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Hardware Implementation of Facial Feature Detection Algorithm  

Kim, Jung-Ho (Dept. of Electronics and Communications Engineering, Kwangwoon University)
Jeong, Yong-Jin (Dept. of Electronics and Communications Engineering, Kwangwoon University)
Publication Information
Abstract
In this paper, we designed a facial feature(eyes, a moult and a nose) detection hardware based on the ICT transform which was developed for face detection earlier. Our design used a pipeline architecture for high throughput and it also tried to reduce memory size and memory access rate. The algerian and its hardware implementation were tested on the BioID database, which is a worldwide face detection test bed, and its facial feature detection rate was 100% both in software and hardware, assuming the face boundary was correctly detected. After synthesizing the hardware on Dongbu $0.18{\mu}m$ CMOS library, its die size was $376,821{\mu}m^2$ with the maximum operating clock 78MHz.
Keywords
Face detection; Facial feature detection; Embedded system;
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Times Cited By KSCI : 1  (Citation Analysis)
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1 Ramin Zabih and John Woodfill, 'A non- pararmetric approach to visual correspon- dence,' IEEE Transactions on Pattern Analysis and Machine Intelligence, 1996
2 양애경, 최형일, '얼굴 특징 추출에 의한 아바타 제어 시스템,' 정보과학회논문지(B), 제25권, 제9호, 1998
3 Zhiwei Zhu, Qiang Ji, 'Robust Pose Invariant Facial Feature Detection and Tracking in Real-Time,' in Proc. of IEEE Conf. on Pattern Recognition, pp. 1092-1095, 2006
4 De Silva, L. C, 'Real-time facial feature extraction and emotion recognition,' in Proc. of IEEE Conf. on Multimedia, pp. 1310-1314, 2003
5 http://www.facedetection.com/facedetection/datas-ets.htm, BioID Face Detection Database
6 'Bluesky2410/2440 Reference Manual v1.0," eLOGICs, 2004
7 Hasan Demirel, 'Color-space analysis for facial feature detection,' IEEE Region 8 International Symposium on Video/Image Processing and Multimedia Communications, 16-19, June 2002
8 Bernhard Froba, Andreas Ernst, 'Face detection with the modified census transform,' in Proc. of IEEE Conf. on Automatic Face and Gesture Recognition, pp. 91-96, May 2004
9 김윤구, 정용진, '임베디드 시스템 적용을 위한 얼굴검출 하드웨어 설계,' 대한전자공학회 논문지 제44권 SD편 제9호, Sep. 2007   과학기술학회마을
10 Haiyuan Wu, Qian Chen, 'Facial feature extraction and face verification,' in Proc. of IEEE Conf. on Pattern recognition, pp.484-488, 1996
11 http://www.xilinx.com/products/silicon_solutions-/fpgas/virtex/virtex4/index.htm, Virtex-4 FPGA