Hongyan Zhang
Orcid: 0000-0002-7894-5755Affiliations:
- Wuhan University, State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, China
- Wuhan University, Collaborative Innovation Center of Geospatial Technology, China
According to our database1,
Hongyan Zhang
authored at least 134 papers
between 2009 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Multitarget Domain Adaptation Building Instance Extraction of Remote Sensing Imagery With Domain-Common Approximation Learning.
IEEE Trans. Geosci. Remote. Sens., 2024
IEEE Trans. Geosci. Remote. Sens., 2024
UANet: An Uncertainty-Aware Network for Building Extraction From Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2024
Spatial and Cluster Structural Prior-Guided Subspace Clustering for Hyperspectral Image.
IEEE Trans. Geosci. Remote. Sens., 2024
Learning without Exact Guidance: Updating Large-scale High-resolution Land Cover Maps from Low-resolution Historical Labels.
CoRR, 2024
2023
Heterogeneous Regularization-Based Tensor Subspace Clustering for Hyperspectral Band Selection.
IEEE Trans. Neural Networks Learn. Syst., November, 2023
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., September, 2023
From Model-Based Optimization Algorithms to Deep Learning Models for Clustering Hyperspectral Images.
Remote. Sens., June, 2023
ESCNet: An End-to-End Superpixel-Enhanced Change Detection Network for Very-High-Resolution Remote Sensing Images.
IEEE Trans. Neural Networks Learn. Syst., 2023
Transition Is a Process: Pair-to-Video Change Detection Networks for Very High Resolution Remote Sensing Images.
IEEE Trans. Image Process., 2023
GLoCNet: Robust Feature Matching With Global-Local Consistency Network for Remote Sensing Image Registration.
IEEE Trans. Geosci. Remote. Sens., 2023
Cross-Domain Meta-Learning Under Dual-Adjustment Mode for Few-Shot Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023
A Spatial-Spectral Transformer Network With Total Variation Loss for Hyperspectral Image Denoising.
IEEE Geosci. Remote. Sens. Lett., 2023
CoRR, 2023
CoRR, 2023
Degradation-Noise-Aware Deep Unfolding Transformer for Hyperspectral Image Denoising.
CoRR, 2023
National-scale 1-m resolution land-cover mapping for the entire China based on a low-cost solution and open-access data.
CoRR, 2023
Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023
A New Cloud Feature Difference Loss For Enhancing The Detection Of Clouds In Remote Sensing Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
2022
A Local-Global Dual-Stream Network for Building Extraction From Very-High-Resolution Remote Sensing Images.
IEEE Trans. Neural Networks Learn. Syst., 2022
LESSFormer: Local-Enhanced Spectral-Spatial Transformer for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022
A Gather-to-Guide Network for Remote Sensing Semantic Segmentation of RGB and Auxiliary Image.
IEEE Trans. Geosci. Remote. Sens., 2022
EMS-GCN: An End-to-End Mixhop Superpixel-Based Graph Convolutional Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022
Double Low-Rank Matrix Decomposition for Hyperspectral Image Denoising and Destriping.
IEEE Trans. Geosci. Remote. Sens., 2022
Unsupervised Spectral-Spatial Semantic Feature Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022
Remote Sensing Image Spatiotemporal Fusion via a Generative Adversarial Network With One Prior Image Pair.
IEEE Trans. Geosci. Remote. Sens., 2022
Hyperspectral Image Restoration by Tensor Fibered Rank Constrained Optimization and Plug-and-Play Regularization.
IEEE Trans. Geosci. Remote. Sens., 2022
Subspace Clustering for Hyperspectral Images via Dictionary Learning With Adaptive Regularization.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Hybrid-Hypergraph Regularized Multiview Subspace Clustering for Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2022
A Mutual Information Domain Adaptation Network for Remotely Sensed Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2022
Hyperspectral Image Denoising Using Factor Group Sparsity-Regularized Nonconvex Low-Rank Approximation.
IEEE Trans. Geosci. Remote. Sens., 2022
Anisotropic Spatial-Spectral Total Variation Regularized Double Low-Rank Approximation for HSI Denoising and Destriping.
IEEE Trans. Geosci. Remote. Sens., 2022
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., 2022
Double Attention Based Multilevel One-Dimensional Convolution Neural Network for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
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., 2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Correction to "Correntropy-Based Autoencoder-Like NMF With Total Variation for Hyperspectral Unmixing".
IEEE Geosci. Remote. Sens. Lett., 2022
Correntropy-Based Autoencoder-Like NMF With Total Variation for Hyperspectral Unmixing.
IEEE Geosci. Remote. Sens. Lett., 2022
Towards Complex Backgrounds: A Unified Difference-Aware Decoder for Binary Segmentation.
CoRR, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
MSBRNet: Multi-Scale Background Reconstruction Network with Low-Rank Embedding for Anomaly Detection in Hyperspectral Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Autoencoder in Autoencoder Network Based on Low-Rank Embedding for Anomaly Detection in Hyperspectral Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Spectrum-Aware and Transferable Architecture Search for Hyperspectral Image Restoration.
Proceedings of the Computer Vision - ECCV 2022, 2022
2021
IEEE Trans. Image Process., 2021
IEEE Trans. Geosci. Remote. Sens., 2021
IEEE Trans. Geosci. Remote. Sens., 2021
Nonlocal Means Regularized Sketched Reweighted Sparse and Low-Rank Subspace Clustering for Large Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2021
A Superpixel Guided Sample Selection Neural Network for Handling Noisy Labels in Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2021
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., 2021
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., 2021
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., 2021
Multi-temporal cloud detection based on robust PCA for optical remote sensing imagery.
Comput. Electron. Agric., 2021
An automated early-season method to map winter wheat using time-series Sentinel-2 data: A case study of Shandong, China.
Comput. Electron. Agric., 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
A Multi-Model Fusion of Convolution Neural Network and Random Forest for Detecting Settlements Without Electricity.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Change Cross-Detection Based on Label Improvements and Multi-Model Fusion for Multi-Temporal Remote Sensing Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Phenology Alignment Network: A Novel Framework for Cross-Regional Time Series Crop Classification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021
2020
Hyperspectral Image Denoising With Total Variation Regularization and Nonlocal Low-Rank Tensor Decomposition.
IEEE Trans. Geosci. Remote. Sens., 2020
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., 2020
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., 2020
Land Cover Mapping Based On Multi-Branch Fusion Of Object-Based And Pixel-Based Segmentation With Filtered Labels.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Remote Sensing Image Spatio-Temporal Fusion via a Generative Adversarial Network Through One Prior Image Pair.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Learning Discriminative Global and Local Features for Building Extraction from Aerial Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Proceedings of the IEEE International Conference on Image Processing, 2020
2019
Laplacian-Regularized Low-Rank Subspace Clustering for Hyperspectral Image Band Selection.
IEEE Trans. Geosci. Remote. Sens., 2019
Total Variation Regularized Collaborative Representation Clustering With a Locally Adaptive Dictionary for Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2019
Semisupervised Sparse Subspace Clustering Method With a Joint Sparsity Constraint for Hyperspectral Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Superpixel-based spatial-spectral dimension reduction for hyperspectral imagery classification.
Neurocomputing, 2019
Cloud Removal of Optical Remote Sensing Imagery with Multitemporal Sar-Optical Data Using X-Mtgan.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Landmark-Based Large-Scale Sparse Subspace Clustering Method for Hyperspectral Images.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Multi-Level Fusion of the Multi-Receptive Fields Contextual Networks and Disparity Network for Pairwise Semantic Stereo.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
2018
Hyperspectral Image Denoising Using Local Low-Rank Matrix Recovery and Global Spatial-Spectral Total Variation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
A Remote Sensing Spatiotemporal Fusion Model of Landsat and Modis Data via Deep Learning.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Automated Paddy Rice Extent Extraction with Time Stacks of Sentinel Data: A Case Study in Jianghan Plain, Hubei, China.
