Paper Abstract and Keywords |
Presentation |
2008-03-11 17:35
A Robust Method to Detect the Intruded Objects Under the Varying Illumination Based on the Background Subtraction Yuki Noda, Tadashi Naruse (Aichi Pref. Univ.) IE2007-340 PRMU2007-324 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
We discuss a method to detect intruding objects under the varying illuminance environment.
The method uses the background subtraction but not uses a priori knowledge given by discriminator.
We use, as a base method, the method that dynamically updates the background which is described by the mixed Gaussian distribution, and modify it by adding two features, which are the number of changed pixels and the changed direction.
Experimental study shows that the modified method can discriminate whether the change is caused by the illuminance change or by the intruding objects, detect the intruding objects even if they stop, and work stably under the noisy environment. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Background subtraction / Varying illumination / Detection of intruded objects / Mixed Gaussian distribution / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 107, no. 539, PRMU2007-324, pp. 513-518, March 2008. |
Paper # |
PRMU2007-324 |
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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IE2007-340 PRMU2007-324 |
Conference Information |
Committee |
PRMU IE |
Conference Date |
2008-03-10 - 2008-03-11 |
Place (in Japanese) |
(See Japanese page) |
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JAIST |
Paper Information |
Registration To |
PRMU |
Conference Code |
2008-03-PRMU-IE |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A Robust Method to Detect the Intruded Objects Under the Varying Illumination Based on the Background Subtraction |
Sub Title (in English) |
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Keyword(1) |
Background subtraction |
Keyword(2) |
Varying illumination |
Keyword(3) |
Detection of intruded objects |
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Mixed Gaussian distribution |
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1st Author's Name |
Yuki Noda |
1st Author's Affiliation |
Aichi Prefectural University (Aichi Pref. Univ.) |
2nd Author's Name |
Tadashi Naruse |
2nd Author's Affiliation |
Aichi Prefectural University (Aichi Pref. Univ.) |
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Speaker |
Author-1 |
Date Time |
2008-03-11 17:35:00 |
Presentation Time |
30 minutes |
Registration for |
PRMU |
Paper # |
IE2007-340, PRMU2007-324 |
Volume (vol) |
vol.107 |
Number (no) |
no.538(IE), no.539(PRMU) |
Page |
pp.513-518 |
#Pages |
6 |
Date of Issue |
2008-03-03 (IE, PRMU) |
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