Hongyan Zhang

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 111

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IGARSS

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

CoRR

Publications

He Huang, Wei He, Hongyan Zhang, Yu Xia, Liangpei Zhang
STFDiff: Remote sensing image spatiotemporal fusion with diffusion models. Inf. Fusion 111 (2024)
Shaoguang Huang, Haijin Zeng, Hongyu Chen, Hongyan Zhang
Spatial and Cluster Structural Prior-Guided Subspace Clustering for Hyperspectral Image. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Fayong Zhang, Kejun Liu, Yuanyuan Liu, Chaofan Wang, Wujie Zhou, Hongyan Zhang, Lizhe Wang
Multitarget Domain Adaptation Building Instance Extraction of Remote Sensing Imagery With Domain-Common Approximation Learning. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Zhuohong Li, Fangxiao Lu, Jiaqi Zou, Lei Hu, Hongyan Zhang
Generalized Few-Shot Meets Remote Sensing: Discovering Novel Classes in Land Cover Mapping via Hybrid Semantic Segmentation Framework. CoRR (2024)
Hongyu Chen, Guangyi Yang, Hongyan Zhang
Hider: A Hyperspectral Image Denoising Transformer With Spatial-Spectral Constraints for Hybrid Noise Removal. IEEE Trans. Neural Networks Learn. Syst. 35 (7) (2024)
Guoying Yin, Wei He, Xiangyu Liu, Yu Xia, Hongyan Zhang
Wetting or greening? Probing the global trends in Vegetation Condition Index (VCI). Int. J. Appl. Earth Obs. Geoinformation 129 (2024)
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. Kai Qin, Bing Zhang, Jocelyn Chanussot, Danfeng Hong
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. 17 (2024)
Zhuohong Li, Wei He, Jiepan Li, Hongyan Zhang
Identifying every building's function in large-scale urban areas with multi-modality remote-sensing data. CoRR (2024)
Jiepan Li, Wei He, Weinan Cao, Liangpei Zhang, Hongyan Zhang
UANet: An Uncertainty-Aware Network for Building Extraction From Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Zhuohong Li, Wei He, Jiepan Li, Fangxiao Lu, Hongyan Zhang
Learning without Exact Guidance: Updating Large-scale High-resolution Land Cover Maps from Low-resolution Historical Labels. CoRR (2024)
Yu Xia, Wei He, Qi Huang, Guoying Yin, Wenbin Liu, Hongyan Zhang
CRformer: Multi-modal data fusion to reconstruct cloud-free optical imagery. Int. J. Appl. Earth Obs. Geoinformation 128 (2024)
Wei He, Mengyuan Wang, Yong Chen, Hongyan Zhang
An Unsupervised Dehazing Network With Hybrid Prior Constraints for Hyperspectral Image. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Yu Xia, Wei He, Qi Huang, Hongyu Chen, He Huang, Hongyan Zhang
SOSSF: Landsat-8 Image Synthesis on the Blending of Sentinel-1 and MODIS Data. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Jiaxing Sun, Wei He, Hongyan Zhang
G2LDIE: Global-to-Local Dynamic Information Enhancement Framework for Weakly Supervised Building Extraction From Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Haijin Zeng, Jiezhang Cao, Kai Feng, Shaoguang Huang, Hongyan Zhang, Hiep Luong, Wilfried Philips
Degradation-Noise-Aware Deep Unfolding Transformer for Hyperspectral Image Denoising. CoRR (2023)
Haijin Zeng, Kai Feng, Shaoguang Huang, Jiezhang Cao, Yongyong Chen, Hongyan Zhang, Hiep Luong, Wilfried Philips
MSFA-Frequency-Aware Transformer for Hyperspectral Images Demosaicing. CoRR (2023)
Hongyan Zhang, Manhui Lin, Guangyi Yang, Liangpei Zhang
ESCNet: An End-to-End Superpixel-Enhanced Change Detection Network for Very-High-Resolution Remote Sensing Images. IEEE Trans. Neural Networks Learn. Syst. 34 (1) (2023)
Shaoguang Huang, Hongyan Zhang, Haijin Zeng, Aleksandra Pizurica
From Model-Based Optimization Algorithms to Deep Learning Models for Clustering Hyperspectral Images. Remote. Sens. 15 (11) (2023)
