Wavelet Denoising of Multicomponent Images Using Gaussian Scale Mixture Models and a Noise-Free Image as Priors

IEEE Transactions on Image Processing ◽

10.1109/tip.2007.899598 ◽

2007 ◽

Vol 16 (7) ◽

pp. 1865-1872 ◽

Author(s):

P. Scheunders ◽

S. De Backer

Keyword(s):

Mixture Models ◽

Wavelet Denoising ◽

Scale Mixture ◽

Gaussian Scale Mixture ◽

Multicomponent Images

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Wavelet denoising of multicomponent images, using a Gaussian Scale Mixture model

18th International Conference on Pattern Recognition (ICPR'06) ◽

10.1109/icpr.2006.1185 ◽

2006 ◽

Author(s):

P. Scheunders ◽

S. De Backer

Keyword(s):

Mixture Model ◽

Wavelet Denoising ◽

Scale Mixture ◽

Gaussian Scale Mixture ◽

Multicomponent Images

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Accelerating Convolutional Neural Network via Structured Gaussian Scale Mixture Models: A Joint Grouping and Pruning Approach

IEEE Journal of Selected Topics in Signal Processing ◽

10.1109/jstsp.2020.2975610 ◽

2020 ◽

Vol 14 (4) ◽

pp. 817-827

Author(s):

Tao Huang ◽

Weisheng Dong ◽

Jinshan Liu ◽

Fangfang Wu ◽

Guangming Shi ◽

...

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Mixture Models ◽

Scale Mixture ◽

Gaussian Scale Mixture

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Gaussian Scale Mixture Models for Robust Linear Multivariate Regression with Missing Data

Communications in Statistics - Simulation and Computation ◽

10.1080/03610918.2013.875565 ◽

2015 ◽

Vol 45 (3) ◽

pp. 791-813 ◽

Author(s):

Juha Ala-Luhtala ◽

Robert Piché

Keyword(s):

Missing Data ◽

Mixture Models ◽

Multivariate Regression ◽

Scale Mixture ◽

Gaussian Scale Mixture

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Speech Enhancement Using Gaussian Scale Mixture Models

IEEE Transactions on Audio Speech and Language Processing ◽

10.1109/tasl.2009.2030012 ◽

2010 ◽

Vol 18 (6) ◽

pp. 1127-1136 ◽

Author(s):

Jiucang Hao ◽

Te-Won Lee ◽

Terrence J Sejnowski

Keyword(s):

Mixture Models ◽

Speech Enhancement ◽

Scale Mixture ◽

Gaussian Scale Mixture

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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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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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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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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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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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