Paper Abstract and Keywords |
Presentation |
2012-02-10 10:00
Evaluation of Case-Based Background Model Yosuke Nonaka, Atsushi Shimada, Hajime Nagahara, Rin-ichiro Taniguchi (Kyushu Univ.) PRMU2011-226 SP2011-141 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Background subtraction is one of the important techniques for object detection. In general, there is a trade-off problem between accuracy and a computational cost. A new framework called ``Case-Based Background Modeling’’ has been proposed to tackle this issue. This method keeps practical models only to reduce a memory usage and a computational cost. Meanwhile, it selects effective image features to enhance accuracy. According to preliminary research, it is known that the performance of the framework is affected by the design of image features. In this paper, we examine a performance in detail with many kinds of datasets including various background changes. Our experimental results support to find out the most effective usage of Case-Based Background Model. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Background Model / Case-Based Method / Object detection / Evaluation / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 111, no. 430, PRMU2011-226, pp. 179-184, Feb. 2012. |
Paper # |
PRMU2011-226 |
Date of Issue |
2012-02-02 (PRMU, SP) |
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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PRMU2011-226 SP2011-141 |
Conference Information |
Committee |
PRMU SP |
Conference Date |
2012-02-09 - 2012-02-10 |
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(See Japanese page) |
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Paper Information |
Registration To |
PRMU |
Conference Code |
2012-02-PRMU-SP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Evaluation of Case-Based Background Model |
Sub Title (in English) |
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Keyword(1) |
Background Model |
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Case-Based Method |
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Object detection |
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Evaluation |
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1st Author's Name |
Yosuke Nonaka |
1st Author's Affiliation |
Kyushu University (Kyushu Univ.) |
2nd Author's Name |
Atsushi Shimada |
2nd Author's Affiliation |
Kyushu University (Kyushu Univ.) |
3rd Author's Name |
Hajime Nagahara |
3rd Author's Affiliation |
Kyushu University (Kyushu Univ.) |
4th Author's Name |
Rin-ichiro Taniguchi |
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Kyushu University (Kyushu Univ.) |
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Speaker |
Author-1 |
Date Time |
2012-02-10 10:00:00 |
Presentation Time |
30 minutes |
Registration for |
PRMU |
Paper # |
PRMU2011-226, SP2011-141 |
Volume (vol) |
vol.111 |
Number (no) |
no.430(PRMU), no.431(SP) |
Page |
pp.179-184 |
#Pages |
6 |
Date of Issue |
2012-02-02 (PRMU, SP) |
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