Keyword : EM algorithm


A Study on Document Classification Method with Containig Unknown Categories
Takanori ARAKAWA Kenta MIKAWA Masayuki GOTO 
Publication:   D - Abstracts of IEICE TRANSACTIONS on Information and Systems (Japanese Edition)
Publication Date: 2013/08/01
Vol. J96-D  No. 8 ; pp. 1956-1959
Type of Manuscript:  LETTER
Category: 
Keyword: 
document classificationunknown categoryPolya mixtureEM algorithm
 Summary | Full Text(in Japanese):PDF(713.3KB)

An Efficient Parameter Tying Method for Offline Handwritten Word Recognition Using Context-Dependent HMMs
Tomoyuki HAMAMURA Bunpei IRIE Takuya NISHIMOTO Nobutaka ONO Shigeki SAGAYAMA 
Publication:   D - Abstracts of IEICE TRANSACTIONS on Information and Systems (Japanese Edition)
Publication Date: 2012/11/01
Vol. J95-D  No. 11 ; pp. 1962-1972
Type of Manuscript:  PAPER
Category: 
Keyword: 
partial tied-mixturehandwritten word recognitioncontext-dependent HMMEM algorithm
 Summary | Full Text(in Japanese):PDF(1.3MB)

A Multimodal Constellation Model for Generic Object Recognition
Yasunori KAMIYA Tomokazu TAKAHASHI Ichiro IDE Hiroshi MURASE 
Publication:   D - Abstracts of IEICE TRANSACTIONS on Information and Systems (Japanese Edition)
Publication Date: 2009/08/01
Vol. J92-D  No. 8 ; pp. 1104-1114
Type of Manuscript:  Special Section PAPER (Special Section on Image Recognition and Understanding)
Category: 
Keyword: 
constellation modelmultimodalizationgeneric object recognitionEM algorithm
 Summary | Full Text(in Japanese):PDF(1.3MB)

Automatic Removing of Partial Foreground Objects for Image Mosaicing
Takeaki IIYOSHI Wataru MITSUHASHI 
Publication:   D - Abstracts of IEICE TRANSACTIONS on Information and Systems (Japanese Edition)
Publication Date: 2009/08/01
Vol. J92-D  No. 8 ; pp. 1403-1413
Type of Manuscript:  Special Section PAPER (Special Section on Image Recognition and Understanding)
Category: 
Keyword: 
image mosaicingimage registrationEM algorithmbackground estimationgraph cuts
 Summary | Full Text(in Japanese):PDF(3.4MB)

An Automatic Inspection Based on Normalized χ2-Mixture Distribution Model Learning
Nobumoto YAMANE Motohiro TABUCHI Yoshitaka MORIKAWA 
Publication:   A - Abstracts of IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences (Japanese Edition)
Publication Date: 2009/04/01
Vol. J92-A  No. 4 ; pp. 234-242
Type of Manuscript:  PAPER
Category: 
Keyword: 
locally stationary Gaussian mixture modelautomatic inspectionEM algorithmmaximum likelihood detectionχ2-distribution
 Summary | Full Text(in Japanese):PDF(829.1KB)

Reduction in the Number of Components in Mixture Models
Kumiko MAEBASHI Nobuo SUEMATSU Akira HAYASHI 
Publication:   D - Abstracts of IEICE TRANSACTIONS on Information and Systems (Japanese Edition)
Publication Date: 2008/04/01
Vol. J91-D  No. 4 ; pp. 1058-1068
Type of Manuscript:  PAPER
Category: 
Keyword: 
mixture modelhierarchical mixture modelsEM algorithmmaximum likelihood method
 Summary | Full Text(in Japanese):PDF(696KB)

Articulate Object Model Acquisition from Visual Hull in Time Sequences
Masaaki IIYAMA Koh KAKUSHO Michihiko MINOH 
Publication:   D - Abstracts of IEICE TRANSACTIONS on Information and Systems (Japanese Edition)
Publication Date: 2006/06/01
Vol. J89-D  No. 6 ; pp. 1379-1390
Type of Manuscript:  PAPER
Category: 
Keyword: 
pose estimationarticulate objectEM algorithmvolume intersection
 Summary | Full Text(in Japanese):PDF(907.4KB)