Wei He
Orcid: 0000-0003-3410-0643Affiliations:
- 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 88 papers
between 2014 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
IEEE Trans. Neural Networks Learn. Syst., November, 2024
IEEE Trans. Neural Networks Learn. Syst., July, 2024
IEEE Trans. Image Process., 2024
Hyperspectral Compressive Snapshot Reconstruction via Coupled Low-Rank Subspace Representation and Self-Supervised Deep Network.
IEEE Trans. Image Process., 2024
IEEE Trans. Geosci. Remote. Sens., 2024
IEEE Trans. Geosci. Remote. Sens., 2024
G2LDIE: Global-to-Local Dynamic Information Enhancement Framework for Weakly Supervised Building Extraction From Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2024
UANet: An Uncertainty-Aware Network for Building Extraction From Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2024
Adaptive Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Denoising and Destriping.
IEEE Trans. Geosci. Remote. Sens., 2024
An Unsupervised Dehazing Network With Hybrid Prior Constraints for Hyperspectral Image.
IEEE Trans. Geosci. Remote. Sens., 2024
Fast Large-Scale Hyperspectral Image Denoising via Noniterative Low-Rank Subspace Representation.
IEEE Trans. Geosci. Remote. Sens., 2024
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
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., 2024
Unidirectional Spatial and Spectral Smoothed Tensor Ring Decomposition for Hyperspectral Image Denoising and Destriping.
IEEE Geosci. Remote. Sens. Lett., 2024
Inf. Fusion, 2024
An interpretable and flexible fusion prior to boost hyperspectral imaging reconstruction.
Inf. Fusion, 2024
Int. J. Appl. Earth Obs. Geoinformation, 2024
Int. J. Appl. Earth Obs. Geoinformation, 2024
Identifying Every Building's Function in Large-Scale Urban areas with Multi-Modality Remote-Sensing Data.
Proceedings of the IGARSS 2024, 2024
Overcoming the Uncertainty Challenges in Flood Rapid Mapping with Multi-Source Optical Data.
Proceedings of the IGARSS 2024, 2024
Proceedings of the IGARSS 2024, 2024
Cross Modal Few Shot Learning for Tree Species Classification Using Airborne Hyperspectral Images.
Proceedings of the IGARSS 2024, 2024
Learning without Exact Guidance: Updating Large-Scale High-Resolution Land Cover Maps from Low-Resolution Historical Labels.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
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, December, 2023
Cross-region plastic greenhouse segmentation and counting using the style transfer and dual-task networks.
Comput. Electron. Agric., April, 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
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
IEEE Trans. Computational Imaging, 2023
A Spatial-Spectral Transformer Network With Total Variation Loss for Hyperspectral Image Denoising.
IEEE Geosci. Remote. Sens. Lett., 2023
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
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
Pattern Recognit., 2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
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
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
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
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
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
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
ISPRS Int. J. Geo Inf., 2018
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
IEEE Geosci. Remote. Sens. Lett., 2016
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
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