Automatic human face detection and recognition under non-uniform illumination
作者： Toshiaki Kondo , Hong Yan
DOI: 10.1016/S0031-3203(98)00176-9
关键词:
摘要: A system for automatic human face detection and recognition is presented. The procedure consists of five steps: (1) the Haar wavelet transform, (2) facial edge detection, (3) symmetry axis (4) (5) recognition. Step 1 decomposes an input image, reducing image redundancy. 2 excludes non-facial areas using information, whereas 3 narrows down further gradient orientation. 4 restricts face-like by template matching. Finally, 5 determines best location in identifies based on principal component analysis (PCA). shows a remarkably robust performance under non-uniform lighting conditions.
elsevier.com
sci-hub.se 参考文章(12)
Baback Moghaddam, Alexander P. Pentland, Face recognition using view-based and modular eigenspaces SPIE's 1994 International Symposium on Optics, Imaging, and Instrumentation. ,vol. 2277, pp. 12- 21 ,(1994) , 10.1117/12.191877
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
Ashok Samal, Prasana A. Iyengar, Automatic recognition and analysis of human faces and facial expressions: a survey Pattern Recognition. ,vol. 25, pp. 65- 77 ,(1992) , 10.1016/0031-3203(92)90007-6
Nathan Intrator, Daniel Reisfeld, Yehezkel Yeshurun, Face recognition using a hybrid supervised/unsupervised neural network Pattern Recognition Letters. ,vol. 17, pp. 67- 76 ,(1996) , 10.1016/0167-8655(95)00089-5
Changming Sun, Symmetry detection using gradient information Pattern Recognition Letters. ,vol. 16, pp. 987- 996 ,(1995) , 10.1016/0167-8655(95)00049-M
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
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
Shumeet Baluja, Takeo Kanade, Henry A. Rowley, Human Face Detection in Visual Scenes neural information processing systems. ,vol. 8, pp. 875- 881 ,(1995)
L. Sirovich, M. Kirby, Low-dimensional procedure for the characterization of human faces Journal of The Optical Society of America A-optics Image Science and Vision. ,vol. 4, pp. 519- 524 ,(1987) , 10.1364/JOSAA.4.000519
B. V. K. V. Kumar, D. Casasent, H. Murakami, Principal-Component Imagery For Statistical Pattern Recognition Correlators Optical Engineering. ,vol. 21, pp. 210143- ,(1982) , 10.1117/12.7972856