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A Hybrid Structural Sparsification Error Model for Image Restoration
Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022,Volume: 33,Issue: 9,Page: 4451-4465
Authors:
Zha, Zhiyuan
;
Wen, Bihan
;
Yuan, Xin
;
Zhou, Jiantao
;
Zhu, Ce
;
Kot, Alex Chichung
Favorite
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TC[WOS]:
17
TC[Scopus]:
18
|
Submit date:2022/05/13
Analytical Models
Data Models
Dictionaries
Hybrid Structural Sparsification Error (Hsse)
Image Denoising
Image Restoration
Image Restoration
Minimization
Nonlocal Self-similarity (Nss)
Structural Sparse Representation (Ssr).
Transforms
Simultaneous Nonlocal Low-Rank And Deep Priors For Poisson Denoising
Conference paper
Singapore, Singapore, 23-27 May 2022
Authors:
Zhiyuan Zha
;
Bihan Wen
;
Xin Yuan
;
Jiantao Zhou
;
Ce Zhu
Adobe PDF
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TC[WOS]:
0
TC[Scopus]:
0
|
Submit date:2022/07/07
Low-Rankness Guided Group Sparse Representation for Image Restoration
Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022
Authors:
Zha, Zhiyuan
;
Wen, Bihan
;
Yuan, Xin
;
Zhou, Jiantao
;
Zhu, Ce
;
Kot, Alex Chichung
Adobe PDF
|
Favorite
|
|
TC[WOS]:
6
TC[Scopus]:
8
|
Submit date:2022/05/17
Adaptation Models
Adaptively Adjusted Parameter
Alternating Minimization
Dictionaries
Image Denoising
Image Reconstruction
Image Restoration
Image Restoration
Low-rankness Guided Group Sparse Representation (Lgsr)
Minimization
Nonlocal Self-similarity (Nss).
Task Analysis
LOW-RANK REGULARIZED JOINT SPARSITY FOR IMAGE DENOISING
Conference paper
Proceedings - International Conference on Image Processing, ICIP, Anchorage, AK, USA, 19-22 September 2021
Authors:
Zha, Zhiyuan
;
Wen, Bihan
;
Yuan, Xin
;
Zhou, Jiantao
;
Zhu, Ce
Favorite
|
|
TC[WOS]:
0
TC[Scopus]:
0
|
Submit date:2022/05/13
Adaptive Parameter
Alternating Minimization
Image Denoising
Low-rank Regularized Joint Sparsity
Nonlocal Sparse Representation
Image Restoration via Reconciliation of Group Sparsity and Low-Rank Models
Journal article
IEEE Transactions on Image Processing, 2021,Volume: 30,Page: 5223-5238
Authors:
Zha, Zhiyuan
;
Wen, Bihan
;
Yuan, Xin
;
Zhou, Jiantao
;
Zhu, Ce
Favorite
|
|
TC[WOS]:
23
TC[Scopus]:
24
|
Submit date:2022/05/13
adaptive parameter adjustment
alternating minimization
Group sparse coding
image restoration
low-rank regularized group sparse coding
The Power of Triply Complementary Priors for Image Compressive Sensing
Conference paper
Proceedings - International Conference on Image Processing, ICIP, Abu Dhabi, United Arab Emirates, 25-28 Oct. 2020
Authors:
Zhiyuan Zha
;
Xin Yuan
;
Joey Tianyi Zhou
;
Jiantao Zhou
;
Bihan Wen
;
Ce Zhu
Adobe PDF
|
Favorite
|
|
TC[WOS]:
0
TC[Scopus]:
12
|
Submit date:2021/03/11
Deep Prior
Hybrid Plug-and-play
Image Cs
Non-local Self-similarity
Triply Complementary Priors
Group Sparsity Residual Constraint with Non-Local Priors for Image Restoration
Journal article
IEEE Transactions on Image Processing, 2020,Volume: 29,Page: 8960-8975
Authors:
Zhiyuan Zha
;
Xin Yuan
;
Bihan Wen
;
Jiantao Zhou
;
Ce Zhu
Adobe PDF
|
Favorite
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|
TC[WOS]:
39
TC[Scopus]:
39
|
Submit date:2021/03/11
Group Sparse Representation
Group Sparsity Residual Constraint
Image Restoration
Nonlocal Self-similarity
Image Restoration via Simultaneous Nonlocal Self-Similarity Priors
Journal article
IEEE Transactions on Image Processing, 2020,Volume: 29,Page: 8561-8576
Authors:
Zhiyuan Zha
;
Xin Yuan
;
Jiantao Zhou
;
Ce Zhu
;
Bihan Wen
Adobe PDF
|
Favorite
|
|
TC[WOS]:
42
TC[Scopus]:
47
|
Submit date:2021/03/11
Image Restoration
Structural Sparse Representation
Simultaneous Nonlocal Self-similarity
Gaussian Mixture Model
Adaptive Parameter Adjusting
Image Restoration Using Joint Patch-Group Based Sparse Representation
Journal article
IEEE Transactions on Image Processing, 2020,Volume: 29,Page: 7735-7750
Authors:
Zhiyuan Zha
;
Xin Yuan
;
Bihan Wen
;
Jiachao Zhang
;
Jiantao Zhou
;
Ce Zhu
Adobe PDF
|
Favorite
|
|
TC[WOS]:
39
TC[Scopus]:
39
|
Submit date:2021/03/11
Sparse Representation
Jpg-sr
Nonlocal Self-similarity
Image Restoration
Admm
Reconciliation of group sparsity and low-rank models for image restoration
Conference paper
Proceedings - IEEE International Conference on Multimedia and Expo, London, UK, 6-10 July 2020
Authors:
Zhiyuan Zha
;
Bihan Wen
;
Xin Yuan
;
Jiantao Zhou
;
Ce Zhu
Adobe PDF
|
Favorite
|
|
TC[WOS]:
10
TC[Scopus]:
10
|
Submit date:2021/03/11
Adaptive Parameter Adjustment
Alternating Minimization
Group Sparse Coding
Image Restoration
Low-rank Regularized Group Sparse Coding