Keyword : Kullback-Leibler importance estimation procedure


Lighting Condition Adaptation for Perceived Age Estimation
Kazuya UEKI Masashi SUGIYAMA Yasuyuki IHARA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2011/02/01
Vol. E94-D  No. 2 ; pp. 392-395
Type of Manuscript:  LETTER
Category: Image Recognition, Computer Vision
Keyword: 
face recognitionage estimationcovariate shift adaptationlighting condition changeKullback-Leibler importance estimation procedureimportance-weighted regularized least-squares
 Summary | Full Text:PDF(159.1KB)

Direct Importance Estimation with a Mixture of Probabilistic Principal Component Analyzers
Makoto YAMADA Masashi SUGIYAMA Gordon WICHERN Jaak SIMM 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2010/10/01
Vol. E93-D  No. 10 ; pp. 2846-2849
Type of Manuscript:  LETTER
Category: Fundamentals of Information Systems
Keyword: 
importanceKullback-Leibler importance estimation proceduremixture of probabilistic principal component analyzersexpectation-maximization algorithm
 Summary | Full Text:PDF(121.1KB)