Support vector machines for face recognition

Image and Vision Computing - Tập 19 - Trang 631-638 - 2001
Guodong Guo1, Stan Z. Li1, Kap Luk Chan1
1School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore, Singapore 639798

Tài liệu tham khảo

Brunelli, 1993, Face recognition: features versus templates, IEEE Transactions on Pattern Analysis and Machine Intelligence, 15, 1042, 10.1109/34.254061 Chellappa, 1995, Human and machine recognition of faces: a survey, Proceedings of the IEEE, 83, 705, 10.1109/5.381842 Cortes, 1995, Support vector networks, Machine Learning, 20, 273, 10.1007/BF00994018 Cox, 1996, Feature-based face recognition using mixture-distance, Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 209, 10.1109/CVPR.1996.517076 Fukunaga, 1990 Goldstein, 1971, Identification of human faces, Proceedings of the IEEE, 59, 748, 10.1109/PROC.1971.8254 Hykin, 1999 Lades, 1993, Distortion invariant object recognition in the dynamic link architecture, IEEE Transactions on Computers, 42, 300, 10.1109/12.210173 Lawrence, 1997, Face recognition: a convolutional neural network approach, IEEE Transactions on Neural Networks, 8, 98, 10.1109/72.554195 Li, 1999, Face recognition using the nearest feature line method, IEEE Transactions on Neural Networks, 10, 439, 10.1109/72.750575 Murase, 1995, Visual learning and recognition of 3D objects from appearance, International Journal of Computer Vision, 14, 5, 10.1007/BF01421486 Moses, 1994, Face recognition: the problem of compensating for changes in illumination direction, European Conference on Computer Vision, 286 Osuna, 1997, Training support vector machines: an application to face detection, Proceedings of the CVPR, 130 Pontil, 1998, Support vector machines for 3-D object recogniton, IEEE Transactions on Pattern Analysis and Machine Intelligence, 20, 637, 10.1109/34.683777 Samal, 1992, Automatic recognition and analysis of human faces and facial expressions: a survey, Pattern Recognition, 25, 65, 10.1016/0031-3203(92)90007-6 F.S. Samaria, A.C. Harter, Parameterization of a stochastic model for human face identification, Proceedings of the Second IEEE Workshop on Applications of Computer Vision, Sarasota, Florida, 1994. F.S. Samaria, Face recognition using hidden Markov models, PhD thesis, Trinity College, University of Cambridge, Cambridge, 1994. Sirovich, 1987, Low-dimensional procedure for the characterization of human faces, Journal of the Optical Society of America A, 4, 519, 10.1364/JOSAA.4.000519 Turk, 1991, Eigenfaces for recognition, Journal of Cognitive Neuroscience, 3, 71, 10.1162/jocn.1991.3.1.71 Valentin, 1994, Connectionist models of face processing: a survey, Pattern Recognition, 27, 1209, 10.1016/0031-3203(94)90006-X Vapnik, 1998