| Presentation | 1999/11/18 Fast Face Detection Using Dynamic Attention Map Masaru TANAKA, Kazuhiro HOTTA, Takio KURITA, Taketoshi MISHIMA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, Ising model is adopted to face detection problem. The fast face detection using Dynamic Attention Map obtained through Ising dynamics is presented. Ising model has the two-state spins; "up" and "down". The state of the spin is updated by depending on the neighboring spins and the external magnetic field. Ising spins are assigned to "face" and "not face" states of face detection. In addition, the measured likelihood of face is integrated into the energy function of Ising model as the external magnetic field. It is confirmed that the face candidates would be reduced effectively by Ising dynamics. More effective search can be realized by extending the Ising search method to the multilevel Ising search method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Ising Model / Dynamic Attention Map / Scale Invariance / Face Detection |
| Paper # | PRMU99-112 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 1999/11/18(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Vice Chair | |
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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) | Fast Face Detection Using Dynamic Attention Map |
| Sub Title (in English) | |
| Keyword(1) | Ising Model |
| Keyword(2) | Dynamic Attention Map |
| Keyword(3) | Scale Invariance |
| Keyword(4) | Face Detection |
| 1st Author's Name | Masaru TANAKA |
| 1st Author's Affiliation | Electrotechnical Laboratory() |
| 2nd Author's Name | Kazuhiro HOTTA |
| 2nd Author's Affiliation | Saitama University:JSPS Research Fellow |
| 3rd Author's Name | Takio KURITA |
| 3rd Author's Affiliation | Electrotechnical Laboratory |
| 4th Author's Name | Taketoshi MISHIMA |
| 4th Author's Affiliation | Saitama University |
| Date | 1999/11/18 |
| Paper # | PRMU99-112 |
| Volume (vol) | vol.99 |
| Number (no) | 448 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |