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Self-Supervised Nonlinear Transform-Based Tensor Nuclear Norm for
  Multi-Dimensional Image Recovery

Self-Supervised Nonlinear Transform-Based Tensor Nuclear Norm for Multi-Dimensional Image Recovery

29 May 2021
Yi-Si Luo
Xile Zhao
Tai-Xiang Jiang
Yi Chang
Michael K. Ng
Chao Li
ArXiv (abs)PDFHTML

Papers citing "Self-Supervised Nonlinear Transform-Based Tensor Nuclear Norm for Multi-Dimensional Image Recovery"

11 / 11 papers shown
Title
3DeepRep: 3D Deep Low-rank Tensor Representation for Hyperspectral Image Inpainting
3DeepRep: 3D Deep Low-rank Tensor Representation for Hyperspectral Image Inpainting
Yunshan Li
W. Gong
Qianqian Wang
C. Wang
L. Yang
14
0
0
20 Jun 2025
Under-Sampled High-Dimensional Data Recovery via Symbiotic Multi-Prior Tensor Reconstruction
Under-Sampled High-Dimensional Data Recovery via Symbiotic Multi-Prior Tensor Reconstruction
Jie Yang
Chang Su
Yize Zhang
Jianjun Zhu
Jinqiao Wang
57
0
0
08 Apr 2025
Self-supervised Deep Hyperspectral Inpainting with the Plug and Play and Deep Image Prior Models
Self-supervised Deep Hyperspectral Inpainting with the Plug and Play and Deep Image Prior Models
Shuo Li
Mehrdad Yaghoobi
137
0
0
14 Jan 2025
Projected Tensor-Tensor Products for Efficient Computation of Optimal
  Multiway Data Representations
Projected Tensor-Tensor Products for Efficient Computation of Optimal Multiway Data Representations
Katherine Keegan
Elizabeth Newman
30
1
0
28 Sep 2024
DTR: A Unified Deep Tensor Representation Framework for Multimedia Data
  Recovery
DTR: A Unified Deep Tensor Representation Framework for Multimedia Data Recovery
Ting-Wei Zhou
Xi-Le Zhao
Jian-Li Wang
Yi-Si Luo
Min Wang
Xiao-Xuan Bai
Hong Yan
113
0
0
07 Jul 2024
HIR-Diff: Unsupervised Hyperspectral Image Restoration Via Improved
  Diffusion Models
HIR-Diff: Unsupervised Hyperspectral Image Restoration Via Improved Diffusion Models
Li Pang
Xiangyu Rui
Long Cui
Hongzhong Wang
Deyu Meng
Xiangyong Cao
DiffM
83
21
0
24 Feb 2024
A New Low-Rank Learning Robust Quaternion Tensor Completion Method for
  Color Video Inpainting Problem and Fast Algorithms
A New Low-Rank Learning Robust Quaternion Tensor Completion Method for Color Video Inpainting Problem and Fast Algorithms
Zhigang Jia
Jingfei Zhu
58
1
0
16 Jun 2023
DDS2M: Self-Supervised Denoising Diffusion Spatio-Spectral Model for
  Hyperspectral Image Restoration
DDS2M: Self-Supervised Denoising Diffusion Spatio-Spectral Model for Hyperspectral Image Restoration
Yuchun Miao
Lefei Zhang
Lefei Zhang
Dacheng Tao
DiffM
81
38
0
12 Mar 2023
Low-Rank Tensor Function Representation for Multi-Dimensional Data
  Recovery
Low-Rank Tensor Function Representation for Multi-Dimensional Data Recovery
Yisi Luo
Xile Zhao
Zhemin Li
Michael K. Ng
Deyu Meng
87
41
0
01 Dec 2022
Tensor Decompositions for Hyperspectral Data Processing in Remote
  Sensing: A Comprehensive Review
Tensor Decompositions for Hyperspectral Data Processing in Remote Sensing: A Comprehensive Review
Minghua Wang
Danfeng Hong
Zhu Han
Jiaxin Li
Jing Yao
Lianru Gao
Bing Zhang
Jocelyn Chanussot
77
66
0
13 May 2022
Multi-modal and frequency-weighted tensor nuclear norm for hyperspectral
  image denoising
Multi-modal and frequency-weighted tensor nuclear norm for hyperspectral image denoising
Xiaozhen Xie
Sheng Liu
73
0
0
23 Jun 2021
1