| Title |
Improvement in Viola-Jones method for Real-Time Face Recognition System |
| Authors |
홍영민(Hong, Young-Min) ; 이인성(Lee, In-Sung) ; 박종순(Park, Jong-Sun) ; 조용성(Jo, Yong-Sung) ; 김창범(Kim, Chang-Beom) |
| DOI |
https://doi.org/10.5370/KIEE.2012.61.1.143 |
| Keywords |
Viola-Jones ; Haar-like feature ; Face recognition system ; Rectangular ; Dispersion feature |
| Abstract |
The rapid growth of camera technology can provide various types of information which was not previously provided. Furthermore, IP camera which has rapid data transfer rate and high resolution particularly provide a lot of useful functions beyond the existing simple surveillance capabilities. We are developing Real-Time Face Recognition Access Control System based on the camera technology, and improvement of face detection and recognition algorithms are vitally needed to realize that system. In this paper, we proposes a method to improve the computing speed and detection rate by adding new features to the existing Viola-Jones detection algorithm. |