Image Restoration via Simultaneous Sparse Coding: Where Structured Sparsity Meets Gaussian Scale Mixture

International Journal of Computer Vision ◽

10.1007/s11263-015-0808-y ◽

2015 ◽

Vol 114 (2-3) ◽

pp. 217-232 ◽

Author(s):

Weisheng Dong ◽

Guangming Shi ◽

Yi Ma ◽

Xin Li

Keyword(s):

Image Restoration ◽

Sparse Coding ◽

Structured Sparsity ◽

Scale Mixture ◽

Gaussian Scale Mixture ◽

Simultaneous Sparse Coding

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Simultaneous sparse coding with Laplacian scale mixture prior for image restoration

Journal of Electronic Imaging ◽

10.1117/1.jei.27.5.053009 ◽

2018 ◽

Vol 27 (05) ◽

pp. 1

Author(s):

Xiaolei Lu ◽

Xuebin Lü ◽

Yongsheng Zuo

Keyword(s):

Image Restoration ◽

Sparse Coding ◽

Scale Mixture ◽

Mixture Prior ◽

Simultaneous Sparse Coding

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MAP-based image denoising with structured sparsity and Gaussian scale mixture

Pattern Analysis and Applications ◽

10.1007/s10044-018-0692-5 ◽

2018 ◽

Vol 22 (3) ◽

pp. 965-977

Author(s):

Jimin Ye ◽

Yue Zhang

Keyword(s):

Image Denoising ◽

Structured Sparsity ◽

Scale Mixture ◽

Gaussian Scale Mixture

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Image Denoising via Improved Simultaneous Sparse Coding with Laplacian Scale Mixture

Wuhan University Journal of Natural Sciences ◽

10.1007/s11859-018-1332-z ◽

2018 ◽

Vol 23 (4) ◽

pp. 338-346 ◽

Author(s):

Jimin Ye ◽

Yue Zhang ◽

Yating Yang

Keyword(s):

Image Denoising ◽

Sparse Coding ◽

Scale Mixture ◽

Simultaneous Sparse Coding

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Bayesian demosaicing using gaussian scale mixture priors with local adaptivity in the dual tree complex wavelet packet transform domain

10.1117/12.2008537 ◽

2013 ◽

Author(s):

Bart Goossens ◽

Jan Aelterman ◽

Hiep Luong ◽

Aleksandra Pizurica ◽

Wilfried Philips

Keyword(s):

Wavelet Packet ◽

Wavelet Packet Transform ◽

Transform Domain ◽

Scale Mixture ◽

Gaussian Scale Mixture ◽

Complex Wavelet

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Bayesian Correlation Filter Learning with Gaussian Scale Mixture Model for Visual Tracking

IEEE Transactions on Circuits and Systems for Video Technology ◽

10.1109/tcsvt.2021.3101591 ◽

2021 ◽

pp. 1-1

Author(s):

Yuan Cao ◽

Guangming Shi ◽

Tianzhu Zhang ◽

Weisheng Dong ◽

Jinjian Wu ◽

...

Keyword(s):

Mixture Model ◽

Visual Tracking ◽

Correlation Filter ◽

Scale Mixture ◽

Gaussian Scale Mixture

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From group sparse coding to rank minimization: A novel denoising model for low-level image restoration

Signal Processing ◽

10.1016/j.sigpro.2020.107655 ◽

2020 ◽

Vol 176 ◽

pp. 107655

Author(s):

Yunyi Li ◽

Guan Gui ◽

Xiefeng Cheng

Keyword(s):

Image Restoration ◽

Sparse Coding ◽

Rank Minimization ◽

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Compressed Sensing With a Gaussian Scale Mixture Model for Limited View Photoacoustic Computed Tomography In Vivo

Technology in Cancer Research & Treatment ◽

10.1177/1533033818808222 ◽

2018 ◽

Vol 17 ◽

pp. 153303381880822 ◽

Author(s):

Jing Meng ◽

Chengbo Liu ◽

Jeesu Kim ◽

Chulhong Kim ◽

Liang Song

Keyword(s):

Computed Tomography ◽

Compressed Sensing ◽

Mixture Model ◽

Scale Mixture ◽

Gaussian Scale Mixture

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Graph Laplacian Regularization with Sparse Coding for Image Restoration and Representation

IEEE Transactions on Circuits and Systems for Video Technology ◽

10.1109/tcsvt.2019.2913411 ◽

2019 ◽

pp. 1-1

Author(s):

Lingdao Sha ◽

Dan Schonfeld ◽

Jing Wang

Keyword(s):

Image Restoration ◽

Sparse Coding ◽

Graph Laplacian ◽

Laplacian Regularization

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Video Denoising Based on a Spatiotemporal Gaussian Scale Mixture Model

IEEE Transactions on Circuits and Systems for Video Technology ◽

10.1109/tcsvt.2010.2051366 ◽

2010 ◽

Vol 20 (7) ◽

pp. 1032-1040 ◽

Author(s):

Gijesh Varghese ◽

Zhou Wang

Keyword(s):

Mixture Model ◽

Scale Mixture ◽

Video Denoising ◽

Gaussian Scale Mixture

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Speckle noise reduction via phase-aware clustering-based non-local simultaneous sparse coding

2016 IEEE International Conference on Image Processing (ICIP) ◽

10.1109/icip.2016.7532704 ◽

2016 ◽

Author(s):

Jinze Yu

Keyword(s):

Noise Reduction ◽

Sparse Coding ◽

Speckle Noise ◽

Simultaneous Sparse Coding ◽

Non Local ◽

Speckle Noise Reduction

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