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Zhiyuan Zha (查志远)
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Image restoration via simultaneous nonlocal self-similarity priors
Z Zha, X Yuan, J Zhou, C Zhu, B Wen
IEEE Transactions on Image Processing 29, 8561-8576, 2020
1082020
A benchmark for sparse coding: When group sparsity meets rank minimization
Z Zha, X Yuan, B Wen, J Zhou, J Zhang, C Zhu
IEEE Transactions on Image Processing 29, 5094-5109, 2020
962020
From rank estimation to rank approximation: Rank residual constraint for image restoration
Z Zha, X Yuan, B Wen, J Zhou, J Zhang, C Zhu
IEEE Transactions on Image Processing 29, 3254-3269, 2019
962019
Image restoration using joint patch-group-based sparse representation
Z Zha, X Yuan, B Wen, J Zhang, J Zhou, C Zhu
IEEE Transactions on Image Processing 29, 7735-7750, 2020
892020
Group sparsity residual constraint with non-local priors for image restoration
Z Zha, X Yuan, B Wen, J Zhou, C Zhu
IEEE Transactions on Image Processing 29, 8960-8975, 2020
882020
Analyzing the group sparsity based on the rank minimization methods
Z Zha, X Liu, X Huang, H Shi, Y Xu, Q Wang, L Tang, X Zhang
2017 IEEE International Conference on Multimedia and Expo (ICME), 883-888, 2017
792017
Image restoration via reconciliation of group sparsity and low-rank models
Z Zha, B Wen, X Yuan, J Zhou, C Zhu
IEEE Transactions on Image Processing 30, 5223-5238, 2021
742021
Non-convex weighted ℓp nuclear norm based ADMM framework for image restoration
Z Zha, X Zhang, Y Wu, Q Wang, X Liu, L Tang, X Yuan
Neurocomputing 311, 209-224, 2018
612018
Nonconvex Weighted Lp Minimization Based Group Sparse Representation Framework for Image Denoising
Qiong Wang, Xinggan Zhang, Yu Wu, Lan Tang, Zhiyuan Zha
IEEE Signal Processing Letters 24 (11), 1686-1690, 2017
602017
Triply complementary priors for image restoration
Z Zha, B Wen, X Yuan, JT Zhou, J Zhou, C Zhu
IEEE Transactions on Image Processing 30, 5819-5834, 2021
552021
Compressed sensing image reconstruction via adaptive sparse nonlocal regularization
Z Zha, X Liu, X Zhang, Y Chen, L Tang, Y Bai, Q Wang, Z Shang
The Visual Computer 34, 117-137, 2018
512018
Low-rankness guided group sparse representation for image restoration
Z Zha, B Wen, X Yuan, J Zhou, C Zhu, AC Kot
IEEE Transactions on Neural Networks and Learning Systems 34 (10), 7593-7607, 2022
442022
Group sparsity residual constraint for image denoising with external nonlocal self-similarity prior
Z Zha, X Zhang, Q Wang, Y Bai, Y Chen, L Tang, X Liu
Neurocomputing 275, 2294-2306, 2018
442018
Image denoising via group sparsity residual constraint
Z Zha, X Liu, Z Zhou, X Huang, J Shi, Z Shang, L Tang, Y Bai, Q Wang, ...
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
442017
A hybrid structural sparsification error model for image restoration
Z Zha, B Wen, X Yuan, J Zhou, C Zhu, AC Kot
IEEE Transactions on Neural Networks and Learning Systems 33 (9), 4451-4465, 2021
422021
Group-based sparse representation for image compressive sensing reconstruction with non-convex regularization
Z Zha, X Zhang, Q Wang, L Tang, X Liu
Neurocomputing 296, 55-63, 2018
322018
Learning Nonlocal Sparse and Low-Rank Models for Image Compressive Sensing: Nonlocal sparse and low-rank modeling
Z Zha, B Wen, X Yuan, S Ravishankar, J Zhou, C Zhu
IEEE Signal Processing Magazine 40 (1), 32-44, 2023
252023
Nonconvex structural sparsity residual constraint for image restoration
Z Zha, X Yuan, B Wen, J Zhang, C Zhu
IEEE Transactions on Cybernetics 52 (11), 12440-12453, 2021
212021
Analyzing the weighted nuclear norm minimization and nuclear norm minimization based on group sparse representation
Z Zha, X Yuan, B Li, X Zhang, X Liu, L Tang, YC Liang
arXiv preprint arXiv:1702.04463, 2017
202017
Group Sparsity Residual with Non-Local Samples for Image Denoising
Z Zha, X Zhang, Q Wang, Y Bai, L Tang, X Yuan
Acoustics, Speech and Signal Processing (ICASSP), 2018 IEEE International …, 2018
182018
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