Paper Abstract and Keywords |
Presentation |
2009-06-11 14:20
A study about feature extraction suitable for pedestrian tracking from a far view point Takehiro Ishiguro, Ryusuke Miyamoto (Nara Inst. of Sci and Tech.) SIS2009-7 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Nowadays, many pedestrian recognition schemes for automotive and surveillance applications are proposed. In such applications, first, pedestrians are founded by detection process and next, locations of the pedestrians are estimated by tracking process using images captured from a far view point. To achieve accurate recognition with such schemes, both detection and tracking must be precise. For detection, some excellent schemes suitable for pedestrian recognition from a far view point are proposed, however, any tracking schemes can not achieve sufficient performance. To construct an accurate tracking schemes suitable for pedestrian recognition from a far view point, we make a study on feature extraction method for tracking that affects tracking accuracy considerably. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Pedestrian Tracking / feature extraction / likelihood computation / HSV histogram / HOG feature / / / |
Reference Info. |
IEICE Tech. Rep., vol. 109, no. 78, SIS2009-7, pp. 37-42, June 2009. |
Paper # |
SIS2009-7 |
Date of Issue |
2009-06-04 (SIS) |
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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SIS2009-7 |
Conference Information |
Committee |
SIS |
Conference Date |
2009-06-11 - 2009-06-12 |
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(See Japanese page) |
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Registration To |
SIS |
Conference Code |
2009-06-SIS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A study about feature extraction suitable for pedestrian tracking from a far view point |
Sub Title (in English) |
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Keyword(1) |
Pedestrian Tracking |
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feature extraction |
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likelihood computation |
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HSV histogram |
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HOG feature |
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Keyword(7) |
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1st Author's Name |
Takehiro Ishiguro |
1st Author's Affiliation |
Nara Institute of Science and Technology (Nara Inst. of Sci and Tech.) |
2nd Author's Name |
Ryusuke Miyamoto |
2nd Author's Affiliation |
Nara Institute of Science and Technology (Nara Inst. of Sci and Tech.) |
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Speaker |
Author-1 |
Date Time |
2009-06-11 14:20:00 |
Presentation Time |
20 minutes |
Registration for |
SIS |
Paper # |
SIS2009-7 |
Volume (vol) |
vol.109 |
Number (no) |
no.78 |
Page |
pp.37-42 |
#Pages |
6 |
Date of Issue |
2009-06-04 (SIS) |
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