Sparsity-based image denoising via dictionary learning and structural clustering

CVPR 2011 ◽

10.1109/cvpr.2011.5995478 ◽

2011 ◽

Cited By ~ 223

Author(s):

Weisheng Dong ◽

Xin Li ◽

Lei Zhang ◽

Guangming Shi

Keyword(s):

Image Denoising ◽

Dictionary Learning ◽

Structural Clustering

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Patch-Based Image Processing: From Dictionary Learning to Structural Clustering

PERCEPTUAL DIGITAL IMAGING ◽

10.1201/b13016-58 ◽

2018 ◽

pp. 234-261 ◽

Cited By ~ 1

Author(s):

Xin Li

Keyword(s):

Image Processing ◽

Dictionary Learning ◽

Structural Clustering

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Clustering-based natural image denoising using dictionary learning approach in wavelet domain

Soft Computing ◽

10.1007/s00500-018-3438-9 ◽

2018 ◽

Vol 23 (17) ◽

pp. 8013-8027 ◽

Cited By ~ 2

Author(s):

Asem Khmag ◽

Abd Rahman Ramli ◽

Noraziahtulhidayu Kamarudin

Keyword(s):

Image Denoising ◽

Dictionary Learning ◽

Natural Image ◽

Learning Approach ◽

Wavelet Domain

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High Resolution Remote Sensing Image Denoising Algorithm Based on Sparse Representation and Adaptive Dictionary Learning

Computational Vision and Bio Inspired Computing - Lecture Notes in Computational Vision and Biomechanics ◽

10.1007/978-3-319-71767-8_76 ◽

2018 ◽

pp. 892-901 ◽

Cited By ~ 10

Author(s):

Yuwei Qiu ◽

Yuda Bi ◽

Yang Li ◽

Haoxiang Wang

Keyword(s):

Remote Sensing ◽

High Resolution ◽

Sparse Representation ◽

Image Denoising ◽

Dictionary Learning ◽

Remote Sensing Image

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Hyperspectral Image Denoising using Dictionary Learning

2019 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS) ◽

10.1109/whispers.2019.8921110 ◽

2019 ◽

Author(s):

Cassio F. Dantas ◽

Jeremy E. Cohen ◽

Remi Gribonval

Keyword(s):

Image Denoising ◽

Dictionary Learning ◽

Hyperspectral Image

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Block dictionary learning with l0 regularization and its application in image denoising

2017 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD) ◽

10.1109/fskd.2017.8393041 ◽

2017 ◽

Author(s):

Wei Xue ◽

Wensheng Zhang

Keyword(s):

Image Denoising ◽

Dictionary Learning

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Image denoising via adaptive dictionary learning based on single-pixel imaging

AOPC 2020: Optical Sensing and Imaging Technology ◽

10.1117/12.2576356 ◽

2020 ◽

Author(s):

Ziran Wei ◽

Jianlin Zhang ◽

Zhiyong Xu ◽

Yong Liu

Keyword(s):

Image Denoising ◽

Dictionary Learning ◽

Single Pixel

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A MR Image Denoising Algorithm based on Dictionary Learning with Minimax Concave Penalty

2020 IEEE 3rd International Conference on Information Communication and Signal Processing (ICICSP) ◽

10.1109/icicsp50920.2020.9232116 ◽

2020 ◽

Author(s):

Jianhao Tang ◽

Chao Wan ◽

Jiacheng Ling ◽

Zhenni Li

Keyword(s):

Image Denoising ◽

Dictionary Learning ◽

Mr Image ◽

Minimax Concave Penalty

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Nonlocal structured nonparametric Bayesian dictionary learning for image denoising

2016 IEEE 13th International Conference on Signal Processing (ICSP) ◽

10.1109/icsp.2016.7877813 ◽

2016 ◽

Author(s):

Zhou Liu ◽

Lei Yu ◽

Menglei Zhang ◽

Hong Sun

Keyword(s):

Image Denoising ◽

Dictionary Learning ◽

Nonparametric Bayesian

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Image Denoising Algorithm Based on Non Related Dictionary Learning

10.14257/astl.2016.123.19 ◽

2016 ◽

Cited By ~ 1

Author(s):

Nan Yao ◽

KaiSheng Wang ◽

Yue Cai

Keyword(s):

Image Denoising ◽

Dictionary Learning

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Image Denoising Based on Non-Local Low-Rank Dictionary Learning

10.14257/astl.2016.121.52 ◽

2016 ◽

Author(s):

Zhang Bo

Keyword(s):

Image Denoising ◽

Dictionary Learning ◽

Low Rank ◽

Non Local

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