Jiaqi Zou, Zhuohong Li, Fangxiao Lu, Wei He, Hongyan Zhang
Multimodal Unsupervised Domain Adaptation for Remote Sensing Image Segmentation. WHISPERS (2023)
Manhui Lin, Guangyi Yang, Hongyan Zhang
Transition Is a Process: Pair-to-Video Change Detection Networks for Very High Resolution Remote Sensing Images. IEEE Trans. Image Process. 32 (2023)
Wei He, Jiepan Li, Weinan Cao, Liangpei Zhang, Hongyan Zhang
Building Extraction from Remote Sensing Images via an Uncertainty-Aware Network. CoRR (2023)
Xinyi Xu, Wei He, Yu Xia, Hongyan Zhang
A New Cloud Feature Difference Loss For Enhancing The Detection Of Clouds In Remote Sensing Images. IGARSS (2023)
Lei Hu, Wei He, Liangpei Zhang, Hongyan Zhang
Cross-Domain Meta-Learning Under Dual-Adjustment Mode for Few-Shot Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Chengkang Zhang, Hongyan Zhang, Sijing Tian
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. 212 (2023)
Mengyuan Wang, Wei He, Hongyan Zhang
A Spatial-Spectral Transformer Network With Total Variation Loss for Hyperspectral Image Denoising. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Shaoguang Huang, Hongyan Zhang, Jize Xue, Aleksandra Pizurica
Heterogeneous Regularization-Based Tensor Subspace Clustering for Hyperspectral Band Selection. IEEE Trans. Neural Networks Learn. Syst. 34 (11) (2023)
Jiepan Li, Fangxiao Lu, Nan Xue, Zhuohong Li, Hongyan Zhang, Wei He
Cross-level Attention with Overlapped Windows for Camouflaged Object Detection. CoRR (2023)
Yuyan Liu, Wei He, Hongyan Zhang
GLoCNet: Robust Feature Matching With Global-Local Consistency Network for Remote Sensing Image Registration. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Zhuohong Li, Wei He, Hongyan Zhang
National-scale 1-m resolution land-cover mapping for the entire China based on a low-cost solution and open-access data. CoRR (2023)
Hongyan Zhang, Jingyi Cai, Wei He, Huanfeng Shen, Liangpei Zhang
Double Low-Rank Matrix Decomposition for Hyperspectral Image Denoising and Destriping. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yong Chen, Ting-Zhu Huang, Wei He, Xi-Le Zhao, Hongyan Zhang, Jinshan Zeng
Hyperspectral Image Denoising Using Factor Group Sparsity-Regularized Nonconvex Low-Rank Approximation. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Jiaqi Zou, Wei He, Hongyan Zhang
LESSFormer: Local-Enhanced Spectral-Spatial Transformer for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Jingyi Cai, Wei He, Hongyan Zhang
Anisotropic Spatial-Spectral Total Variation Regularized Double Low-Rank Approximation for HSI Denoising and Destriping. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Zhuohong Li, Fangxiao Lu, Hongyan Zhang, Lilin Tu, Jiayi Li, Xin Huang, Caleb Robinson, Nikolay Malkin, Nebojsa Jojic, Pedram Ghamisi, Ronny Hänsch, Naoto Yokoya
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. 15 (2022)
Xin-Ru Feng, Heng-Chao Li, Shuang Liu, Hongyan Zhang
Correction to "Correntropy-Based Autoencoder-Like NMF With Total Variation for Hyperspectral Unmixing". IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Yiyao Song, Hongyan Zhang, He Huang, Liangpei Zhang
Remote Sensing Image Spatiotemporal Fusion via a Generative Adversarial Network With One Prior Image Pair. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Hongyan Zhang, Jiaqi Zou, Liangpei Zhang
EMS-GCN: An End-to-End Mixhop Superpixel-Based Graph Convolutional Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xin-Ru Feng, Heng-Chao Li, Shuang Liu, Hongyan Zhang
Correntropy-Based Autoencoder-Like NMF With Total Variation for Hyperspectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Shaoguang Huang, Hongyan Zhang, Aleksandra Pizurica
