| Presentation | 2012-02-10 Evaluation of Case-Based Background Model Yosuke NONAKA, Atsushi SHIMADA, Hajime NAGAHARA, Rin-ichiro TANIGUCHI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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) |
| Keyword(in English) | Background Model / Case-Based Method / Object detection / Evaluation |
| Paper # | PRMU2011-226,SP2011-141 |
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| Conference Information | |
| Committee | SP |
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| Conference Date | 2012/2/2(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Speech (SP) |
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| Language | JPN |
| 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) | |
| Keyword(1) | Background Model |
| Keyword(2) | Case-Based Method |
| Keyword(3) | Object detection |
| Keyword(4) | Evaluation |
| 1st Author's Name | Yosuke NONAKA |
| 1st Author's Affiliation | Department of Electrical Engineering and Computer Science, School of Engineering, Kyushu University() |
| 2nd Author's Name | Atsushi SHIMADA |
| 2nd Author's Affiliation | Graduate School of Information Science and Electrical Engineering, Kyushu University |
| 3rd Author's Name | Hajime NAGAHARA |
| 3rd Author's Affiliation | Graduate School of Information Science and Electrical Engineering, Kyushu University |
| 4th Author's Name | Rin-ichiro TANIGUCHI |
| 4th Author's Affiliation | Graduate School of Information Science and Electrical Engineering, Kyushu University |
| Date | 2012-02-10 |
| Paper # | PRMU2011-226,SP2011-141 |
| Volume (vol) | vol.111 |
| Number (no) | 431 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |