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| Paper Abstract and Keywords | ||
| Presentation | 2011-02-18 14:30 Probabilistic Background Texture Modeling for Object Detection Satoshi Yoshinaga, Atsushi Shimada, Hajime Nagahara, Rin-ichiro Taniguchi (Kyushu Univ.)  PRMU2010-232 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | We propose a new method of background modeling, which is considering the background texture, to detect objects. Many background models have been previously proposed, and they are divided into two types: “pixel-based models” which model stochastic changes in the value of each pixel and “spatial-based models”which model a local texture around each pixel. Pixel-based models cannot adapt to sudden change of pixel value caused by sudden illumination change and so on. On the contrary, spatial-based models cannot deal with texture changes such as a movement of clouds, trees, etc. To solve these problems, we propose a new probabilistic background model using local futures based on textures of the background. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Adaptive background model / Background Subtraction / Illumination change / Gaussian Mixture Model / Radial Reach Filter / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 110, no. 414, PRMU2010-232, pp. 153-158, Feb. 2011. | |
| Paper # | PRMU2010-232 | |
| Date of Issue | 2011-02-10 (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) | |
| Download PDF | PRMU2010-232 |
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| Conference Information | |
| Committee | PRMU |
| Conference Date | 2011-02-17 - 2011-02-18 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | PRMU |
| Conference Code | 2011-02-PRMU |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Probabilistic Background Texture Modeling for Object Detection |
| Sub Title (in English) | |
| Keyword(1) | Adaptive background model |
| Keyword(2) | Background Subtraction |
| Keyword(3) | Illumination change |
| Keyword(4) | Gaussian Mixture Model |
| Keyword(5) | Radial Reach Filter |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Satoshi Yoshinaga |
| 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 |
| 4th Author's Affiliation | Kyushu University (Kyushu Univ.) |
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| Speaker | Author-1 |
| Date Time | 2011-02-18 14:30:00 |
| Presentation Time | 30 minutes |
| Registration for | PRMU |
| Paper # | PRMU2010-232 |
| Volume (vol) | vol.110 |
| Number (no) | no.414 |
| Page | pp.153-158 |
| #Pages | 6 |
| Date of Issue | 2011-02-10 (PRMU) |
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