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Paper Publications
Paper Publications
[1].
Hyperspectral image denoising: Reconciling sparse and low-tensor-ring-rank priors in the transfor....
IEEE Transactions on Geoscience and Remote Sensing 61, 1-13.
[2].
Spectral super-resolution via model-guided cross-fusion network.
IEEE Transactions on Neural Networks and Learning Systems.
[3].
Interpretable deep attention prior for image restoration and enhancement.
IEEE Transactions on Computational Imaging 9, 185-196.
[4].
SinoLC-1: The first 1-meter resolution national-scale land-cover map of China created with the de....
Earth System Science Data Discussions 2023, 1-38.
[5].
A Spatial-Spectral Transformer Network with Total Variation Loss for Hyperspectral Image Denoisin....
IEEE Geoscience and Remote Sensing Letters.
[6].
Cross-region plastic greenhouse segmentation and counting using the style transfer and dual-task ....
Computers and Electronics in Agriculture 207, 107766.
[7].
Combining low-rank and deep plug-and-play priors for snapshot compressive imaging.
IEEE Transactions on Neural Networks and Learning Systems.
[8].
Content-Aware Subspace Low-Rank Tensor Recovery for Hyperspectral Image Restoration.
IEEE Transactions on Geoscience and Remote Sensing.
[9].
Cross-Domain Meta-Learning under Dual Adjustment Mode for Few-Shot Hyperspectral Image Classifica....
IEEE Transactions on Geoscience and Remote Sensing.
[10].
GLoCNet: Robust Feature Matching with Global-local Consistency Network for Remote Sensing Image R....
IEEE Transactions on Geoscience and Remote Sensing.
[11].
Multimodal Unsupervised Domain Adaptation for Remote Sensing Image Segmentation.
2023/10/31 Conference 2023 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS).
[12].
Mapping annual center-pivot irrigated cropland in Brazil during the 1985–2021 period with cloud ....
ISPRS Journal of Photogrammetry and Remote Sensing 205, 227-245.
[13].
Cross-level Attention with Overlapped Windows for Camouflaged Object Detection.
[14].
Blind single-image-based thin cloud removal using a cloud perception integrated fast Fourier conv....
ISPRS Journal of Photogrammetry and Remote Sensing 206, 63-86.
[15].
Low Rank Still Helps: an Interpretable and Flexible Spectral Prior to Boost Hyperspectral Imaging....
[16].
Multimodal Unsupervised Domain Adaptation for Remote Sensing Image Segmentation.
2023 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS).
[17].
Mapping annual center-pivot irrigated cropland in Brazil during the 1985–2021 period with cloud ....
ISPRS Journal of Photogrammetry and Remote Sensing 205, 227-245.
[18].
Cross-level Attention with Overlapped Windows for Camouflaged Object Detection.
[19].
Blind single-image-based thin cloud removal using a cloud perception integrated fast Fourier conv....
ISPRS Journal of Photogrammetry and Remote Sensing 206, 63-86.
[20].
Low Rank Still Helps: an Interpretable and Flexible Spectral Prior to Boost Hyperspectral Imaging....
[21].
A novel habitat adaptability evaluation indicator (HAEI) for predicting yield of county-level win....
International Journal of Applied Earth Observation and Geoinformation.
125. 103603.
[22].
Kdgraph: A Novel Keypoint Detection Method for Road Graph Extraction from Remote Sensing Images.
Available at SSRN 4684597.
2024.
[23].
Adaptive Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Denoising and Destripi....
[24].
SOSSF: Landsat-8 image synthesis on the blending of Sentinel-1 and MODIS data.
IEEE Transactions on Geoscience and Remote Sensing.
[25].
Hyperspectral compressive snapshot reconstruction via coupled low-rank subspace representation an....
IEEE Transactions on Image Processing.
[26].
Thick Cloud Removal in Multitemporal Remote Sensing Images via Low-Rank Regularized Self-Supervis....
IEEE Transactions on Geoscience and Remote Sensing.
2024.
[27].
Random hierarchical model for estimation of wheat yield in the North China Plain at different spa....
Field Crops Research.
306. 109226. 2024.
[28].
UANet: an Uncertainty-Aware Network for Building Extraction from Remote Sensing Images.
IEEE Transactions on Geoscience and Remote Sensing.
2024.
[29].
Learning without Exact Guidance: Updating Large-scale High-resolution Land Cover Maps from Low-re....
[30].
Wei He WPS: A whole phenology-based spectral feature selection method for mapping winter crop fro....
ISPRS Journal of Photogrammetry and Remote Sensing.
210. 141-159. 2024.
[31].
CRformer: Multi-modal data fusion to reconstruct cloud-free optical imagery.
International Journal of Applied Earth Observation and Geoinformation.
128. 103793. 2024.
[32].
Wetting or greening? Probing the global trends in Vegetation Condition Index (VCI).
International Journal of Applied Earth Observation and Geoinformation.
129. 103822. 2024.
[33].
Drought stress and its characteristics in China from 2001 to 2020 considering vegetation response....
Journal of Hydrology: Regional Studies.
53 (101763). 2024.
[34]. He Wei , Yao Quanming , Li Chao , Yokoya Naoto , Zhao Qibin , Zhang Hongyan and Zhang Liangpei.
Non-local Meets Global: An Integrated Paradigm for Hyperspectral Restoration.
IEEE TPAMI.
44 (4). 2022.
[35]. He Wei , Yokoya Naoto and Yuan Xin.
Fast Hyperspectral Image Recovery of Dual-Camera Compressive Hyperspectral Imaging via Non-iterat....
IEEE TIP.
2021.
[36]. He Wei , Chen Yong , Yokoya Naoto , Li Chao and Zhao Qibin.
Hyperspectral super-resolution via coupled tensor ring factorization.
Pattern Recognition.
2022.
[37]. He Wei , Yokoya Naoto , Yuan Longhao and Zhao Qibin.
Remote sensing image reconstruction using tensor ring completion and total-variation.
IEEE TGRS.
2019.
[38]. He Wei , Zhang Hongyan , Zhang Liangpei and Shen Huanfeng.
Total-Variation-Regularized Low-rank Matrix Factorization for Hyperspectral Image Restoration.
IEEE TGRS.
2016.
[39]. He Wei , Zhang Hongyan and Zhang Liangpei.
Total Variation Regularized Reweighted Sparse Nonnegative Matrix Factorization for Hyperspectral ....
IEEE TGRS.
2017.
[40]. He Wei , Yao Quanming , Li Chao , Yokoya Naoto and Zhao Qibin.
Non-local Meets Global: An Integrated Paradigm for Hyperspectral Denoising.
CVPR (oral).
2019.
[41]. He Wei , Zhang Hongyan , Zhang Liangpei and Shen Huanfeng.
A Noise-Adjusted Iterative Randomized Singular Value Decomposition Method for Hyperspectral Image....
IGARSS2014.
2014.
[42]. Li Chao , He Wei , Yuan Longhao , Sun Zhun and Zhao Qibin.
Guaranteed Matrix Completion under Multiple Linear Transformations.
CVPR (oral).
2019.
[43]. Zhang Hongyan , He Wei , Zhang Liangpei , Shen Huanfeng and Yuan Qiangqiang.
Hyperspectral Image Restoration Using Low-Rank Matrix Recovery.
IEEE TGRS.
2014.
[44]. Huan Linxi , Xue Nan , Zheng Xianwei , He Wei , Gong Jianya and Xia Gui-Song.
Unmixing Convolutional Features for Crisp Edge Detection.
IEEE TPAMI.
2022.
[45]. Uezato Tatsumi , Hong Danfeng , Yokoya Naoto and He Wei.
Guided deep decoder: Unsupervised image pair fusion.
ECCV (spotlight).
2020.
[46]. Hong Danfeng , He Wei* , Yokoya Naoto , Yao Jing , Gao Lianru* , Zhang Liangpei , Chanussot Jocelyn and Zhu Xiaoxiang.
Interpretable Hyperspectral AI: When Non-Convex Modeling meets Hyperspectral Remote Sensing.
IEEE Geoscience and Remote Sensing Maganize.
2021.
[47]. Chen Yong , He Wei* , Yokoya Naoto and Huang Ting-zhu.
Hyperspectral Image Restoration Using Weighted Group Sparsity Regularized Low-Rank Tensor Decompo....
IEEE TCYB.
2019.
[48]. Chen Yong , He Wei* , Yokoya Naoto* and Huang Ting-zhu.
Blind Cloud and Cloud Shadow Removal of Multitemporal Images Based on Total Variation Regularized....
ISPRS Journal of Photogrammetry and Remote Sensing.
2019.
[49]. Uezato Tatsumi , Yokoya Naoto and He Wei.
Illumination invariant hyperspectral image unmixing based on a digital surface model.
IEEE TIP.
2020.
[50]. Xu Huilin , He Wei , Zhang Liangpei and Zhang Hongyan.
Unsupervised Spectral-Spatial Semantic Feature Learning for Hyperspectral Image Classification.
IEEE TGRS.
2022.
[51]. Zheng Xianwei , Wu Xiujie , Huan Linxi , He Wei* and Zhang Hongyan.
A Gather-to-Guide Network for Remote Sensing Semantic Segmentation of RGB and Auxiliary Image.
IEEE TGRS.
2021.
[52]. Baier Gerald , He Wei and Yokoya Naoto.
Robust nonlocal low-rank SAR time series despeckling considering speckle correlation by total var....
IEEE TGRS.
2020.
[53]. Naoto Yokoya , Kazuki Yamanoi , Wei He , Gerald Baier , Bruno Adriano , Hiroyuki Miura and Satoru Oishi.
Breaking the Limits of Remote Sensing by Simulation and Deep Learning for Flood and Debris Flow M....
IEEE TGRS.
2020.
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