Speaker identification by lipreading
作者： J. Luettin , N.A. Thacker , S.W. Beet
DOI: 10.1109/ICSLP.1996.607030
关键词:
摘要: This paper describes a new approach for speaker identification based on lipreading. Visual features are extracted from image sequences of the talking face and consist shape parameters which describe lip boundary intensity grey-level distribution mouth area. Intensity information is principal component analysis using eigenspaces deform with model. The account both, speech dependent information. We built spatio-temporal models these features, HMMs mixtures Gaussians. Promising results were obtained text independent tests performed small video database.
isca-speech.org
udel.edu 参考文章(7)
J. Luettin, N.A. Thacker, S.W. Beet, Locating and tracking facial speech features international conference on pattern recognition. ,vol. 1, pp. 652- 656 ,(1996) , 10.1109/ICPR.1996.546105
R. Brunelli, D. Falavigna, Person identification using multiple cues IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 17, pp. 955- 966 ,(1995) , 10.1109/34.464560
R. Chellappa, C.L. Wilson, S. Sirohey, Human and machine recognition of faces: a survey Proceedings of the IEEE. ,vol. 83, pp. 705- 741 ,(1995) , 10.1109/5.381842
J. Luettin, N.A. Thacker, S.W. Beet, Speechreading using shape and intensity information international conference on spoken language processing. ,vol. 1, pp. 58- 61 ,(1996) , 10.1109/ICSLP.1996.607024
Javier R. Movellan, Visual Speech Recognition with Stochastic Networks neural information processing systems. ,vol. 7, pp. 851- 858 ,(1994)
D. Genoud, J. Bigun, C. Beumier, S. Pigeon, I. Pitas, M. Acheroy, B. Duc, P. Lockwood, L. Vandendorpe, G. Chollet, G. Maitre, K. Sobottka, S. Fischer, Multi-modal person verification tools using speech and images Proc. European Conference on Multimedia Applications, Services and Techniques (ECMAST 96). pp. 747- 761 ,(1996)
TF Cootes, A Hill, CJ Taylor, J Haslam, Use of active shape models for locating structures in medical images Image and Vision Computing. ,vol. 12, pp. 355- 365 ,(1994) , 10.1016/0262-8856(94)90060-4