정보처리학회논문지B (The KIPS Transactions:PartB)

한국정보처리학회 (Korea Information Processing Society)
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얼굴의 특성을 반영하는 휴리스틱 평가함수를 이용한 얼굴 특징 검출

Facial Features Detection Using Heuristic Cost Function

  • 장경식 (동의대학교 멀티미디어공학과)
  • 발행 : 2001.04.01
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초록

이 논문은 눈의 형태에 대한 정보를 이용하여 눈동자를 효과적으로 찾는 방법과 얼굴 특성을 반영하는 평가함수를 이용하여 눈동자, 입의 위치와 같은 얼굴 특징들을 인식하는 방법을 제안하였다. 색 정보를 이용하여 입술과 얼굴 영역을 추출하고 눈동자와 흰자위간의 명도 차를 이용하는 함수를 사용하여 눈동자를 인식하였다. 마지막으로 얼굴 특성을 반영하느 평가함수를 정의하고 이를 이용하여 최종적인 얼굴과 눈, 입을 인식하였다. 제안한 방법을 사용하여 여러 영상들에 대해 실험하여 좋은 결과를 얻었다.

키워드

참고문헌

  1. L. C. Jain, U. Halici, L. Hayashi, S. B. Lee and S. Tsutsui, 'Intelligent Biometric Techniques in figerprint and Face Recognition,' CRC Press, 1999
  2. Robert Brunelli and Tomaso Poggio, 'Face Recognition : Feature versus Templates,' PAMI, Vol.15, No.10, October, pp.1042-1052, 1993 https://doi.org/10.1109/34.254061
  3. Demas Sanger, Yoichi Mlyake, et al., 'Algorithm for Face Extraction Based on Lip Detection,' Journal of Imaging Science and Technology, Vol.41, No.1, Jan/Feb., 1997
  4. Karin Sobotrka and Ioannis Pitas, 'Extraction of Facial Regions and Features Using Color and shape Information,' Proceedings of the international Conference on Pattern Recognition, pp.421-425, 1996 https://doi.org/10.1109/ICPR.1996.546982
  5. Eli Saber, A. Murat Tekalp, 'Frontal-view Face Detection and Facial Feature Extraction Using Color, Shape and Symmetry Based Cost Function,' Pattern Recognition Letters 19, pp.669-680, 1998 https://doi.org/10.1016/S0167-8655(98)00044-0
  6. Nuria Oliver, Alex Pentl and F.Berard, 'LAFTER : Lips and Face Real Tiem Tracker,' International Conference on Computer Vision and Pattern Recognition (CVPR '97), pp.123-129, 1997 https://doi.org/10.1109/CVPR.1997.609309
  7. Baback Moghaddam and Alex Pentland, 'Probablistic Visual Learning for Object Detection,' ICCV 1995 https://doi.org/10.1109/ICCV.1995.466858
  8. Baback Moghaddam, Wasiuddin Wahid and Alex Pentland, 'Beyond Eigen Faces : Probabilistic Matching for Face Recognition,' IEEE International Conference on Automatic Face and Gesture Recognition, 1998 https://doi.org/10.1109/AFGR.1998.670921
  9. Stan Birchfield, 'Elliptical Head Tracking Using Intensity Gradients and Color Histogram,' CVPR, 1998 https://doi.org/10.1109/CVPR.1998.698614
  10. Henry A. Rowley, Shumeet Baluja and Takeo Kanade, 'Huamn Face Detection n Visual Scenes,' IEEE Conference on Computer Vision and Pattern Recognition, 1999
  11. Eli Saber, A. Murat Tekalp, 'Face Detection and Facial Feature Extraction Using Color, Shape and Symmnery-Based Cost Function,' Proceedings of the International Conference on Pattern Recognition, pp.654-658, 1996 https://doi.org/10.1109/ICPR.1996.547027
  12. Thomas C. Chang, Thomas S. Huang, 'Facial feature Extraction from Color Images,' Proceedings of International Conference on Pattern Recognition, Vol.2, pp.39-43, 1994 https://doi.org/10.1109/ICPR.1994.576872
  13. Sofia Teskeridou and Ionnis Pitas, 'Facial Feature Extraction in frontal views using biometric analogies,' Ⅸ European Signal Processing Conference, Vol.1, pp.315-318, 1998
  14. Weimin Huang, Qibin Sun, Chian-Prong Lam and Jian-Kang Wu, 'A robust Approach to Face and eyes Detection From Images With cluttered Background,' Proceedings of the International Conference on Pattern Recognition, pp.110-113, 1998 https://doi.org/10.1109/ICPR.1998.711092
  15. Jie Yang, Rainer Stiefelhagen, Uwe Meier, Alex Waibel, 'Real-time Face and facial feature tracking and application,' Proceedings of Auditory-Visual Speech Processing, pp.79-84, 1998