021 J jnl
Large-Scale Semantic 3-D Reconstruction: Outcome of the 2019 IEEE GRSS Data Fusion Contest - Part A.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Saket Kunwar, Hongyu Chen, Manhui Lin, Hongyan Zhang, Pablo d'Angelo, Daniele Cerra, Seyed Majid Azimi, Myron Brown, Gregory D. Hager, Naoto Yokoya, Ronny Hänsch, Bertrand Le Saux
2021 J jnl
Multi-temporal cloud detection based on robust PCA for optical remote sensing imagery.
Comput. Electron. Agric.
Hongyan Zhang, Qi Huang, Han Zhai, Liangpei Zhang
2021 J jnl
Nonlocal Means Regularized Sketched Reweighted Sparse and Low-Rank Subspace Clustering for Large Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li
2021 — conf
Phenology Alignment Network: A Novel Framework for Cross-Regional Time Series Crop Classification.
CVPR Workshops
Ziqiao Wang, Hongyan Zhang, Wei He, Liangpei Zhang
2021 J jnl
Remote Sensing Image Spatiotemporal Fusion Using a Generative Adversarial Network.
IEEE Trans. Geosci. Remote. Sens.
Hongyan Zhang, Yiyao Song, Chang Han, Liangpei Zhang
2021 J jnl
Sparsity-Based Clustering for Large Hyperspectral Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li
2021 J jnl
Spatial domain bridge transfer : An automated paddy rice mapping method with no training data required and decreased image inputs for the large cloudy area.
Comput. Electron. Agric.
Chengkang Zhang, Hongyan Zhang, Liangpei Zhang
2021 J jnl
The Outcome of the 2021 IEEE GRSS Data Fusion Contest - Track DSE: Detection of Settlements Without Electricity.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yanbiao Ma, Yuxin Li, Kexin Feng, Yu Xia, Qi Huang, Hongyan Zhang, Colin Prieur, Giorgio Licciardi, Hana Malha, Jocelyn Chanussot, Pedram Ghamisi, Ronny Hänsch, Naoto Yokoya
2020 J jnl
Accessing the temporal and spectral features in crop type mapping using multi-temporal Sentinel-2 imagery: A case study of Yi'an County, Heilongjiang province, China.
Comput. Electron. Agric.
Hongyan Zhang, Jinzhong Kang, Xiong Xu, Liangpei Zhang
2020 J jnl
Hyperspectral Image Denoising With Total Variation Regularization and Nonlocal Low-Rank Tensor Decomposition.
IEEE Trans. Geosci. Remote. Sens.
Hongyan Zhang, Lu Liu, Wei He, Liangpei Zhang
2020 C conf
Land Cover Mapping Based On Multi-Branch Fusion Of Object-Based And Pixel-Based Segmentation With Filtered Labels.
IGARSS
Yu Xia, Yue Liao, Hongyan Zhang, Guangyi Yang
2020 C conf
Learning Discriminative Global and Local Features for Building Extraction from Aerial Images.
IGARSS
Yue Liao, Hongyan Zhang, Guangyi Yang, Liangpei Zhang
2020 J jnl
Non-local Meets Global: An Iterative Paradigm for Hyperspectral Image Restoration.
CoRR
Wei He, Quanming Yao, Chao Li, Naoto Yokoya, Qibin Zhao, Hongyan Zhang, Liangpei Zhang
2020 C conf
Remote Sensing Image Spatio-Temporal Fusion via a Generative Adversarial Network Through One Prior Image Pair.
IGARSS
Yiyao Song, Hongyan Zhang, Liangpei Zhang
2020 J jnl
Sketch-Based Subspace Clustering of Hyperspectral Images.
Remote. Sens.
Shaoguang Huang, Hongyan Zhang, Qian Du, Aleksandra Pizurica
2020 B conf
Sketched Sparse Subspace Clustering For Large-Scale Hyperspectral Images.
