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2010.12921
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Non-local Meets Global: An Iterative Paradigm for Hyperspectral Image Restoration
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
24 October 2020
Wei He
Quanming Yao
Chao Li
Xiangwei Zhu
Qibin Zhao
Hongyan Zhang
Guang Dai
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Papers citing
"Non-local Meets Global: An Iterative Paradigm for Hyperspectral Image Restoration"
38 / 38 papers shown
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Iterative Low-rank Network for Hyperspectral Image Denoising
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259
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30 Aug 2025
Deep Equilibrium Convolutional Sparse Coding for Hyperspectral Image Denoising
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Hailin Wang
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328
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A TRPCA-Inspired Deep Unfolding Network for Hyperspectral Image Denoising via Thresholded t-SVD and Top-K Sparse Transformer
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Jianli Zhao
Sheng Fang
Siyu Chen
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206
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03 Jun 2025
Hyperspectral Anomaly Detection Fused Unified Nonconvex Tensor Ring Factors Regularization
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Hailin Wang
Hao Shu
Feng Zhang
Jianjun Wang
Xiangyong Cao
Xi-Le Zhao
Gemine Vivone
327
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23 May 2025
Equal is Not Always Fair: A New Perspective on Hyperspectral Representation Non-Uniformity
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Mingqiang Wei
Jinhui Tang
370
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16 May 2025
From Image- to Pixel-level: Label-efficient Hyperspectral Image Reconstruction
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Jiaojiao Li
Haitao Xu
Rui Song
285
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10 Mar 2025
A Generalized Tensor Formulation for Hyperspectral Image Super-Resolution Under General Spatial Blurring
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Yinjian Wang
Wei Li
Yuanyuan Gui
Qian Du
James E. Fowler
159
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0
27 Sep 2024
Haar Nuclear Norms with Applications to Remote Sensing Imagery Restoration
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Chang Yu
Jiangjun Peng
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349
6
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Spatially-Variant Degradation Model for Dataset-free Super-resolution
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Haofei Song
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175
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Pan-denoising: Guided Hyperspectral Image Denoising via Weighted Represent Coefficient Total Variation
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Qiao Ke
Jiangjun Peng
Xiangyong Cao
Zixiang Zhao
232
33
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08 Jul 2024
Adaptive Step-size Perception Unfolding Network with Non-local Hybrid Attention for Hyperspectral Image Reconstruction
Yanan Yang
Like Xin
216
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04 Jul 2024
Beyond the Visible: Jointly Attending to Spectral and Spatial Dimensions with HSI-Diffusion for the FINCH Spacecraft
Ian Vyse
Rishit Dagli
Dav Vrat Chadha
John P. Ma
Hector Chen
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Iliya Shofman
Coby Silayan
Reid Sox-Harris
Shuhan Zheng
Khang Nguyen
229
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0
15 Jun 2024
SSUMamba: Spatial-Spectral Selective State Space Model for Hyperspectral Image Denoising
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
Guanyiman Fu
Fengchao Xiong
Jianfeng Lu
Jun Zhou
Mamba
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02 May 2024
Hyperspectral Image Denoising via Spatial-Spectral Recurrent Transformer
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023
Guanyiman Fu
Fengchao Xiong
Jianfeng Lu
Jun Zhou
Jiantao Zhou
Yuntao Qian
ViT
331
29
0
31 Dec 2023
SpectralGPT: Spectral Remote Sensing Foundation Model
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Danfeng Hong
Bing Zhang
Xuyang Li
Yuxuan Li
Chenyu Li
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Xiuping Jia
Antonio J. Plaza
Paolo Gamba
J. Benediktsson
J. Chanussot
368
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13 Nov 2023
Hyperspectral Image Denoising via Self-Modulating Convolutional Neural Networks
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Orhan Torun
S. E. Yuksel
Erkut Erdem
Nevrez Imamoglu
Aykut Erdem
228
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0
15 Sep 2023
Pixel Adaptive Deep Unfolding Transformer for Hyperspectral Image Reconstruction
IEEE International Conference on Computer Vision (ICCV), 2023
Miaoyu Li
Ying Fu
Ji Liu
Yulun Zhang
226
70
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21 Aug 2023
A Novel Truncated Norm Regularization Method for Multi-channel Color Image Denoising
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D. Hu
Zhi Wang
278
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16 Jul 2023
Unsupervised Hyperspectral Pansharpening via Low-rank Diffusion Model
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Xiangyu Rui
Xiangyong Cao
Li Pang
Zeyu Zhu
Zongsheng Yue
Deyu Meng
DiffM
291
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0
18 May 2023
H2TF for Hyperspectral Image Denoising: Where Hierarchical Nonlinear Transform Meets Hierarchical Matrix Factorization
IEEE Geoscience and Remote Sensing Letters (GRSL), 2023
Jiayi Li
Jinyu Xie
Yisi Luo
Xile Zhao
Jianli Wang
215
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0
21 Apr 2023
Multi-scale Adaptive Fusion Network for Hyperspectral Image Denoising
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2023
Haodong Pan
Feng Gao
Junyu Dong
Q. Du
201
18
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19 Apr 2023
Deep Diversity-Enhanced Feature Representation of Hyperspectral Images
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Jinhui Hou
Zhiyu Zhu
Xianqiang Lyu
Hui Liu
Huanqiang Zeng
Deyu Meng
367
15
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15 Jan 2023
AI Security for Geoscience and Remote Sensing: Challenges and Future Trends
IEEE Geoscience and Remote Sensing Magazine (GRSM), 2022
Yonghao Xu
Tao Bai
Weikang Yu
Shizhen Chang
P. M. Atkinson
Pedram Ghamisi
AAML
360
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19 Dec 2022
Low-Rank Tensor Function Representation for Multi-Dimensional Data Recovery
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Yisi Luo
Xile Zhao
Zhemin Li
Michael K. Ng
Deyu Meng
298
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0
01 Dec 2022
Fast Noise Removal in Hyperspectral Images via Representative Coefficient Total Variation
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022
Jiangjun Peng
Hailin Wang
Xiangyong Cao
Xinling Liu
Xiangyu Rui
Deyu Meng
304
75
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03 Nov 2022
Deep Plug-and-Play Prior for Hyperspectral Image Restoration
Neurocomputing (Neurocomputing), 2022
Zeqiang Lai
Kaixuan Wei
Ying Fu
324
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17 Sep 2022
Rank-Enhanced Low-Dimensional Convolution Set for Hyperspectral Image Denoising
Jinhui Hou
Zhiyu Zhu
Hui Liu
Xianqiang Lyu
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195
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0
09 Jul 2022
SketchCleanNet -- A deep learning approach to the enhancement and correction of query sketches for a 3D CAD model retrieval system
Computers & graphics (Comput. Graph.), 2022
Bharadwaj Manda
P. Kendre
Subhrajit Dey
Ramanathan Muthuganapathy
3DPC
262
15
0
02 Jul 2022
Bayesian Robust Tensor Ring Model for Incomplete Multiway Data
Zhenhao Huang
Yuning Qiu
Xinqi Chen
Weijun Sun
Guoxu Zhou
347
8
0
27 Feb 2022
Contrastive Attention Network with Dense Field Estimation for Face Completion
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Xin Ma
Xiaoqiang Zhou
Huaibo Huang
Gengyun Jia
Z. Chai
Xiaolin K. Wei
3DH
CVBM
162
20
0
20 Dec 2021
Nonlinear Transform Induced Tensor Nuclear Norm for Tensor Completion
Ben-Zheng Li
Xile Zhao
Teng-Yu Ji
Xiongjun Zhang
Tingzhu Huang
MedIm
250
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0
17 Oct 2021
FastHyMix: Fast and Parameter-free Hyperspectral Image Mixed Noise Removal
Lina Zhuang
Michael Kwok-Po Ng
166
124
0
18 Sep 2021
Interpretable Hyperspectral AI: When Non-Convex Modeling meets Hyperspectral Remote Sensing
Danfeng Hong
Wei He
Xiangwei Zhu
Jing Yao
Lianru Gao
Liangpei Zhang
Jocelyn Chanussot
Xiaoxiang Zhu
234
0
0
02 Mar 2021
SMDS-Net: Model Guided Spectral-Spatial Network for Hyperspectral Image Denoising
IEEE Transactions on Image Processing (TIP), 2020
Fengchao Xiong
Shuyin Tao
Jun Zhou
Jianfeng Lu
Jiantao Zhou
Y. Qian
235
67
0
03 Dec 2020
Hyperspectral Super-Resolution via Coupled Tensor Ring Factorization
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Wei He
Yong Chen
Xiangwei Zhu
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Qibin Zhao
373
130
0
06 Jan 2020
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