Keyword : mixture models


A Spatially Correlated Mixture Model for Image Segmentation
Kosei KURISU Nobuo SUEMATSU Kazunori IWATA Akira HAYASHI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2015/04/01
Vol. E98-D  No. 4 ; pp. 930-937
Type of Manuscript:  PAPER
Category: Image Recognition, Computer Vision
Keyword: 
image segmentationGaussian processesmixture models
 Summary | Full Text:PDF

EM Algorithm with Split and Merge Operations for Mixture Models
Naonori UEDA Ryohei NAKANO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2000/12/25
Vol. E83-D  No. 12 ; pp. 2047-2055
Type of Manuscript:  INVITED PAPER (Special Issue on the 1999 IEICE Excellent Paper Award)
Category: Biocybernetics, Neurocomputing
Keyword: 
EM algorithmsplit and merge operationsmixture modelsmaximum likelihood estimatesdimensionality reduction
 Summary | Full Text:PDF