Paper Abstract and Keywords |
Presentation |
2017-05-26 11:30
High-accurate heart rate estimation from facial videos based on ICA-R Terumi Umematsu, Masanori Tsujikawa (NEC) SIP2017-20 IE2017-20 PRMU2017-20 MI2017-20 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
We propose a novel heart rate (HR) estimation method from facial videos captured with a web camera on the basis of independent component analysis (ICA) with reference. The reference signal, which is extracted using coefficients for emphasizing HR signals, achieves a more accurate estimation. We show the proposed method reduces the estimation error by 18% in comparison with conventional methods. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Heart rate estimation / Non-contact / Facial videos / ICA-R / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 117, no. 47, SIP2017-20, pp. 101-106, May 2017. |
Paper # |
SIP2017-20 |
Date of Issue |
2017-05-18 (SIP, IE, PRMU, MI) |
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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SIP2017-20 IE2017-20 PRMU2017-20 MI2017-20 |
Conference Information |
Committee |
PRMU IE MI SIP |
Conference Date |
2017-05-25 - 2017-05-26 |
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(See Japanese page) |
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Paper Information |
Registration To |
SIP |
Conference Code |
2017-05-PRMU-IE-MI-SIP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
High-accurate heart rate estimation from facial videos based on ICA-R |
Sub Title (in English) |
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Keyword(1) |
Heart rate estimation |
Keyword(2) |
Non-contact |
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Facial videos |
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ICA-R |
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1st Author's Name |
Terumi Umematsu |
1st Author's Affiliation |
NEC Corporation (NEC) |
2nd Author's Name |
Masanori Tsujikawa |
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NEC Corporation (NEC) |
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Speaker |
Author-1 |
Date Time |
2017-05-26 11:30:00 |
Presentation Time |
30 minutes |
Registration for |
SIP |
Paper # |
SIP2017-20, IE2017-20, PRMU2017-20, MI2017-20 |
Volume (vol) |
vol.117 |
Number (no) |
no.47(SIP), no.48(IE), no.49(PRMU), no.50(MI) |
Page |
pp.101-106 |
#Pages |
6 |
Date of Issue |
2017-05-18 (SIP, IE, PRMU, MI) |
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