| Presentation | 2003/11/14 Face Detection for Gesture Recognition System Mieko Onodera, Motoyuki Suzuki, Akinori lto, Shozo Makino, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we investigate a face detection method for a gesture recognition system. In a gesture recognition system, a face in image might be so small that its parts (eyes, mouth and so on) can't be identified and its outline is not clear, when the distance from the person to the camera is large. In order to detect a small face, we focus on the method based on HMM (Hidden Markov Model). HMM is statistical model used to characterize the statistical properties of a signal. Then we examine a face detection method using HMM to investigate the effect of future vectors and the HMM topology for a face detection method that can detect a small face. Besides, the effect of the size difference between training faces and faces of evaluation data is investigated. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Face detection / HMM / P2D-HMM |
| Paper # | PRMU2003-155,HIP2003-61 |
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| Conference Information | |
| Committee | HIP |
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| Conference Date | 2003/11/14(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 | 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) | Face Detection for Gesture Recognition System |
| Sub Title (in English) | |
| Keyword(1) | Face detection |
| Keyword(2) | HMM |
| Keyword(3) | P2D-HMM |
| 1st Author's Name | Mieko Onodera |
| 1st Author's Affiliation | Graduate School of Engineering, Tohoku University() |
| 2nd Author's Name | Motoyuki Suzuki |
| 2nd Author's Affiliation | Graduate School of Engineering, Tohoku University |
| 3rd Author's Name | Akinori lto |
| 3rd Author's Affiliation | Graduate School of Engineering, Tohoku University |
| 4th Author's Name | Shozo Makino |
| 4th Author's Affiliation | Graduate School of Engineering, Tohoku University |
| Date | 2003/11/14 |
| Paper # | PRMU2003-155,HIP2003-61 |
| Volume (vol) | vol.103 |
| Number (no) | 455 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |