| Presentation | 2004/11/11 False Detection Reduction for Face Detection Takayoshi Yamashita, Shihong Lao, Naohiro Tabata, Masato Kawade, |
|---|---|
| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Recently, various face detection methods of high speed and high detection rate have been proposed. However these methods also have rather high false detections. How to reduce the false detections without decreasing the face detection rate is an important problem, but few methods were reported to address it. In this paper, we propose a new method for reducing false detections using Gabor Wavelet Transform and Support Vector Machine. Our method can reduce false detectiohs by up to 90% only at a cost of 1% detection rate. We use Retinal Sampling to reduce the dimension of features to improve the processing speed. One face candidate area can be processed within 2.4 msec using Pentium4, 3GHZ PC. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Face Detection / False Positive / Gabor Wavelet Translation / Support Vector Machine / Retinal Sampling |
| Paper # | PRMU2004-102,HIP2004-42 |
| Date of Issue |
| Conference Information | |
| Committee | HIP |
|---|---|
| Conference Date | 2004/11/11(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Human Information Processing (HIP) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | False Detection Reduction for Face Detection |
| Sub Title (in English) | |
| Keyword(1) | Face Detection |
| Keyword(2) | False Positive |
| Keyword(3) | Gabor Wavelet Translation |
| Keyword(4) | Support Vector Machine |
| Keyword(5) | Retinal Sampling |
| 1st Author's Name | Takayoshi Yamashita |
| 1st Author's Affiliation | Omron Corporation, Sensing Technology Laboratory() |
| 2nd Author's Name | Shihong Lao |
| 2nd Author's Affiliation | Omron Corporation, Sensing Technology Laboratory |
| 3rd Author's Name | Naohiro Tabata |
| 3rd Author's Affiliation | Omron Corporation, Sensing Technology Laboratory |
| 4th Author's Name | Masato Kawade |
| 4th Author's Affiliation | Omron Corporation, Sensing Technology Laboratory |
| Date | 2004/11/11 |
| Paper # | PRMU2004-102,HIP2004-42 |
| Volume (vol) | vol.104 |
| Number (no) | 449 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |