| Presentation | 2010-01-22 Mean Shift Tracking based on Feature Selection and Multiple Subtrackers Kohei MARUYAMA, Takeshi SAITOH, Ryosuke KONISHI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper proposes the Mean Shift tracking combined feature selection and multiple subtrackers. Our method has three advantages. (1) Robust to the change of the background environment by using feature selection method. (2) Robust to the change of the shape and achieve the accurate modeling by multiple subtrackers. (3) Respond to the rapid scale change to change the number of subtrackers adaptive in each frame. The overview of our method is as follows: the feature selection is applied to select effective feature in each frame based on the parent tracker of previous frame. Then multiple subtrackers are generated. Each subtracker is applied the mean shift tracking. Finally, the elimination and fusion processes are applied and estimate new location. The proposed method confirmed high tracking accuracy was obtained compared with the traditional method though the problem at the processing time was remained. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Mean shift tracking / feature selection / subtrackers |
| Paper # | CQ2009-96,PRMU2009-195,SP2009-136,MVE2009-118 |
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| Conference Information | |
| Committee | CQ |
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| Conference Date | 2010/1/14(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Communication Quality (CQ) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Mean Shift Tracking based on Feature Selection and Multiple Subtrackers |
| Sub Title (in English) | |
| Keyword(1) | Mean shift tracking |
| Keyword(2) | feature selection |
| Keyword(3) | subtrackers |
| 1st Author's Name | Kohei MARUYAMA |
| 1st Author's Affiliation | Tottori University() |
| 2nd Author's Name | Takeshi SAITOH |
| 2nd Author's Affiliation | Tottori University |
| 3rd Author's Name | Ryosuke KONISHI |
| 3rd Author's Affiliation | Tottori University |
| Date | 2010-01-22 |
| Paper # | CQ2009-96,PRMU2009-195,SP2009-136,MVE2009-118 |
| Volume (vol) | vol.109 |
| Number (no) | 373 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |