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Paper Abstract and Keywords
Presentation 2013-01-23 17:10
Facial Feature Point Tracking using Linear Predictors with Time Continuity and Geometrical Constraint
Tatsuhide Matsuhide, Akinobu Maejima, Shigeo Morishima (Waseda Univ.) PRMU2012-96 MVE2012-61
Abstract (in Japanese) (See Japanese page) 
(in English) In this paper, we propose a novel method that tracks facial feature points using linear predictors with time continuity and geometrical constraint. In previous studies, a facial feature point tracking method using linear predictors was proposed which is a recursive linear regression method for displacement vectors from the current position to the correct position by considering pixel features around a target point. This method can accurately track feature points using multiple frames in a target facial video in training. In our proposed method, we performed facial feature point tracking for unknown persons robustly with time continuity using optical flow and geometrical constraint using PCA.
Keyword (in Japanese) (See Japanese page) 
(in English) Facial Landmark Tracking / Linear Regression / Optical Flow / PCA / / / /  
Reference Info. IEICE Tech. Rep., vol. 112, no. 385, PRMU2012-96, pp. 145-150, Jan. 2013.
Paper # PRMU2012-96 
Date of Issue 2013-01-16 (PRMU, MVE) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
Copyright
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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 PRMU2012-96 MVE2012-61

Conference Information
Committee PRMU MVE IPSJ-CVIM  
Conference Date 2013-01-23 - 2013-01-24 
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 2013-01-PRMU-MVE-CVIM 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Facial Feature Point Tracking using Linear Predictors with Time Continuity and Geometrical Constraint 
Sub Title (in English)  
Keyword(1) Facial Landmark Tracking  
Keyword(2) Linear Regression  
Keyword(3) Optical Flow  
Keyword(4) PCA  
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1st Author's Name Tatsuhide Matsuhide  
1st Author's Affiliation Waseda University (Waseda Univ.)
2nd Author's Name Akinobu Maejima  
2nd Author's Affiliation Waseda University (Waseda Univ.)
3rd Author's Name Shigeo Morishima  
3rd Author's Affiliation Waseda University (Waseda Univ.)
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Speaker Author-1 
Date Time 2013-01-23 17:10:00 
Presentation Time 30 minutes 
Registration for PRMU 
Paper # PRMU2012-96, MVE2012-61 
Volume (vol) vol.112 
Number (no) no.385(PRMU), no.386(MVE) 
Page pp.145-150 
#Pages
Date of Issue 2013-01-16 (PRMU, MVE) 


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