Paper Abstract and Keywords |
Presentation |
2008-03-10 10:00
Study of Hand Gesture Recognition from the Video Sequence Acquired by a Dynamic Camera Using Condensation Algorithm Luo Dan, Jun Ohya (Waseda Univ.) IE2007-263 PRMU2007-247 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
To achieve environments in which humans and mobile robots co-exist, technologies for recognizing hand gestures from the video sequence acquired by a dynamic camera could be useful human-to-robot interface systems. Most of conventional hand gesture technologies deal with only still camera images. This paper proposes a very simple and stable method for extracting hand motion trajectories based on the Human-Following Local Coordinate System (HFLC System), which is obtained from the located human face and both hands. Then, we apply Condensation Algorithm to the extracted hand trajectories so that the hand motion is recognized. We demonstrate the effectiveness of the proposed method by conducting experiments on 35 kinds of sign language based hand gestures. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Human-Following Local Coordinate / Condensation Algorithm / / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 107, no. 539, PRMU2007-247, pp. 11-16, March 2008. |
Paper # |
PRMU2007-247 |
Date of Issue |
2008-03-03 (IE, PRMU) |
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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IE2007-263 PRMU2007-247 |
Conference Information |
Committee |
PRMU IE |
Conference Date |
2008-03-10 - 2008-03-11 |
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(See Japanese page) |
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JAIST |
Paper Information |
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PRMU |
Conference Code |
2008-03-PRMU-IE |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
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(See Japanese page) |
Title (in English) |
Study of Hand Gesture Recognition from the Video Sequence Acquired by a Dynamic Camera Using Condensation Algorithm |
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Human-Following Local Coordinate |
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Condensation Algorithm |
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1st Author's Name |
Luo Dan |
1st Author's Affiliation |
Waseda University (Waseda Univ.) |
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Jun Ohya |
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Waseda University (Waseda Univ.) |
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Speaker |
Author-1 |
Date Time |
2008-03-10 10:00:00 |
Presentation Time |
30 minutes |
Registration for |
PRMU |
Paper # |
IE2007-263, PRMU2007-247 |
Volume (vol) |
vol.107 |
Number (no) |
no.538(IE), no.539(PRMU) |
Page |
pp.11-16 |
#Pages |
6 |
Date of Issue |
2008-03-03 (IE, PRMU) |
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