Hybrid-Hypergraph Regularized Multiview Subspace Clustering for Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Han Zhai, Jie Zhao, Hongyan Zhang
Double Attention Based Multilevel One-Dimensional Convolution Neural Network for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Hongyan Zhang, Yue Liao, Honghai Yang, Guangyi Yang, Liangpei Zhang
A Local-Global Dual-Stream Network for Building Extraction From Very-High-Resolution Remote Sensing Images. IEEE Trans. Neural Networks Learn. Syst. 33 (3) (2022)
Huilin Xu, Wei He, Liangpei Zhang, Hongyan Zhang
Unsupervised Spectral-Spatial Semantic Feature Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Wei He, Quanming Yao, Chao Li, Naoto Yokoya, Qibin Zhao, Hongyan Zhang, Liangpei Zhang
Non-Local Meets Global: An Iterative Paradigm for Hyperspectral Image Restoration. IEEE Trans. Pattern Anal. Mach. Intell. 44 (4) (2022)
Hongyu Chen, Hongyan Zhang, Guangyi Yang, Shengyang Li, Liangpei Zhang
A Mutual Information Domain Adaptation Network for Remotely Sensed Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Shaoguang Huang, Hongyan Zhang, Aleksandra Pizurica
A Structural Subspace Clustering Approach for Hyperspectral Band Selection. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Shaoguang Huang, Hongyan Zhang, Aleksandra Pizurica
Subspace Clustering for Hyperspectral Images via Dictionary Learning With Adaptive Regularization. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yun-Yang Liu, Xi-Le Zhao, Yu-Bang Zheng, Tian-Hui Ma, Hongyan Zhang
Hyperspectral Image Restoration by Tensor Fibered Rank Constrained Optimization and Plug-and-Play Regularization. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xianwei Zheng, Xiujie Wu, Linxi Huan, Wei He, Hongyan Zhang
A Gather-to-Guide Network for Remote Sensing Semantic Segmentation of RGB and Auxiliary Image. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Zhuohong Li, Jiaqi Zou, Fangxiao Lu, Hongyan Zhang
Multi-Stage Pseudo-Label Iteration Framework for Semi-Supervised Land-Cover Mapping. IGARSS (2022)
Wei He, Quanming Yao, Naoto Yokoya, Tatsumi Uezato, Hongyan Zhang, Liangpei Zhang
Spectrum-Aware and Transferable Architecture Search for Hyperspectral Image Restoration. ECCV (19) (2022)
Hongyan Zhang, Fangfang Xiao, Wei He, Zhaoyang Chai, Hong-Tat Ewe
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. 15 (2022)
Hongyan Zhang, Hongyu Du, Chengkang Zhang, Liangpei Zhang
An automated early-season method to map winter wheat using time-series Sentinel-2 data: A case study of Shandong, China. Comput. Electron. Agric. 182 (2021)
Hongyan Zhang, Qi Huang, Han Zhai, Liangpei Zhang
Multi-temporal cloud detection based on robust PCA for optical remote sensing imagery. Comput. Electron. Agric. 188 (2021)
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
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. 14 (2021)
Huilin Xu, Hongyan Zhang, Liangpei Zhang
A Superpixel Guided Sample Selection Neural Network for Handling Noisy Labels in Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59 (11) (2021)
Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li
Sparsity-Based Clustering for Large Hyperspectral Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 59 (12) (2021)
Ziqiao Wang, Hongyan Zhang, Wei He, Liangpei Zhang
Phenology Alignment Network: A Novel Framework for Cross-Regional Time Series Crop Classification. CVPR Workshops (2021)
Yu Xia, Qi Huang, Hongyan Zhang
A Multi-Model Fusion of Convolution Neural Network and Random Forest for Detecting Settlements Without Electricity. IGARSS (2021)
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
