Paper Abstract and Keywords |
Presentation |
2014-02-13 16:10
[Poster Presentation]
Background Modeling using Exponentially Weighted Histogram Tsubasa Minematsu, Masaki Igarashi, Atsushi Shimada, Hajime Nagahara, Rin-ichiro Taniguchi (Kyushu Univ.) PRMU2013-142 CNR2013-50 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this paper, we propose a nonparametric background modeling for background subtraction using exponentially weighted histograms.
Our background model is constructed by using exponentially increasing weights.
We express our model by using recurrence formula.
In our model, recently observed pixels have a bigger influence on the background model than older ones.
The proposed model need not hold past pixel values in order to remove an old value from the model for updating.
We confirmed that the proposed method is processed in real time experimentally and the accuracy of the background subtraction using our background model is comparable to that of conventional methods. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Background subtraction / Background model / Kernel density estimation / Weighted histogram / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 113, no. 431, PRMU2013-142, pp. 99-100, Feb. 2014. |
Paper # |
PRMU2013-142 |
Date of Issue |
2014-02-06 (PRMU, CNR) |
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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PRMU2013-142 CNR2013-50 |
Conference Information |
Committee |
PRMU CNR |
Conference Date |
2014-02-13 - 2014-02-14 |
Place (in Japanese) |
(See Japanese page) |
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Paper Information |
Registration To |
PRMU |
Conference Code |
2014-02-PRMU-CNR |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Background Modeling using Exponentially Weighted Histogram |
Sub Title (in English) |
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Keyword(1) |
Background subtraction |
Keyword(2) |
Background model |
Keyword(3) |
Kernel density estimation |
Keyword(4) |
Weighted histogram |
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1st Author's Name |
Tsubasa Minematsu |
1st Author's Affiliation |
Kyushu University (Kyushu Univ.) |
2nd Author's Name |
Masaki Igarashi |
2nd Author's Affiliation |
Kyushu University (Kyushu Univ.) |
3rd Author's Name |
Atsushi Shimada |
3rd Author's Affiliation |
Kyushu University (Kyushu Univ.) |
4th Author's Name |
Hajime Nagahara |
4th Author's Affiliation |
Kyushu University (Kyushu Univ.) |
5th Author's Name |
Rin-ichiro Taniguchi |
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Kyushu University (Kyushu Univ.) |
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Speaker |
Author-1 |
Date Time |
2014-02-13 16:10:00 |
Presentation Time |
30 minutes |
Registration for |
PRMU |
Paper # |
PRMU2013-142, CNR2013-50 |
Volume (vol) |
vol.113 |
Number (no) |
no.431(PRMU), no.432(CNR) |
Page |
pp.99-100 |
#Pages |
2 |
Date of Issue |
2014-02-06 (PRMU, CNR) |
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