Paper Abstract and Keywords |
Presentation |
2010-03-15 15:35
Scene Adaptation of HOG-Based Human Detection for Fixed Camera Hironori Hattori, Ikuhisa Mitsugami, Masayuki Mukunoki, Michihiko Minoh (Kyoto Univ.) PRMU2009-261 HIP2009-146 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this thesis,we propose a method that reduces false detection of HOG-based human detection.Since the HOG-based method uses only local features of human pattern,it often causes the following errors;(i) it occasionally detects a false area since it might mistakenly detect a background area whose pattern is incidentally similar to human pattern, and (ii) it sometimes spoils a human region when it fails to acquire enough features in that region.The proposed method improves the performance by using additional information specific to each camera,
which can be obtained by judging true or false detections from these results. This judgment is achieved by analyzing time series of detected results.Experimental results show the effectiveness of the proposed method;false detection were reduced in several scenes. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
People Detection / Histograms of Oriented Gradients / Scene Adaptation / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 109, no. 470, PRMU2009-261, pp. 163-168, March 2010. |
Paper # |
PRMU2009-261 |
Date of Issue |
2010-03-08 (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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PRMU2009-261 HIP2009-146 |
Conference Information |
Committee |
PRMU HIP |
Conference Date |
2010-03-15 - 2010-03-16 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Kagoshima Univ. |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
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Paper Information |
Registration To |
PRMU |
Conference Code |
2010-03-PRMU-HIP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Scene Adaptation of HOG-Based Human Detection for Fixed Camera |
Sub Title (in English) |
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Keyword(1) |
People Detection |
Keyword(2) |
Histograms of Oriented Gradients |
Keyword(3) |
Scene Adaptation |
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1st Author's Name |
Hironori Hattori |
1st Author's Affiliation |
Kyoto University (Kyoto Univ.) |
2nd Author's Name |
Ikuhisa Mitsugami |
2nd Author's Affiliation |
Kyoto University (Kyoto Univ.) |
3rd Author's Name |
Masayuki Mukunoki |
3rd Author's Affiliation |
Kyoto University (Kyoto Univ.) |
4th Author's Name |
Michihiko Minoh |
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Kyoto University (Kyoto Univ.) |
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Speaker |
Author-1 |
Date Time |
2010-03-15 15:35:00 |
Presentation Time |
25 minutes |
Registration for |
PRMU |
Paper # |
PRMU2009-261, HIP2009-146 |
Volume (vol) |
vol.109 |
Number (no) |
no.470(PRMU), no.471(HIP) |
Page |
pp.163-168 |
#Pages |
6 |
Date of Issue |
2010-03-08 (PRMU, HIP) |
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