Paper Abstract and Keywords |
Presentation |
2013-01-25 15:05
Extraction of individual features of dance motion with three-mode principal component analysis
-- An analysis of "Perfume" motion data -- Kazutoshi Maeda, Yoshitaro Onishi, Masashi Komori (OECU) HCS2012-73 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
This study aims at establishing a quantitative method to evaluate dance motion sequences by using a combination of geometric morphometrics method and a three-mode PARAFAC (Parallel Factor Analysis) that is a generalization of PCA to multi-mode data. A geometric morphometrics methodology converts landmark coordinates into normally distributed values that can be statistically analyzed. Using this method, we standardized three dimensional sequential landmark coordinates of the three dancers who danced the same dance. This motion data of the three dancers can be regarded as a three-mode data (i.e. time-sequence x landmark x dancer). We performed PARAFAC analysis on the three-mode data in order to extract factors of the dance motion. The factors extracted using PARAFAC were found to be related to the individual features of the dance motions. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Motion Capture / Dance / PARAFAC / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 112, no. 412, HCS2012-73, pp. 113-118, Jan. 2013. |
Paper # |
HCS2012-73 |
Date of Issue |
2013-01-17 (HCS) |
ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
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HCS2012-73 |
Conference Information |
Committee |
HCS |
Conference Date |
2013-01-24 - 2013-01-25 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Kochi City Culture-Plaza CUL-PORT |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
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Paper Information |
Registration To |
HCS |
Conference Code |
2013-01-HCS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Extraction of individual features of dance motion with three-mode principal component analysis |
Sub Title (in English) |
An analysis of "Perfume" motion data |
Keyword(1) |
Motion Capture |
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Dance |
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PARAFAC |
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1st Author's Name |
Kazutoshi Maeda |
1st Author's Affiliation |
Osaka Electro-Communication University (OECU) |
2nd Author's Name |
Yoshitaro Onishi |
2nd Author's Affiliation |
Osaka Electro-Communication University (OECU) |
3rd Author's Name |
Masashi Komori |
3rd Author's Affiliation |
Osaka Electro-Communication University (OECU) |
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Speaker |
Author-1 |
Date Time |
2013-01-25 15:05:00 |
Presentation Time |
25 minutes |
Registration for |
HCS |
Paper # |
HCS2012-73 |
Volume (vol) |
vol.112 |
Number (no) |
no.412 |
Page |
pp.113-118 |
#Pages |
6 |
Date of Issue |
2013-01-17 (HCS) |