| Presentation | 2010-12-09 Human Tracking with Distributed Cameras by using Similarity-based Image Search Daisuke MATSUBARA, Atsushi HIROIKE, Tatsuhiko KAGEHIRO, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In a large-scale monitoring systems with multiple cameras, variable human tracking methods by using a human segmentation and a similarity-based image search are proposed. Howerver, accuracies in real worlds is still low. Although segmentations are successed, search accuracies are also low because of posture changes, occlusion, etc. We proposed a new human tracking method which does not need a human segmentation. The proposed method searches for similar images in units of blocks which are obtained by splitting foreground images. In addition, it allows us to reduce the number of false search results by narrowing down transition candidates to utilize time-stamps and camera locations. Our experimental results show that our methods can track humans at 86.4% in the environment with non-overlapped multiple cameras. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | human tracking / similarity-based image search / distributed cameras |
| Paper # | PRMU2010-130 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2010/12/2(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 | Pattern Recognition and Media Understanding (PRMU) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Human Tracking with Distributed Cameras by using Similarity-based Image Search |
| Sub Title (in English) | |
| Keyword(1) | human tracking |
| Keyword(2) | similarity-based image search |
| Keyword(3) | distributed cameras |
| 1st Author's Name | Daisuke MATSUBARA |
| 1st Author's Affiliation | Hitachi, Ltd., Central Research Laboratory() |
| 2nd Author's Name | Atsushi HIROIKE |
| 2nd Author's Affiliation | Hitachi, Ltd., Central Research Laboratory |
| 3rd Author's Name | Tatsuhiko KAGEHIRO |
| 3rd Author's Affiliation | Hitachi, Ltd., Central Research Laboratory |
| Date | 2010-12-09 |
| Paper # | PRMU2010-130 |
| Volume (vol) | vol.110 |
| Number (no) | 330 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |