Keyword : variational Bayes


Variational-Bayesian Single-Image Devignetting
Motoharu SONOGASHIRA Masaaki IIYAMA Michihiko MINOH 
Publication:   
Publication Date: 2018/09/01
Vol. E101-D  No. 9 ; pp. 2368-2380
Type of Manuscript:  PAPER
Category: Image Processing and Video Processing
Keyword: 
vignettingdevignettingsingle-imagevariational Bayes
 Summary | Full Text:PDF(5.3MB)

Shift-Variant Blind Deconvolution Using a Field of Kernels
Motoharu SONOGASHIRA Masaaki IIYAMA Michihiko MINOH 
Publication:   
Publication Date: 2017/09/01
Vol. E100-D  No. 9 ; pp. 1971-1983
Type of Manuscript:  Special Section PAPER (Special Section on Picture Coding and Image Media Processing)
Category: 
Keyword: 
blind deconvolutiondeblurringshift-variantvariational Bayes
 Summary | Full Text:PDF(1.9MB)

Generalization Performance of Subspace Bayes Approach in Linear Neural Networks
Shinichi NAKAJIMA Sumio WATANABE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2006/03/01
Vol. E89-D  No. 3 ; pp. 1128-1138
Type of Manuscript:  PAPER
Category: Algorithm Theory
Keyword: 
empirical Bayesvariational Bayesneural networksreduced-rank regressionJames-Steinunidentifiable
 Summary | Full Text:PDF(330.2KB)

Selection of Shared-State Hidden Markov Model Structure Using Bayesian Criterion
Shinji WATANABE Yasuhiro MINAMI Atsushi NAKAMURA Naonori UEDA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2005/01/01
Vol. E88-D  No. 1 ; pp. 1-9
Type of Manuscript:  Special Section PAPER (Special Section on the 2003 IEICE Excellent Paper Award)
Category: 
Keyword: 
speech recognitionshared-state HMMmodel structure selectionvariational BayesBayesian criterion
 Summary | Full Text:PDF(521.1KB)