| Presentation | 2004/1/28 A Note on Tracking Pedestrian with SVM Kohei MATSUDA, Miki HASEYAMA, Hideo KITAJIMA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper proposes an accurate tracking method of pedestrians by using a Support Vector Machine (SVM). The SVM included in the proposed method judges whether a target pedestrian is occluded or not. The method extracts the targets by using the templates which are made from the pedestrians extracted from the previous frame where they were not occluded. Therefore, the accurate tracking is realized even if the pedestrians are occluded. Experimental results are shown to verify the performance of the proposed method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | pedestrian tracking / SVM / occlusions |
| Paper # | ITS2003-96,IE2003-231 |
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| Conference Information | |
| Committee | IE |
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| Conference Date | 2004/1/28(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 | Image Engineering (IE) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Note on Tracking Pedestrian with SVM |
| Sub Title (in English) | |
| Keyword(1) | pedestrian tracking |
| Keyword(2) | SVM |
| Keyword(3) | occlusions |
| 1st Author's Name | Kohei MATSUDA |
| 1st Author's Affiliation | School of Engineering, Hokkaido University() |
| 2nd Author's Name | Miki HASEYAMA |
| 2nd Author's Affiliation | School of Engineering, Hokkaido University |
| 3rd Author's Name | Hideo KITAJIMA |
| 3rd Author's Affiliation | School of Engineering, Hokkaido University |
| Date | 2004/1/28 |
| Paper # | ITS2003-96,IE2003-231 |
| Volume (vol) | vol.103 |
| Number (no) | 644 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |