| Presentation | 2010-03-15 A Combinatorial Optimization Approach to Multiple Human Face Tracking Hiroo SAITO, Hiroshi SUKEGAWA, Osamu YAMAGUCHI, Toshio SATO, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We propose a multiple human face tracking method in low frame-rate video. Our approach is based on a combinatorial optimization formulation which describes every possibility of trajectories of each face by a graph obtained by connecting detected faces among video frames. We employ a maximum-aposteriori probability criterion to select an optimal combination of trajectories with detailed approximation of likelihood function. A computational experiment is performed against walking people in 5 fps video. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | tracking / face detection / combinatorial optimization / low-frame-rate |
| Paper # | PRMU2009-270,HIP2009-155 |
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| Conference Information | |
| Committee | HIP |
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| Conference Date | 2010/3/8(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Human Information Processing (HIP) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Combinatorial Optimization Approach to Multiple Human Face Tracking |
| Sub Title (in English) | |
| Keyword(1) | tracking |
| Keyword(2) | face detection |
| Keyword(3) | combinatorial optimization |
| Keyword(4) | low-frame-rate |
| 1st Author's Name | Hiroo SAITO |
| 1st Author's Affiliation | TOSHIBA Corporation, Power and Industrial Systems R&D Center() |
| 2nd Author's Name | Hiroshi SUKEGAWA |
| 2nd Author's Affiliation | TOSHIBA Corporation, Power and Industrial Systems R&D Center |
| 3rd Author's Name | Osamu YAMAGUCHI |
| 3rd Author's Affiliation | TOSHIBA Corporation, Power and Industrial Systems R&D Center |
| 4th Author's Name | Toshio SATO |
| 4th Author's Affiliation | TOSHIBA Corporation, Power and Industrial Systems R&D Center |
| Date | 2010-03-15 |
| Paper # | PRMU2009-270,HIP2009-155 |
| Volume (vol) | vol.109 |
| Number (no) | 471 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |