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贺威
-
博士生导师
硕士生导师
- 性别：男
- 学历：博士研究生毕业
- 在职信息：在职
- 所在单位：测绘遥感信息工程国家重点实验室
- 入职时间： 2021-12-01
- 学科：
摄影测量与遥感
- 办公地点：武汉大学 信息学部 星湖综合办公大楼501A
- 联系方式：热烈欢迎 遥感/测绘/数学/计算机 相关专业学生报考我组博士、硕士、博士后，同时欢迎有科研兴趣的本科实习生，有意向者请发邮件：weihe1990@whu.edu.cn
- 电子邮箱：0be3cafebccd5667867aab84afea6f79fd3cc0dc826f627654becd57194ace5629318b3f473241ed15b62524f2c71ae3865cc4c1f3bfb700ba4a2b95d23191785373946368faf394764128843945161fcbd8c3ceaad76b65ab96fda6a1b4d8e008f2d7db8cd18f8d30ba10aec2cd70da2b312fa296313d04305b57ceafbf0e02
- 2024曾获荣誉当选：IEEE TGRS最佳审稿人
- 2021曾获荣誉当选：第九届高校GIS论坛 优秀教学成果奖
- 2020曾获荣誉当选：RIKEN Research Incentive Award
- 2019曾获荣誉当选：The autumn conference of the Remote Sensing Society of Japan (RSSJ)
- 2014曾获荣誉当选：IEEE GRSS 青年论文奖
访问量：
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[1].
Hyperspectral image denoising: Reconciling sparse and low-tensor-ring-rank priors in the transformed domain.
IEEE Transactions on Geoscience and Remote Sensing 61, 1-13.
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[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 deep learning framework and open-access data.
Earth System Science Data Discussions 2023, 1-38.
-
[5].
A Spatial-Spectral Transformer Network with Total Variation Loss for Hyperspectral Image Denoising.
IEEE Geoscience and Remote Sensing Letters.
-
[6].
Cross-region plastic greenhouse segmentation and counting using the style transfer and dual-task networks.
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 Classification.
IEEE Transactions on Geoscience and Remote Sensing.
-
[10].
GLoCNet: Robust Feature Matching with Global-local Consistency Network for Remote Sensing Image Registration.
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 platforms and deep learning.
ISPRS Journal of Photogrammetry and Remote Sensing 205, 227-245.
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[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 convolutional network.
ISPRS Journal of Photogrammetry and Remote Sensing 206, 63-86.
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[15].
Low Rank Still Helps: an Interpretable and Flexible Spectral Prior to Boost Hyperspectral Imaging Reconstruction.
-
[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 platforms and deep learning.
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 convolutional network.
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 Reconstruction.
-
[21].
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.
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 Destriping.
-
[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 and self-supervised deep network.
IEEE Transactions on Image Processing.
-
[26].
Thick Cloud Removal in Multitemporal Remote Sensing Images via Low-Rank Regularized Self-Supervised Network.
IEEE Transactions on Geoscience and Remote Sensing.
2024.
-
[27].
Random hierarchical model for estimation of wheat yield in the North China Plain at different spatial scales.
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.
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[29].
Learning without Exact Guidance: Updating Large-scale High-resolution Land Cover Maps from Low-resolution Historical Labels.
-
[30].
Wei He WPS: A whole phenology-based spectral feature selection method for mapping winter crop from time-series images.
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 and drought creep effect.
Journal of Hydrology: Regional Studies.
53
(101763).
2024.
-
[34].
He Wei
, Yao Quanming
, Li Chao
, Yokoya Naoto
, Zhao Qibin
, Zhang Hongyan
和 Zhang Liangpei.
Non-local Meets Global: An Integrated Paradigm for Hyperspectral Restoration.
IEEE TPAMI.
44
(4).
2022.
-
[35].
He Wei
, Yokoya Naoto
和 Yuan Xin.
Fast Hyperspectral Image Recovery of Dual-Camera Compressive Hyperspectral Imaging via Non-iterative Subspace-based Fusion.
IEEE TIP.
2021.
-
[36].
He Wei
, Chen Yong
, Yokoya Naoto
, Li Chao
和 Zhao Qibin.
Hyperspectral super-resolution via coupled tensor ring factorization.
Pattern Recognition.
2022.
-
[37].
He Wei
, Yokoya Naoto
, Yuan Longhao
和 Zhao Qibin.
Remote sensing image reconstruction using tensor ring completion and total-variation.
IEEE TGRS.
2019.
-
[38].
He Wei
, Zhang Hongyan
, Zhang Liangpei
和 Shen Huanfeng.
Total-Variation-Regularized Low-rank Matrix Factorization for Hyperspectral Image Restoration.
IEEE TGRS.
2016.
-
[39].
He Wei
, Zhang Hongyan
和 Zhang Liangpei.
Total Variation Regularized Reweighted Sparse Nonnegative Matrix Factorization for Hyperspectral Unmixing.
IEEE TGRS.
2017.
-
[40].
He Wei
, Yao Quanming
, Li Chao
, Yokoya Naoto
和 Zhao Qibin.
Non-local Meets Global: An Integrated Paradigm for Hyperspectral Denoising.
CVPR (oral).
2019.
-
[41].
He Wei
, Zhang Hongyan
, Zhang Liangpei
和 Shen Huanfeng.
A Noise-Adjusted Iterative Randomized Singular Value Decomposition Method for Hyperspectral Image Denoising.
IGARSS2014.
2014.
-
[42].
Li Chao
, He Wei
, Yuan Longhao
, Sun Zhun
和 Zhao Qibin.
Guaranteed Matrix Completion under Multiple Linear Transformations.
CVPR (oral).
2019.
-
[43].
Zhang Hongyan
, He Wei
, Zhang Liangpei
, Shen Huanfeng
和 Yuan Qiangqiang.
Hyperspectral Image Restoration Using Low-Rank Matrix Recovery.
IEEE TGRS.
2014.
-
[44].
Huan Linxi
, Xue Nan
, Zheng Xianwei
, He Wei
, Gong Jianya
和 Xia Gui-Song.
Unmixing Convolutional Features for Crisp Edge Detection.
IEEE TPAMI.
2022.
-
[45].
Uezato Tatsumi
, Hong Danfeng
, Yokoya Naoto
和 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
和 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
和 Huang Ting-zhu.
Hyperspectral Image Restoration Using Weighted Group Sparsity Regularized Low-Rank Tensor Decomposition.
IEEE TCYB.
2019.
-
[48].
Chen Yong
, He Wei*
, Yokoya Naoto*
和 Huang Ting-zhu.
Blind Cloud and Cloud Shadow Removal of Multitemporal Images Based on Total Variation Regularized Low-Rank Sparsity Decomposition.
ISPRS Journal of Photogrammetry and Remote Sensing.
2019.
-
[49].
Uezato Tatsumi
, Yokoya Naoto
和 He Wei.
Illumination invariant hyperspectral image unmixing based on a digital surface model.
IEEE TIP.
2020.
-
[50].
Xu Huilin
, He Wei
, Zhang Liangpei
和 Zhang Hongyan.
Unsupervised Spectral-Spatial Semantic Feature Learning for Hyperspectral Image Classification.
IEEE TGRS.
2022.
-
[51].
Zheng Xianwei
, Wu Xiujie
, Huan Linxi
, He Wei*
和 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
和 Yokoya Naoto.
Robust nonlocal low-rank SAR time series despeckling considering speckle correlation by total variation regularization.
IEEE TGRS.
2020.
-
[53].
Naoto Yokoya
, Kazuki Yamanoi
, Wei He
, Gerald Baier
, Bruno Adriano
, Hiroyuki Miura
和 Satoru Oishi.
Breaking the Limits of Remote Sensing by Simulation and Deep Learning for Flood and Debris Flow Mapping.
IEEE TGRS.
2020.