ICIP
Shaoguang Huang, Hongyan Zhang, Aleksandra Pizurica
2020 J jnl
Unified Framework for the Joint Super-Resolution and Registration of Multiangle Multi/Hyperspectral Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hang Chen, Hongyan Zhang, Juan Du, Bin Luo
2019 C conf
Cloud Removal of Optical Remote Sensing Imagery with Multitemporal Sar-Optical Data Using X-Mtgan.
IGARSS
Yu Xia, Hongyan Zhang, Liangpei Zhang, Zhiyu Fan
2019 J jnl
Coupled Higher-Order Tensor Factorization for Hyperspectral and LiDAR Data Fusion and Classification.
Remote. Sens.
Zhaohui Xue, Sirui Yang, Hongyan Zhang, Peijun Du
2019 C conf
Garlic Mapping for Sentinel-2 Time-Series Data Using a Random Forest Classifier.
IGARSS
Zhaoyang Chai, Hongyan Zhang, Xiong Xu, Liangpei Zhang
2019 C conf
Landmark-Based Large-Scale Sparse Subspace Clustering Method for Hyperspectral Images.
IGARSS
Shaoguang Huang, Hongyan Zhang, Aleksandra Pizurica
2019 J jnl
Laplacian-Regularized Low-Rank Subspace Clustering for Hyperspectral Image Band Selection.
IEEE Trans. Geosci. Remote. Sens.
Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li
2019 C conf
Multi-Level Fusion of the Multi-Receptive Fields Contextual Networks and Disparity Network for Pairwise Semantic Stereo.
IGARSS
Hongyu Chen, Manhui Lin, Hongyan Zhang, Guangyi Yang, Gui-Song Xia, Xianwei Zheng, Liangpei Zhang
2019 J jnl
Semisupervised Sparse Subspace Clustering Method With a Joint Sparsity Constraint for Hyperspectral Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Shaoguang Huang, Hongyan Zhang, Aleksandra Pizurica
2019 J jnl
Superpixel-based spatial-spectral dimension reduction for hyperspectral imagery classification.
Neurocomputing
Huilin Xu, Hongyan Zhang, Wei He, Liangpei Zhang
2019 J jnl
Total Variation Regularized Collaborative Representation Clustering With a Locally Adaptive Dictionary for Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li
2018 C conf
A Remote Sensing Spatiotemporal Fusion Model of Landsat and Modis Data via Deep Learning.
IGARSS
Peiyu Dai, Hongyan Zhang, Liangpei Zhang, Huanfeng Shen
2018 — conf
Automated Paddy Rice Extent Extraction with Time Stacks of Sentinel Data: A Case Study in Jianghan Plain, Hubei, China.
Agro-Geoinformatics
Chengkang Zhang, Hongyan Zhang, Juan Du, Liangpei Zhang
2018 J jnl
Hyperspectral Image Denoising Using Local Low-Rank Matrix Recovery and Global Spatial-Spectral Total Variation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wei He, Hongyan Zhang, Huanfeng Shen, Liangpei Zhang
2018 B conf
Joint Sparsity Based Sparse Subspace Clustering for Hyperspectral Images.
ICIP
Shaoguang Huang, Hongyan Zhang, Aleksandra Pizurica
2018 C conf
Superpixel Based Dimension Reduction for Hyperspectral Imagery.
IGARSS
Huilin Xu, Hongyan Zhang, Wei He, Liangpei Zhang
2018 — conf
Support Vector Machine Classification of Crop Lands Using Sentinel-2 Imagery.
Agro-Geoinformatics
Jinzhong Kang, Hongyan Zhang, Honghai Yang, Liangpei Zhang
2017 J jnl
A New Sparse Subspace Clustering Algorithm for Hyperspectral Remote Sensing Imagery.
IEEE Geosci. Remote. Sens. Lett.
Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li, Antonio Plaza
2017 J jnl
A Robust Sparse Representation Model for Hyperspectral Image Classification.