Proceedings of the 2018 7th International Conference on Agro-geoinformatics (Agro-geoinformatics), 2018
Proceedings of the 2018 7th International Conference on Agro-geoinformatics (Agro-geoinformatics), 2018
2017
Total Variation Regularized Reweighted Sparse Nonnegative Matrix Factorization for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2017
Fusion of Hyperspectral and LiDAR Data for Classification of Cloud-Shadow Mixed Remote Sensed Scene.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Sensors, 2017
Kernel Sparse Subspace Clustering with a Spatial Max Pooling Operation for Hyperspectral Remote Sensing Data Interpretation.
Remote. Sens., 2017
IEEE Geosci. Remote. Sens. Lett., 2017
Total variation regularized collaborative representation clustering with a locally adaptive dictionary for hyperspectral remote sensing imagery.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
2016
IEEE Trans. Geosci. Remote. Sens., 2016
Total-Variation-Regularized Low-Rank Matrix Factorization for Hyperspectral Image Restoration.
IEEE Trans. Geosci. Remote. Sens., 2016
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Sparsity-Regularized Robust Non-Negative Matrix Factorization for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Signal Process., 2016
IEEE Geosci. Remote. Sens. Lett., 2016
Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16).
CoRR, 2016
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Squaring weighted low-rank subspace clustering for hyperspectral image band selection.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Classification of cloudy hyperspectral image and LiDAR data based on feature fusion and decision fusion.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Hyperspectral unmixing using total variation regularized reweighted sparse non-negative matrix factorization.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Robust superresolution of multiangle-multispectral remote sensing images based on rank minimization.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
2015
Efficient Superpixel-Level Multitask Joint Sparse Representation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2015
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Hyperspectral Anomaly Detection by the Use of Background Joint Sparse Representation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
A Nonlinear Multiple Feature Learning Classifier for Hyperspectral Images With Limited Training Samples.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Hyperspectral Image Denoising via Noise-Adjusted Iterative Low-Rank Matrix Approximation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
A Blind Super-Resolution Reconstruction Method Considering Image Registration Errors.
Int. J. Fuzzy Syst., 2015
Spectral-spatial clustering of hyperspectral remote sensing image with sparse subspace clustering model.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015
Improving the spatial resolution of hyperspectral image using panchromatic and multispectral images: An integrated method.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015
Efficient superpixel-oriented multi-task joint sparse representation classification for hyperspectral imagery.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
2014
IEEE Trans. Geosci. Remote. Sens., 2014
Hyperspectral Image Classification by Nonlocal Joint Collaborative Representation With a Locally Adaptive Dictionary.
IEEE Trans. Geosci. Remote. Sens., 2014
Recovering Quantitative Remote Sensing Products Contaminated by Thick Clouds and Shadows Using Multitemporal Dictionary Learning.
IEEE Trans. Geosci. Remote. Sens., 2014
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Robust Registration by Rank Minimization for Multiangle Hyper/Multispectral Remotely Sensed Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
A Nonlocal Weighted Joint Sparse Representation Classification Method for Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Super-Resolution Reconstruction for Multi-Angle Remote Sensing Images Considering Resolution Differences.
Remote. Sens., 2014
Supervised Segmentation of Very High Resolution Images by the Use of Extended Morphological Attribute Profiles and a Sparse Transform.
IEEE Geosci. Remote. Sens. Lett., 2014
Dead Pixel Completion of Aqua MODIS Band 6 Using a Robust M-Estimator Multiregression.
IEEE Geosci. Remote. Sens. Lett., 2014
Background joint sparse representation for hyperspectral image subpixel anomaly detection.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
A noise-adjusted iterative randomized singular value decomposition method for hyperspectral image denoising.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
2013
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013
A unified sub-pixel mapping model integrating spectral unmixing for hyperspectral imagery.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
A nonlinear regression classification algorithm with small sample set for hyperspectral image.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
2012
IEEE Trans. Syst. Man Cybern. Part B, 2012
Signal Process., 2012
IEEE Geosci. Remote. Sens. Lett., 2012
Classifiction for hyperspectral imagery based on nonlocal weighted joint sparsity model.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
2010
Signal Process., 2010
2009
A MAP Approach for Joint Image Registration, Blur Identification and Super Resolution.
Proceedings of the Fifth International Conference on Image and Graphics, 2009