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. 14 (2021)
Hongyan Zhang, Hongyu Chen, Guangyi Yang, Liangpei Zhang
LR-Net: Low-Rank Spatial-Spectral Network for Hyperspectral Image Denoising. IEEE Trans. Image Process. 30 (2021)
Guoying Yin, Hongyan Zhang, Liangpei Zhang
A New Comprehensive Drought Index Based on Response Adjustment for Vegetation Types. IGARSS (2021)
Hongyan Zhang, Yiyao Song, Chang Han, Liangpei Zhang
Remote Sensing Image Spatiotemporal Fusion Using a Generative Adversarial Network. IEEE Trans. Geosci. Remote. Sens. 59 (5) (2021)
Zhuohong Li, Fangxiao Lu, Hongyan Zhang, Guangyi Yang, Liangpei Zhang
Change Cross-Detection Based on Label Improvements and Multi-Model Fusion for Multi-Temporal Remote Sensing Images. IGARSS (2021)
Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li
Nonlocal Means Regularized Sketched Reweighted Sparse and Low-Rank Subspace Clustering for Large Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 59 (5) (2021)
Chengkang Zhang, Hongyan Zhang, Liangpei Zhang
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. 181 (2021)
Wei He, Quanming Yao, Chao Li, Naoto Yokoya, Qibin Zhao, Hongyan Zhang, Liangpei Zhang
Non-local Meets Global: An Iterative Paradigm for Hyperspectral Image Restoration. CoRR (2020)
Hongyan Zhang, Jinzhong Kang, Xiong Xu, Liangpei Zhang
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. 176 (2020)
Yu Xia, Yue Liao, Hongyan Zhang, Guangyi Yang
Land Cover Mapping Based On Multi-Branch Fusion Of Object-Based And Pixel-Based Segmentation With Filtered Labels. IGARSS (2020)
Yiyao Song, Hongyan Zhang, Liangpei Zhang
Remote Sensing Image Spatio-Temporal Fusion via a Generative Adversarial Network Through One Prior Image Pair. IGARSS (2020)
Yue Liao, Hongyan Zhang, Guangyi Yang, Liangpei Zhang
Learning Discriminative Global and Local Features for Building Extraction from Aerial Images. IGARSS (2020)
Hang Chen, Hongyan Zhang, Juan Du, Bin Luo
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. 13 (2020)
Hongyan Zhang, Lu Liu, Wei He, Liangpei Zhang
Hyperspectral Image Denoising With Total Variation Regularization and Nonlocal Low-Rank Tensor Decomposition. IEEE Trans. Geosci. Remote. Sens. 58 (5) (2020)
Shaoguang Huang, Hongyan Zhang, Aleksandra Pizurica
Sketched Sparse Subspace Clustering For Large-Scale Hyperspectral Images. ICIP (2020)
Shaoguang Huang, Hongyan Zhang, Qian Du, Aleksandra Pizurica
Sketch-Based Subspace Clustering of Hyperspectral Images. Remote. Sens. 12 (5) (2020)
Zhaoyang Chai, Hongyan Zhang, Xiong Xu, Liangpei Zhang
Garlic Mapping for Sentinel-2 Time-Series Data Using a Random Forest Classifier. IGARSS (2019)
Shaoguang Huang, Hongyan Zhang, Aleksandra Pizurica
Landmark-Based Large-Scale Sparse Subspace Clustering Method for Hyperspectral Images. IGARSS (2019)
Huilin Xu, Hongyan Zhang, Wei He, Liangpei Zhang
Superpixel-based spatial-spectral dimension reduction for hyperspectral imagery classification. Neurocomputing 360 (2019)
Hongyu Chen, Manhui Lin, Hongyan Zhang, Guangyi Yang, Gui-Song Xia, Xianwei Zheng, Liangpei Zhang
Multi-Level Fusion of the Multi-Receptive Fields Contextual Networks and Disparity Network for Pairwise Semantic Stereo. IGARSS (2019)
Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li
Total Variation Regularized Collaborative Representation Clustering With a Locally Adaptive Dictionary for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 57 (1) (2019)
Shaoguang Huang, Hongyan Zhang, Aleksandra Pizurica
Semisupervised Sparse Subspace Clustering Method With a Joint Sparsity Constraint for Hyperspectral Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (3) (2019)
Yu Xia, Hongyan Zhang, Liangpei Zhang, Zhiyu Fan
