Paper Abstract and Keywords |
Presentation |
2004-11-18 13:00
Facial expression analysis by ICA-EMC considering class-features Isao Eguchi, Kazunori Kotani (JAIST) |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
This report includes ICA (Independent Component Analysis) as one of
method for facial expression analysis.
The basis derived by ICA is nonorthogonality, has a possibility of
representing facial expression-features with accuracy compared to PCA.
Since ICA does not derive the basis considered class-features, is
expected to separate each expression-classes by considering class-features.
This report describes a new method named ICA-EMC. ICA-EMC uses the basis
from EMC (Eigen-space Method based on Class-features) for ICA in facial expression analysis. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
facial expression analysis / eigen-space method / independent component analysis / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 104, no. 447, PRMU2004-98, pp. 31-36, Nov. 2004. |
Paper # |
PRMU2004-98 |
Date of Issue |
2004-11-11 (PRMU) |
ISSN |
Print edition: ISSN 0913-5685 |
Download PDF |
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Conference Information |
Committee |
PRMU |
Conference Date |
2004-11-18 - 2004-11-19 |
Place (in Japanese) |
(See Japanese page) |
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(See Japanese page) |
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Paper Information |
Registration To |
PRMU |
Conference Code |
2004-11-PRMU |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Facial expression analysis by ICA-EMC considering class-features |
Sub Title (in English) |
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Keyword(1) |
facial expression analysis |
Keyword(2) |
eigen-space method |
Keyword(3) |
independent component analysis |
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1st Author's Name |
Isao Eguchi |
1st Author's Affiliation |
JAPAN ADVANCED INSTITUTE OF SCIENCE AND TECHNOLOGY (JAIST) |
2nd Author's Name |
Kazunori Kotani |
2nd Author's Affiliation |
JAPAN ADVANCED INSTITUTE OF SCIENCE AND TECHNOLOGY (JAIST) |
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Speaker |
Author-1 |
Date Time |
2004-11-18 13:00:00 |
Presentation Time |
30 minutes |
Registration for |
PRMU |
Paper # |
PRMU2004-98 |
Volume (vol) |
vol.104 |
Number (no) |
no.447 |
Page |
pp.31-36 |
#Pages |
6 |
Date of Issue |
2004-11-11 (PRMU) |