Paper Abstract and Keywords |
Presentation |
2012-01-20 17:00
Skin region extraction and person-independent deformable templates for fast face tracking Simon Clippingdale, Mahito Fujii (NHK) PRMU2011-180 MVE2011-89 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
We describe a prototype face detection, tracking and pose estimation system for automatic face metadata extraction. An early version of the system scanned entire input frames with a face detector, leading to slow processing and many false positive detections. Tracking and pose estimation was performed by matching against deformable templates of all registered indiviiduals, which could also be computationally intensive. In order to tackle these issues, we (i) restrict face detection processing to regions identified as containing skin color, and (ii) we construct a relatively small number of “person-independent” deformable templates, and use these for tracking and pose estimation. We show experimental results, discuss performance and identify remaining issues. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
face tracking / face pose estimation / deformable template matching / skin region extraction / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 111, no. 379, PRMU2011-180, pp. 347-352, Jan. 2012. |
Paper # |
PRMU2011-180 |
Date of Issue |
2012-01-12 (PRMU, MVE) |
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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PRMU2011-180 MVE2011-89 |
Conference Information |
Committee |
PRMU MVE CQ IPSJ-CVIM |
Conference Date |
2012-01-19 - 2012-01-20 |
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(See Japanese page) |
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Paper Information |
Registration To |
PRMU |
Conference Code |
2012-01-PRMU-MVE-CQ-CVIM |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Skin region extraction and person-independent deformable templates for fast face tracking |
Sub Title (in English) |
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Keyword(1) |
face tracking |
Keyword(2) |
face pose estimation |
Keyword(3) |
deformable template matching |
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skin region extraction |
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1st Author's Name |
Simon Clippingdale |
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NHK (NHK) |
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Mahito Fujii |
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NHK (NHK) |
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Speaker |
Author-1 |
Date Time |
2012-01-20 17:00:00 |
Presentation Time |
30 minutes |
Registration for |
PRMU |
Paper # |
PRMU2011-180, MVE2011-89 |
Volume (vol) |
vol.111 |
Number (no) |
no.379(PRMU), no.380(MVE) |
Page |
pp.347-352 |
#Pages |
6 |
Date of Issue |
2012-01-12 (PRMU, MVE) |
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