Presentation 1999/3/23
Psychological judgement on composed facial expressions by PCA
Masami YAMAGUCHI, Masaomi ODA, Tokuko OGAWA, Shigeru AKAMATSU,
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Abstract(in English) In this study, by using Principal Component Analysis (PCA), we investigated the transformation of expressions. We used facial expressions of anger, sadness, and happiness, and a neutral face from three persons. We also used averaged facial expressions of anger, sadness, and happiness and an neutral face. We applied transformation or each expression to other neutral face. In experiment 1, by using an experimental tool, the subjects judged categorical shirts or expressions under three conditions, that is, shirt from neutral to anger, shirt from neutral to sadness, and shift from neutral to happiness. In experiment 2, the subjects rated the faces in experiment 1. The results of experiments 1 and 2 were compared among the three different expressions, and among the different types or combinations. The results showed that in both experiments, the combination or an averaged face plus an individual expression gave the best result for all unnatural combinations, and that a happy face could be detected more easily than any or the other facial expressions.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) composed facial expression / PCA / happy face / angry face / sad face
Paper # HIP98-53
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Committee HIP
Conference Date 1999/3/23(1days)
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Registration To Human Information Processing (HIP)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Psychological judgement on composed facial expressions by PCA
Sub Title (in English)
Keyword(1) composed facial expression
Keyword(2) PCA
Keyword(3) happy face
Keyword(4) angry face
Keyword(5) sad face
1st Author's Name Masami YAMAGUCHI
1st Author's Affiliation Chuo University()
2nd Author's Name Masaomi ODA
2nd Author's Affiliation Ristumeikan University:ATR Human Information Processing Research Laboratories
3rd Author's Name Tokuko OGAWA
3rd Author's Affiliation ATR Human Information Processing Research Laboratories
4th Author's Name Shigeru AKAMATSU
4th Author's Affiliation Ristumeikan University
Date 1999/3/23
Paper # HIP98-53
Volume (vol) vol.98
Number (no) 683
Page pp.pp.-
#Pages 7
Date of Issue