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Paper Abstract and Keywords
Presentation 2021-08-26 15:45
An Analysis of Deep Face Recognition Using Face Parsing
Hiroya Kawai, Takashi Kozu, Koichi Ito (Tohoku Univ.), Hwann-Tzong Chen (NTHU), Takafumi Aoki (Tohoku Univ.) PRMU2021-13
Abstract (in Japanese) (See Japanese page) 
(in English) Face recognition is widely used in mobile devices and security gates due to its convenience. In recent years, face recognition methods using Convolutional Neural Networks (CNNs) have become the most popular method, but the inference process is not clear. In this paper, we provide a novel analysis method and results for deep face recognition based on facial parts. A part of the face image, such as eyes, nose, and mouth, is masked based on the segmentation results estimated by the face parsing model. We demonstrate which facial parts are important in deep face recognition through experiments using masked face images.
Keyword (in Japanese) (See Japanese page) 
(in English) face recognition / face parsing / CNN / biometrics / / / /  
Reference Info. IEICE Tech. Rep., vol. 121, no. 155, PRMU2021-13, pp. 36-41, Aug. 2021.
Paper # PRMU2021-13 
Date of Issue 2021-08-19 (PRMU) 
ISSN 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 PRMU2021-13

Conference Information
Committee PRMU  
Conference Date 2021-08-26 - 2021-08-26 
Place (in Japanese) (See Japanese page) 
Place (in English) Online 
Topics (in Japanese) (See Japanese page) 
Topics (in English) CV/PR techniques for human-robot cooperation 
Paper Information
Registration To PRMU 
Conference Code 2021-08-PRMU 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) An Analysis of Deep Face Recognition Using Face Parsing 
Sub Title (in English)  
Keyword(1) face recognition  
Keyword(2) face parsing  
Keyword(3) CNN  
Keyword(4) biometrics  
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1st Author's Name Hiroya Kawai  
1st Author's Affiliation Tohoku University (Tohoku Univ.)
2nd Author's Name Takashi Kozu  
2nd Author's Affiliation Tohoku University (Tohoku Univ.)
3rd Author's Name Koichi Ito  
3rd Author's Affiliation Tohoku University (Tohoku Univ.)
4th Author's Name Hwann-Tzong Chen  
4th Author's Affiliation National Tsing-Hua University (NTHU)
5th Author's Name Takafumi Aoki  
5th Author's Affiliation Tohoku University (Tohoku Univ.)
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Speaker Author-1 
Date Time 2021-08-26 15:45:00 
Presentation Time 15 minutes 
Registration for PRMU 
Paper # PRMU2021-13 
Volume (vol) vol.121 
Number (no) no.155 
Page pp.36-41 
#Pages 6 
Date of Issue 2021-08-19 (PRMU) 

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