Cloud Removal of Optical Remote Sensing Imagery with Multitemporal Sar-Optical Data Using X-Mtgan. IGARSS (2019)
Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li
Laplacian-Regularized Low-Rank Subspace Clustering for Hyperspectral Image Band Selection. IEEE Trans. Geosci. Remote. Sens. 57 (3) (2019)
Huilin Xu, Hongyan Zhang, Wei He, Liangpei Zhang
Superpixel Based Dimension Reduction for Hyperspectral Imagery. IGARSS (2018)
Shaoguang Huang, Hongyan Zhang, Aleksandra Pizurica
Joint Sparsity Based Sparse Subspace Clustering for Hyperspectral Images. ICIP (2018)
Peiyu Dai, Hongyan Zhang, Liangpei Zhang, Huanfeng Shen
A Remote Sensing Spatiotemporal Fusion Model of Landsat and Modis Data via Deep Learning. IGARSS (2018)
Jinzhong Kang, Hongyan Zhang, Honghai Yang, Liangpei Zhang
Support Vector Machine Classification of Crop Lands Using Sentinel-2 Imagery. Agro-Geoinformatics (2018)
Chengkang Zhang, Hongyan Zhang, Juan Du, Liangpei Zhang
Automated Paddy Rice Extent Extraction with Time Stacks of Sentinel Data: A Case Study in Jianghan Plain, Hubei, China. Agro-Geoinformatics (2018)
Wei He, Hongyan Zhang, Huanfeng Shen, Liangpei Zhang
Hyperspectral Image Denoising Using Local Low-Rank Matrix Recovery and Global Spatial-Spectral Total Variation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (3) (2018)
Renbo Luo, Wenzhi Liao, Hongyan Zhang, Liangpei Zhang, Paul Scheunders, Youguo Pi, Wilfried Philips
Fusion of Hyperspectral and LiDAR Data for Classification of Cloud-Shadow Mixed Remote Sensed Scene. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (8) (2017)
Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li
Total variation regularized collaborative representation clustering with a locally adaptive dictionary for hyperspectral remote sensing imagery. IGARSS (2017)
Han Zhai, Hongyan Zhang, Xiong Xu, Liangpei Zhang, Pingxiang Li
Kernel Sparse Subspace Clustering with a Spatial Max Pooling Operation for Hyperspectral Remote Sensing Data Interpretation. Remote. Sens. 9 (4) (2017)
Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li, Antonio Plaza
A New Sparse Subspace Clustering Algorithm for Hyperspectral Remote Sensing Imagery. IEEE Geosci. Remote. Sens. Lett. 14 (1) (2017)
Shaoguang Huang, Hongyan Zhang, Aleksandra Pizurica
A Robust Sparse Representation Model for Hyperspectral Image Classification. Sensors 17 (9) (2017)
Wei He, Hongyan Zhang, Liangpei Zhang
Total Variation Regularized Reweighted Sparse Nonnegative Matrix Factorization for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 55 (7) (2017)
Shaoguang Huang, Hongyan Zhang, Wenzhi Liao, Aleksandra Pizurica
Robust joint sparsity model for hyperspectral image classification. ICIP (2017)
Haiyan Fan, Yunjin Chen, Yulan Guo, Hongyan Zhang, Gangyao Kuang
Hyperspectral Image Restoration Using Low-Rank Tensor Recovery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (10) (2017)
Linwei Yue, Huanfeng Shen, Jie Li, Qiangqiang Yuan, Hongyan Zhang, Liangpei Zhang
Image super-resolution: The techniques, applications, and future. Signal Process. 128 (2016)
Wei He, Hongyan Zhang, Liangpei Zhang, Wilfried Philips, Wenzhi Liao
Weighted Sparse Graph Based Dimensionality Reduction for Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 13 (5) (2016)
Wei He, Hongyan Zhang, Liangpei Zhang
Sparsity-Regularized Robust Non-Negative Matrix Factorization for Hyperspectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (9) (2016)
Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li
Squaring weighted low-rank subspace clustering for hyperspectral image band selection. IGARSS (2016)

Hongyan Zhang

Publication Activity (10 Years)

Top Topics

Top Venues