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Paper Abstract and Keywords
Presentation 2017-10-12 11:00
Face identification based on shape spaces randomly generated from facial minute feature points
Kazuki Takasaka, Kazuhiro Fukui (Tsukuba Univ.) PRMU2017-66
Abstract (in Japanese) (See Japanese page) 
(in English) In this paper, we propose a face identification method based on the 3-d structure of facial minute feature points. The proposed method realizes high accuracy identification by introducing random sampling, even when detection of minute feature points is unstable. In the proposed method, we acquire feature points by random sampling from detected candidate points. Next, we generate a shape space from the obtained feature points. The shape space represents the 3-d structure of feature points. Identification is performed based on similarity between the corresponding shape spaces. We introduce Grassmann discriminant analysis upon identification. The effectiveness of the proposed method is demonstrated by experiment.
Keyword (in Japanese) (See Japanese page) 
(in English) Random Sampling / Face Identification / Shape Space / Canonical Angle / / / /  
Reference Info. IEICE Tech. Rep., vol. 117, no. 238, PRMU2017-66, pp. 19-24, Oct. 2017.
Paper # PRMU2017-66 
Date of Issue 2017-10-05 (PRMU) 
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)
Download PDF PRMU2017-66

Conference Information
Committee PRMU  
Conference Date 2017-10-12 - 2017-10-13 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
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Paper Information
Registration To PRMU 
Conference Code 2017-10-PRMU 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Face identification based on shape spaces randomly generated from facial minute feature points 
Sub Title (in English)  
Keyword(1) Random Sampling  
Keyword(2) Face Identification  
Keyword(3) Shape Space  
Keyword(4) Canonical Angle  
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1st Author's Name Kazuki Takasaka  
1st Author's Affiliation Tsukuba University (Tsukuba Univ.)
2nd Author's Name Kazuhiro Fukui  
2nd Author's Affiliation Tsukuba University (Tsukuba Univ.)
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Speaker Author-1 
Date Time 2017-10-12 11:00:00 
Presentation Time 30 minutes 
Registration for PRMU 
Paper # PRMU2017-66 
Volume (vol) vol.117 
Number (no) no.238 
Page pp.19-24 
#Pages 6 
Date of Issue 2017-10-05 (PRMU) 

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