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IEICE Trans

Keyword : Bayesian image denoising

Hierarchical Gaussian Markov Random Field for Image Denoising
Yuki MONMA Kan ARO Muneki YASUDA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2022/03/01
Vol. E105-D  No. 3 ; pp. 689-699
Type of Manuscript:  PAPER
Category: Image Processing and Video Processing
Keyword: 
Bayesian image denoising, Gaussian Markov random field, hierarchical Bayes method, linear-time algorithm, 
 Summary | Full Text:PDF
Linear-Time Algorithm in Bayesian Image Denoising based on Gaussian Markov Random Field
Muneki YASUDA Junpei WATANABE Shun KATAOKA Kazuyuki TANAKA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2018/06/01
Vol. E101-D  No. 6 ; pp. 1629-1639
Type of Manuscript:  PAPER
Category: Image Processing and Video Processing
Keyword: 
Bayesian image denoising, Gaussian Markov random field, EM algorithm, mean-field method, linear-time algorithm, 
 Summary | Full Text:PDF