Sensors
Shaoguang Huang, Hongyan Zhang, Aleksandra Pizurica
2017 J jnl
Fusion of Hyperspectral and LiDAR Data for Classification of Cloud-Shadow Mixed Remote Sensed Scene.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Renbo Luo, Wenzhi Liao, Hongyan Zhang, Liangpei Zhang, Paul Scheunders, Youguo Pi, Wilfried Philips
2017 J jnl
Hyperspectral Image Restoration Using Low-Rank Tensor Recovery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Haiyan Fan, Yunjin Chen, Yulan Guo, Hongyan Zhang, Gangyao Kuang
2017 J jnl
Kernel Sparse Subspace Clustering with a Spatial Max Pooling Operation for Hyperspectral Remote Sensing Data Interpretation.
Remote. Sens.
Han Zhai, Hongyan Zhang, Xiong Xu, Liangpei Zhang, Pingxiang Li
2017 B conf
Robust joint sparsity model for hyperspectral image classification.
ICIP
Shaoguang Huang, Hongyan Zhang, Wenzhi Liao, Aleksandra Pizurica
2017 J jnl
Total Variation Regularized Reweighted Sparse Nonnegative Matrix Factorization for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Wei He, Hongyan Zhang, Liangpei Zhang
2017 C conf
Total variation regularized collaborative representation clustering with a locally adaptive dictionary for hyperspectral remote sensing imagery.
IGARSS
Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li
2016 J jnl
A Remote Sensing Image Fusion Method Based on the Analysis Sparse Model.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Chang Han, Hongyan Zhang, Changxin Gao, Cheng Jiang, Nong Sang, Liangpei Zhang
2016 C conf
Classification of cloudy hyperspectral image and LiDAR data based on feature fusion and decision fusion.
IGARSS
Renbo Luo, Wenzhi Liao, Hongyan Zhang, Youguo Pi, Wilfried Philips
2016 — conf
Exploiting the low-rank property of hyperspectral imagery: A technical overview.
WHISPERS
Hongyan Zhang, Wei He, Wenzhi Liao, Renbo Luo, Liangpei Zhang, Aleksandra Pizurica
2016 — 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
Hyperspectral unmixing using total variation regularized reweighted sparse non-negative matrix factorization.
IGARSS
Wei He, Hongyan Zhang, Liangpei Zhang
2016 J jnl
Image super-resolution: The techniques, applications, and future.
Signal Process.
Linwei Yue, Huanfeng Shen, Jie Li, Qiangqiang Yuan, Hongyan Zhang, Liangpei Zhang
2016 J jnl
Pansharpening with a Guided Filter Based on Three-Layer Decomposition.
Sensors
Xiangchao Meng, Jie Li, Huanfeng Shen, Liangpei Zhang, Hongyan Zhang
2016 J jnl
Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16).
CoRR
Vinayak Abrol, Olivier Absil, Pierre-Antoine Absil, Sandrine Anthoine, Philippe Antoine, Thomas Arildsen, Nancy Bertin, Folkert Bleichrodt, Jérôme Bobin, Anne Bol, Antoine Bonnefoy, Francesco Caltagirone, Valerio Cambareri, Cecile Chenot, Vladimir S. Crnojevic, Marie Danková, Kévin Degraux, Jens Eisert, Mohamed-Jalal Fadili, Marylou Gabrié, Nicolas Gac, Daniele Giacobello, Carlos A. Gomez Gonzalez, Adriana Gonzalez, Pierre-Yves Gousenbourger, Mads Græsbøll Christensen, Rémi Gribonval, Stéphanie Guérit, Shaoguang Huang, Paul Irofti, Laurent Jacques, Ulugbek S. Kamilov, Srdan Kitic, Martin Kliesch, Florent Krzakala, John A. Lee, Wenzhi Liao, Tobias Lindstrøm Jensen, Andre Manoel, Hassan Mansour, Ali Mohammad-Djafari, Amirafshar Moshtaghpour, Fred Maurice Ngolè Mboula, Benoît Pairet, Marko Panic, Gabriel Peyré, Aleksandra Pizurica, Pavel Rajmic, Matthieu Roblin, Ingo Roth, Anil Kumar Sao, Pulkit Sharma, Jean-Luc Starck, Eric W. Tramel, Toon van Waterschoot, Dejan Vukobratovic, Li Wang, Benedikt Wirth, Gerhard Wunder, Hongyan Zhang
2016 — conf
Quality improvement of hyperspectral remote sensing images: A technical overview.
WHISPERS
Huifang Li, Huanfeng Shen, Qiangqiang Yuan, Hongyan Zhang, Lefei Zhang, Liangpei Zhang
2016 C conf
Robust superresolution of multiangle-multispectral remote sensing images based on rank minimization.
IGARSS
Hang Chen, Hongyan Zhang, Liangpei Zhang
2016 J jnl
Sparsity-Regularized Robust Non-Negative Matrix Factorization for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wei He, Hongyan Zhang, Liangpei Zhang
2016 J jnl
Spectral-Spatial Sparse Subspace Clustering for Hyperspectral Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Hongyan Zhang, Han Zhai, Liangpei Zhang, Pingxiang Li
2016 C conf
Squaring weighted low-rank subspace clustering for hyperspectral image band selection.
IGARSS
Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li
2016 J jnl
Total-Variation-Regularized Low-Rank Matrix Factorization for Hyperspectral Image Restoration.
IEEE Trans. Geosci. Remote. Sens.
Wei He, Hongyan Zhang, Liangpei Zhang, Huanfeng Shen
2016 J jnl
Weighted Sparse Graph Based Dimensionality Reduction for Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett.
Wei He, Hongyan Zhang, Liangpei Zhang, Wilfried Philips, Wenzhi Liao
2015 J jnl
A Blind Super-Resolution Reconstruction Method Considering Image Registration Errors.
Int. J. Fuzzy Syst.
Hongyan Zhang, Liangpei Zhang, Huanfeng Shen
2015 J jnl
A Nonlinear Multiple Feature Learning Classifier for Hyperspectral Images With Limited Training Samples.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jiayi Li, Hongyan Zhang, Liangpei Zhang
2015 J jnl
Adaptive Anisotropic Diffusion Method for Polarimetric SAR Speckle Filtering.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiaoshuang Ma, Huanfeng Shen, Liangpei Zhang, Jie Yang, Hongyan Zhang
2015 J jnl
Efficient Superpixel-Level Multitask Joint Sparse Representation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Jiayi Li, Hongyan Zhang, Liangpei Zhang
2015 C conf
Efficient superpixel-oriented multi-task joint sparse representation classification for hyperspectral imagery.
IGARSS
Jiayi Li, Hongyan Zhang, Liangpei Zhang
2015 J jnl
Hyperspectral Anomaly Detection by the Use of Background Joint Sparse Representation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jiayi Li, Hongyan Zhang, Liangpei Zhang, Li Ma
2015 J jnl
Hyperspectral Image Denoising via Noise-Adjusted Iterative Low-Rank Matrix Approximation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wei He, Hongyan Zhang, Liangpei Zhang, Huanfeng Shen
2015 — conf
Improving the spatial resolution of hyperspectral image using panchromatic and multispectral images: An integrated method.
WHISPERS
Xiangchao Meng, Huanfeng Shen, Huifang Li, Qiangqiang Yuan, Hongyan Zhang, Liangpei Zhang
2015 — conf
Spectral-spatial clustering of hyperspectral remote sensing image with sparse subspace clustering model.
WHISPERS
Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li, Xiong Xu
2014 J jnl
A Nonlocal Weighted Joint Sparse Representation Classification Method for Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hongyan Zhang, Jiayi Li, Yuancheng Huang, Liangpei Zhang
2014 C conf
A noise-adjusted iterative randomized singular value decomposition method for hyperspectral image denoising.
IGARSS
Wei He, Hongyan Zhang, Liangpei Zhang, Huanfeng Shen
2014 J jnl
An Online Coupled Dictionary Learning Approach for Remote Sensing Image Fusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Min Guo, Hongyan Zhang, Jiayi Li, Liangpei Zhang, Huanfeng Shen
2014 C conf
Background joint sparse representation for hyperspectral image subpixel anomaly detection.
