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http://dx.doi.org/10.6109/jkiice.2010.14.5.1240

Tracking of eyes based on the iterated spatial moment using weighted gray level  

Choi, Woo-Sung ((주)에이스트로닉스 연구원)
Lee, Kyu-Won (대전대학교 정보통신공학과)
Abstract
In this paper, an eye tracking method is presented by using on iterated spatial moment adapting weighted gray level that can accurately detect and track user's eyes under the complicated background. The region of face is detected by using Haar-like feature before extracting region of eyes to minimize an region of interest from the input picture of CCD camera. And the region of eyes is detected by using eigeneye based on the eigenface of Principal component analysis. Also, feature points of eyes are detected from darkest part in the region of eyes. The tracking of eyes is achieved correctly by using iterated spatial moment adapting weighted gray level.
Keywords
Eye Tracking system; Haar-like feature; principal component analysis; spatial moment;
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Times Cited By KSCI : 2  (Citation Analysis)
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1 P. Viola and M.J. Jones, "Robust real-time object detection," Technical Report Series, Compaq Cambridge research Laboratory, CRL 2001/01, Feb. 2001
2 신기한, 전준철, "실시간 준 추적 기반의 인터페이스 시스템," 한국인터넷정보학회 춘계학술발표대회, Vol. 8, No. 1, pp. 247-251, 2007. 6
3 강신국, 김경태, 신윤희, 김나연, 김은이, "신경망과 Mean-shift를 이용한 눈 추적," 전자공학회논문지, Vol. 44, No. 1, pp. 56-63, 2007. 1   과학기술학회마을
4 Takeshi. Kurata, Takashi. Okurna, Masakatsu. Kourogi and Katsuhiko Sakaue, "The Hand Mouse: GMM Hand-color Classification and Mean Shift Tracking," In Proc. Second International Workshop on Recognition, Analysis and Tracking of Faces and Gestures in Real-time Systems, pp. 119-124, 2001
5 이원찬, "Haar-like Feature와 PCA를 이용한 실시간 얼굴 검출과 인식," 수원대 대학원 석사학위 논문, 2006
6 S. Lawrence, C. L. Giles, A. C. Tsoi, and A. D. Back, "Face Recognition: A Convolutional Neural Network Approach," IEEE Transactions on Neural Networks, Special Issue on Neural Networks and Pattern Recognition, pp. 1-24, 1997
7 M. Turk and A. Pentland, "Eigenfaces for Recognition," Journal of Cognitive Neuroscience, Vol. 3, No. 1, pp. 71-86, 1991   DOI   ScienceOn
8 R. Cendrillon and B. C. Lowell, "Real-Time Face Recognition using Eigenfaces," in Proceedings of the SPIE International Conference on Visual Communications and Image Processing, Vol. 4067, 2000, pp. 269-276
9 C. J. Burges, "A Tutorial on Support Vector Machines for Pattern Recognition," Data Mining and Knowledge Discovery, Vol. 2, pp. 121-267, 1998   DOI   ScienceOn
10 O. Takami, N, Irie, C. Kang, T. Ishimatsu and T. Ochiai, "Computer interface to use head movement for handicapped people," TENCON '96. Proceedings. 1996 IEEE TENCON. Digital Signal Processing Applications, Vol. 1, pp. 468-472, 1996
11 정중교, 박상성, 장동식, "피부색과 Haar-like feature를 이용한 실시간 얼굴검출," 한국컴퓨터정보학회논문지, Vol. 10, No. 4, pp. 113-121, 2005   과학기술학회마을
12 민지홍, 이원찬, 홍기천, "Haar-like feature/HMM을 이용한 얼굴 검출 및 이증 시스템," 한국정보과학회 2004년도 추계 학술발표논문집, Vol. 31, No. 2, pp. 739-741, 2004