摘要: This paper deals with the use of confidence measure for Automatic Face Recognition (AFR). AFR is realized by adapted Kepenecki face recognition approach based on Gabor wavelet transform. work motivated fact that obtained rate real-world corpus only about 50% which not sufficient our application, a system automatic labelling photographs in large database. The main goal this thus proposition post-processing classification result order to remove “incorrectly” classified images. We show filter out incorrectly recognized faces beneficial. Two measures are proposed and evaluated Czech News Agency (CTK) corpus. Experimental results confirm benefit task.
参考文章(13)
Kanade, Computer recognition of human faces ,(1977)
E. Lleida, R.C. Rose, Likelihood ratio decoding and confidence measures for continuous speech recognition international conference on spoken language processing. ,vol. 1, pp. 478- 481 ,(1996) , 10.1109/ICSLP.1996.607158
Linlin Shen, Li Bai, A review on Gabor wavelets for face recognition Pattern Analysis and Applications. ,vol. 9, pp. 273- 292 ,(2006) , 10.1007/S10044-006-0033-Y
Hui Jiang, Confidence measures for speech recognition: A survey Speech Communication. ,vol. 45, pp. 455- 470 ,(2005) , 10.1016/J.SPECOM.2004.12.004
M. Lades, J.C. Vorbruggen, J. Buhmann, J. Lange, C. von der Malsburg, R.P. Wurtz, W. Konen, Distortion invariant object recognition in the dynamic link architecture IEEE Transactions on Computers. ,vol. 42, pp. 300- 311 ,(1993) , 10.1109/12.210173
M.A. Turk, A.P. Pentland, Face recognition using eigenfaces computer vision and pattern recognition. pp. 586- 591 ,(1991) , 10.1109/CVPR.1991.139758
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
A.V. Nefian, M.H. Hayes, Hidden Markov models for face recognition international conference on acoustics speech and signal processing. ,vol. 5, pp. 2721- 2724 ,(1998) , 10.1109/ICASSP.1998.678085
S. Lawrence, C.L. Giles, Ah Chung Tsoi, A.D. Back, Face recognition: a convolutional neural-network approach IEEE Transactions on Neural Networks. ,vol. 8, pp. 98- 113 ,(1997) , 10.1109/72.554195
U. Halici, I. Hayashi, S. B. Lee, S. Tsutsi, L. C. Jain, Intelligent biometric techniques in fingerprint and face recognition Intelligent biometric techniques in fingerprint and face recognition. pp. 463- 463 ,(2000)