Face recognition using kernel direct discriminant analysis algorithms

作者: Juwei Lu , K.N. Plataniotis , A.N. Venetsanopoulos

DOI: 10.1109/TNN.2002.806629

关键词: Principal component analysisWord error rateOptimal discriminant analysisPattern recognitionMathematicsKernel (image processing)Linear discriminant analysisKernel methodKernel Fisher discriminant analysisFacial recognition systemAlgorithmArtificial intelligence

摘要: … discriminant power, those obtained using PCA like methods. However, subject to limitation … of Canada, “for innovative work in color image processing and its industrial applications”. In …

参考文章(30)
B Schölkopf, Support vector learning Oldenbourg München, Germany. ,(1997)
Daniel B. Graham, Nigel M. Allinson, Characterising Virtual Eigensignatures for General Purpose Face Recognition NATO-ASI on Face Recognition : From Theory to Applications. pp. 446- 456 ,(1998) , 10.1007/978-3-642-72201-1_25
M. A. Aizerman, Theoretical Foundations of the Potential Function Method in Pattern Recognition Learning Automation and Remote Control. ,vol. 25, pp. 821- 837 ,(1964)
Shaogang Gong, Stephen J McKenna, Alexandra Psarrou, None, Dynamic Vision: From Images to Face Recognition Imperial College Press. ,(2000) , 10.1142/P155
BSCH OLKOPF, C Burges, A Smola, Advances in kernel methods: support vector learning international conference on neural information processing. ,(1999) , 10.5555/299094
R. A. FISHER, THE USE OF MULTIPLE MEASUREMENTS IN TAXONOMIC PROBLEMS Annals of Human Genetics. ,vol. 7, pp. 179- 188 ,(1936) , 10.1111/J.1469-1809.1936.TB02137.X
S.J. Raudys, A.K. Jain, Small sample size effects in statistical pattern recognition: recommendations for practitioners IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 13, pp. 252- 264 ,(1991) , 10.1109/34.75512
D.L. Swets, J.J. Weng, Using discriminant eigenfeatures for image retrieval IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 18, pp. 831- 836 ,(1996) , 10.1109/34.531802
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