Presentation 2010-05-14
Facial Expression Analysis Using Motion Capture
Masanori FUKUI, Chika NAGAOKA, Masashi KOMORI,
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Abstract(in English) Dynamic facial expressions (i.e., video sequences of facial expressions) were investigated using a stereo-camera system and generalized Procrustes analysis (GPA). Two undergraduate students provided facial videos. Prior to each recording, the positions of 19 feature points were marked by blue dots on each face. Each participant played UNO game with two opponents. Facial sequences of each participant were captured during the game using two video cameras. 3D coordinates of the feature points of each frame were obtained by triangulation. In order to standardize them, we performed GPA on facial feature points separately for each participant. Moreover, principal component analysis (PCA) was performed on standardized facial coordinates for each participant. For both participants, the 1st PCs were found to be related to mouth opening, indicating that the 1st PCs were linked to laughing. Time sequential pattern of laughing was examined based on time series of the PC1 scores.
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Keyword(in English) motion capture / facial expressions / generalized Procrustes analysis
Paper # HCS2010-13,HIP2010-13
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Committee HIP
Conference Date 2010/5/6(1days)
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Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Facial Expression Analysis Using Motion Capture
Sub Title (in English)
Keyword(1) motion capture
Keyword(2) facial expressions
Keyword(3) generalized Procrustes analysis
1st Author's Name Masanori FUKUI
1st Author's Affiliation Graduate School of Engineering, Osaka Electro-Communication University()
2nd Author's Name Chika NAGAOKA
2nd Author's Affiliation Kokoro Research Center, Kyoto University
3rd Author's Name Masashi KOMORI
3rd Author's Affiliation Faculty of Information and Communication Engineering, Osaka Electro-Communication University
Date 2010-05-14
Paper # HCS2010-13,HIP2010-13
Volume (vol) vol.110
Number (no) 34
Page pp.pp.-
#Pages 4
Date of Issue