Wei He

Orcid: 0000-0003-3410-0643

Affiliations:
  • RIKEN Center for Advanced Intelligence Project, Tokyo, Japan
  • Wuhan University, State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, China (PhD)


According to our database1, Wei He authored at least 66 papers between 2014 and 2024.

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Bibliography

2024
Hyperspectral Compressive Snapshot Reconstruction via Coupled Low-Rank Subspace Representation and Self-Supervised Deep Network.
IEEE Trans. Image Process., 2024

SOSSF: Landsat-8 Image Synthesis on the Blending of Sentinel-1 and MODIS Data.
IEEE Trans. Geosci. Remote. Sens., 2024

UANet: An Uncertainty-Aware Network for Building Extraction From Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2024

Thick Cloud Removal in Multitemporal Remote Sensing Images via Low-Rank Regularized Self-Supervised Network.
IEEE Trans. Geosci. Remote. Sens., 2024

2023
Accurate Multiobjective Low-Rank and Sparse Model for Hyperspectral Image Denoising Method.
IEEE Trans. Evol. Comput., February, 2023

Hyperspectral Image Denoising: Reconciling Sparse and Low-Tensor-Ring-Rank Priors in the Transformed Domain.
IEEE Trans. Geosci. Remote. Sens., 2023

Content-Aware Subspace Low-Rank Tensor Recovery for Hyperspectral Image Restoration.
IEEE Trans. Geosci. Remote. Sens., 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

Interpretable Deep Attention Prior for Image Restoration and Enhancement.
IEEE Trans. Computational Imaging, 2023

A Spatial-Spectral Transformer Network With Total Variation Loss for Hyperspectral Image Denoising.
IEEE Geosci. Remote. Sens. Lett., 2023

Cross-level Attention with Overlapped Windows for Camouflaged Object Detection.
CoRR, 2023

Building Extraction from Remote Sensing Images via an Uncertainty-Aware Network.
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

Multimodal Unsupervised Domain Adaptation for Remote Sensing Image Segmentation.
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
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

Double Low-Rank Matrix Decomposition for Hyperspectral Image Denoising and Destriping.
IEEE Trans. Geosci. Remote. Sens., 2022

Breaking Limits of Remote Sensing by Deep Learning From Simulated Data for Flood and Debris-Flow Mapping.
IEEE Trans. Geosci. Remote. Sens., 2022

Unsupervised Spectral-Spatial Semantic Feature Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Hyperspectral and Multispectral Image Fusion Using Factor Smoothed Tensor Ring Decomposition.
IEEE Trans. Geosci. Remote. Sens., 2022

Exploring Nonlocal Group Sparsity Under Transform Learning for Hyperspectral Image Denoising.
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

Hyperspectral super-resolution via coupled tensor ring factorization.
Pattern Recognit., 2022

Unmixing Convolutional Features for Crisp Edge Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Non-Local Meets Global: An Iterative Paradigm for Hyperspectral Image Restoration.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Towards Complex Backgrounds: A Unified Difference-Aware Decoder for Binary Segmentation.
CoRR, 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
Fast Hyperspectral Image Recovery of Dual-Camera Compressive Hyperspectral Imaging via Non-Iterative Subspace-Based Fusion.
IEEE Trans. Image Process., 2021

Interpretable Hyperspectral AI: When Non-Convex Modeling meets Hyperspectral Remote Sensing.
CoRR, 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
Illumination Invariant Hyperspectral Image Unmixing Based on a Digital Surface Model.
IEEE Trans. Image Process., 2020

Hyperspectral Image Compressive Sensing Reconstruction Using Subspace-Based Nonlocal Tensor Ring Decomposition.
IEEE Trans. Image Process., 2020

Double-Factor-Regularized Low-Rank Tensor Factorization for Mixed Noise Removal in Hyperspectral Image.
IEEE Trans. Geosci. Remote. Sens., 2020

Hyperspectral Image Denoising With Total Variation Regularization and Nonlocal Low-Rank Tensor Decomposition.
IEEE Trans. Geosci. Remote. Sens., 2020

Nonlocal Tensor-Ring Decomposition for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens., 2020

Robust Nonlocal Low-Rank SAR Time Series Despeckling Considering Speckle Correlation by Total Variation Regularization.
IEEE Trans. Geosci. Remote. Sens., 2020

Hyperspectral Image Restoration Using Weighted Group Sparsity-Regularized Low-Rank Tensor Decomposition.
IEEE Trans. Cybern., 2020

Fast Hyperspectral Image Recovery via Non-iterative Fusion of Dual-Camera Compressive Hyperspectral Imaging.
CoRR, 2020

Breaking the Limits of Remote Sensing by Simulation and Deep Learning for Flood and Debris Flow Mapping.
CoRR, 2020

Guided Deep Decoder: Unsupervised Image Pair Fusion.
Proceedings of the Computer Vision - ECCV 2020, 2020

2019
Remote Sensing Image Reconstruction Using Tensor Ring Completion and Total Variation.
IEEE Trans. Geosci. Remote. Sens., 2019

Superpixel-based spatial-spectral dimension reduction for hyperspectral imagery classification.
Neurocomputing, 2019

Robust Nonlocal Low-Rank Sar Stack Despeckling With Application To Change Detection.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Total Variation Regularized Low-Rank Sparsity Decomposition for Blind Cloud and Cloud Shadow Removal from Multitemporal Imagery.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Weighted Group Sparsity Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Restoration.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Total-variation-regularized Tensor Ring Completion for Remote Sensing Image Reconstruction.
Proceedings of the IEEE International Conference on Acoustics, 2019

Guaranteed Matrix Completion Under Multiple Linear Transformations.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Non-Local Meets Global: An Integrated Paradigm for Hyperspectral Denoising.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 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

Multi-Temporal Sentinel-1 and -2 Data Fusion for Optical Image Simulation.
ISPRS Int. J. Geo Inf., 2018

Superpixel Based Dimension Reduction for Hyperspectral Imagery.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Total Variation Regularized Reweighted Sparse Nonnegative Matrix Factorization for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2017

2016
Total-Variation-Regularized Low-Rank Matrix Factorization for Hyperspectral Image Restoration.
IEEE Trans. Geosci. Remote. Sens., 2016

Sparsity-Regularized Robust Non-Negative Matrix Factorization for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Weighted Sparse Graph Based Dimensionality Reduction for Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett., 2016

Exploiting the low-rank property of hyperspectral imagery: A technical overview.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 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

2015
Hyperspectral Image Denoising via Noise-Adjusted Iterative Low-Rank Matrix Approximation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

2014
Hyperspectral Image Restoration Using Low-Rank Matrix Recovery.
IEEE Trans. Geosci. Remote. Sens., 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


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