IGARSS
Jiayi Li, Hongyan Zhang, Liangpei Zhang
2014 J jnl
Dead Pixel Completion of Aqua MODIS Band 6 Using a Robust M-Estimator Multiregression.
IEEE Geosci. Remote. Sens. Lett.
Xinghua Li, Huanfeng Shen, Liangpei Zhang, Hongyan Zhang, Qiangqiang Yuan
2014 J jnl
Hyperspectral Image Classification by Nonlocal Joint Collaborative Representation With a Locally Adaptive Dictionary.
IEEE Trans. Geosci. Remote. Sens.
Jiayi Li, Hongyan Zhang, Yuancheng Huang, Liangpei Zhang
2014 J jnl
Hyperspectral Image Restoration Using Low-Rank Matrix Recovery.
IEEE Trans. Geosci. Remote. Sens.
Hongyan Zhang, Wei He, Liangpei Zhang, Huanfeng Shen, Qiangqiang Yuan
2014 J jnl
Recovering Quantitative Remote Sensing Products Contaminated by Thick Clouds and Shadows Using Multitemporal Dictionary Learning.
IEEE Trans. Geosci. Remote. Sens.
Xinghua Li, Huanfeng Shen, Liangpei Zhang, Hongyan Zhang, Qiangqiang Yuan, Gang Yang
2014 J jnl
Robust Registration by Rank Minimization for Multiangle Hyper/Multispectral Remotely Sensed Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ting Hu, Hongyan Zhang, Huanfeng Shen, Liangpei Zhang
2014 J jnl
Super-Resolution Reconstruction for Multi-Angle Remote Sensing Images Considering Resolution Differences.
Remote. Sens.
Hongyan Zhang, Zeyu Yang, Liangpei Zhang, Huanfeng Shen
2014 J jnl
Supervised Segmentation of Very High Resolution Images by the Use of Extended Morphological Attribute Profiles and a Sparse Transform.
IEEE Geosci. Remote. Sens. Lett.
Jiayi Li, Hongyan Zhang, Liangpei Zhang
2014 J jnl
Two-Step Sparse Coding for the Pan-Sharpening of Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Cheng Jiang, Hongyan Zhang, Huanfeng Shen, Liangpei Zhang
2013 C conf
A nonlinear regression classification algorithm with small sample set for hyperspectral image.
IGARSS
Jiayi Li, Hongyan Zhang, Liangpei Zhang
2013 — conf
A unified sub-pixel mapping model integrating spectral unmixing for hyperspectral imagery.
WHISPERS
Xiong Xu, Yanfei Zhong, Liangpei Zhang, Hongyan Zhang, Ruyi Feng
2013 J jnl
Sub-Pixel Mapping Based on a MAP Model With Multiple Shifted Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiong Xu, Yanfei Zhong, Liangpei Zhang, Hongyan Zhang
2012 J jnl
A Practical Compressed Sensing-Based Pan-Sharpening Method.
IEEE Geosci. Remote. Sens. Lett.
Cheng Jiang, Hongyan Zhang, Huanfeng Shen, Liangpei Zhang
2012 J jnl
A super-resolution reconstruction algorithm for hyperspectral images.
Signal Process.
Hongyan Zhang, Liangpei Zhang, Huanfeng Shen
2012 J jnl
Adjustable Model-Based Fusion Method for Multispectral and Panchromatic Images.
IEEE Trans. Syst. Man Cybern. Part B
Liangpei Zhang, Huanfeng Shen, Wei Gong, Hongyan Zhang
2012 — conf
Classifiction for hyperspectral imagery based on nonlocal weighted joint sparsity model.
WHISPERS
Jiayi Li, Hongyan Zhang, Yuancheng Huang, Liangpei Zhang
2010 J jnl
A super-resolution reconstruction algorithm for surveillance images.
Signal Process.
Liangpei Zhang, Hongyan Zhang, Huanfeng Shen, Pingxiang Li
2009 Misc conf
A MAP Approach for Joint Image Registration, Blur Identification and Super Resolution.
ICIG
Hongyan Zhang, Liangpei Zhang, Huanfeng Shen, Pingxiang Li