A Multi-View Face Recognition System.

作者: Yongyue Zhang , Zhenyun Peng , Suya You , Guangyou Xu

DOI: 10.1007/BF02943172

关键词:

摘要: In many automatic face recognition systems, posture constraining is a key factor preventing them from application. this paper, series of strategies-will be described to achieve system which enables under varying pose. These approaches include the multi-view modeling, threshold image based feature detection, affine transformation normalization and template matching identification. Combining all these strategies, with pose invariance designed successfully. Using 75MHZ Pentium PC database 75 individuals, 15 images for each person, 225 test various postures, very good rate 96.89% obtained.

参考文章(13)
Leon D. Harmon, Willard F. Hunt, Automatic recognition of human face profiles Computer Graphics and Image Processing. ,vol. 6, pp. 135- 156 ,(1977) , 10.1016/S0146-664X(77)80009-9
Dominique Valentin, Hervé Abdi, Alice J. O'Toole, Garrison W. Cottrell, Connectionist models of face processing: A survey Pattern Recognition. ,vol. 27, pp. 1209- 1230 ,(1994) , 10.1016/0031-3203(94)90006-X
Robert J. Baron, Mechanisms of human facial recognition International Journal of Man-Machine Studies. ,vol. 15, pp. 137- 178 ,(1981) , 10.1016/S0020-7373(81)80001-6
I. Craw, H. Ellis, J.R. Lishman, Automatic extraction of face-features Pattern Recognition Letters. ,vol. 5, pp. 183- 187 ,(1987) , 10.1016/0167-8655(87)90039-0
Alan L. Yuille, Deformable templates for face recognition Journal of Cognitive Neuroscience. ,vol. 3, pp. 59- 70 ,(1991) , 10.1162/JOCN.1991.3.1.59
Pentland, Moghaddam, Starner, View-based and modular eigenspaces for face recognition computer vision and pattern recognition. pp. 84- 91 ,(1994) , 10.1109/CVPR.1994.323814
M.A. Shackleton, W.J. Welsh, Classification of facial features for recognition computer vision and pattern recognition. pp. 573- 579 ,(1991) , 10.1109/CVPR.1991.139756
R. Brunelli, T. Poggio, Face recognition: features versus templates IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 15, pp. 1042- 1052 ,(1993) , 10.1109/34.254061
A Lanitis, CJ Taylor, TF Cootes, Automatic face identification system using flexible appearance models Image and Vision Computing. ,vol. 13, pp. 393- 401 ,(1995) , 10.1016/0262-8856(95)99726-H
Alan L. Yuille, Peter W. Hallinan, David S. Cohen, Feature extraction from faces using deformable templates International Journal of Computer Vision. ,vol. 8, pp. 99- 111 ,(1992) , 10.1007/BF00127169