Paper Abstract and Keywords |
Presentation |
2012-03-30 09:00
Human Motion Tracking using 3D Sparse Template on Kinect Data Yohei Shinomiya, Hideaki Kato, Takeshi Shakunaga (Okayama Univ.) PRMU2011-264 HIP2011-92 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
A 3d sparse template tracker is proposed for human motion tracking when
Kinect sensor is available. Motion of the upper half body is
tracked in 14D pose space where a point represents a pose of torso and arms.
Combining appearance data and depth data, the tracker can efficiently
estimate a pose in each frame by a coarse-to-fine pose estimation algorithm.
Experimental results show effectiveness of the proposed method
on both simulation data and real image sequences. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Human motion tracking / 3d sparse template / Kinect data / articulated object / 14d pose space / coarse-to-fine tracker / cascade pose estimation / |
Reference Info. |
IEICE Tech. Rep., vol. 111, no. 499, PRMU2011-264, pp. 153-158, March 2012. |
Paper # |
PRMU2011-264 |
Date of Issue |
2012-03-22 (PRMU, HIP) |
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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PRMU2011-264 HIP2011-92 |
Conference Information |
Committee |
PRMU HIP |
Conference Date |
2012-03-29 - 2012-03-30 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
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Topics (in Japanese) |
(See Japanese page) |
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Paper Information |
Registration To |
PRMU |
Conference Code |
2012-03-PRMU-HIP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Human Motion Tracking using 3D Sparse Template on Kinect Data |
Sub Title (in English) |
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Keyword(1) |
Human motion tracking |
Keyword(2) |
3d sparse template |
Keyword(3) |
Kinect data |
Keyword(4) |
articulated object |
Keyword(5) |
14d pose space |
Keyword(6) |
coarse-to-fine tracker |
Keyword(7) |
cascade pose estimation |
Keyword(8) |
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1st Author's Name |
Yohei Shinomiya |
1st Author's Affiliation |
Okayama University (Okayama Univ.) |
2nd Author's Name |
Hideaki Kato |
2nd Author's Affiliation |
Okayama University (Okayama Univ.) |
3rd Author's Name |
Takeshi Shakunaga |
3rd Author's Affiliation |
Okayama University (Okayama Univ.) |
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Speaker |
Author-1 |
Date Time |
2012-03-30 09:00:00 |
Presentation Time |
30 minutes |
Registration for |
PRMU |
Paper # |
PRMU2011-264, HIP2011-92 |
Volume (vol) |
vol.111 |
Number (no) |
no.499(PRMU), no.500(HIP) |
Page |
pp.153-158 |
#Pages |
6 |
Date of Issue |
2012-03-22 (PRMU, HIP) |
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