Visual speaker identification with spatiotemporal directional features

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 7950 LNCS, Issue , 2013, Pages 1-10

  Zhao, Guoying ^a   Pietikäinen, Matti ^a  

^a UNIVERSITY OF OULU   (Finland)

Author keywords

dynamic features; local binary pattern; speaker recognition

Indexed keywords

DIRECTIONAL FEATURE; DISCRIMINATIVE ABILITY; DYNAMIC FEATURES; LOCAL BINARY PATTERNS; MAGNITUDE INFORMATION; SPEAKER IDENTIFICATION; SPEAKER RECOGNITION; VISUAL SPEAKER IDENTIFICATIONS;

IMAGE ANALYSIS; LOUDSPEAKERS;

SPEECH RECOGNITION;

EID: 84884484880     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-39094-4_1     Document Type: Conference Paper

References (19)

1. Ahonen, T., Hadid, A., Pietikäinen, M.: Face description with local binary patterns: Application to face recognition. IEEE Trans. Pattern Analysis and Machine Intelligence 28(12), 2037-2041 (2006)
2. Aleksic, P., Katsaggelos, A.: Audio-visual Biometrics. Proceedings of the IEEE 94, 2025-2044 (2006)
3. Cetingul, H., Yemez, Y., Erzin, E., Tekalp, A.: Discriminative Lip-motion Features for Biometric Speaker Identification. In: Proc. of ICIP (2004)
4. Chan, C.H., Goswami, B., Kittler, J., Christmas, W.: Local Ordinal Contrast Pattern Histograms for Spatiotemporal, Lip-Based Speaker Authentication. IEEE Trans. on Information Forensics and Security 7(2), 602-612 (2012)
5. Faundez-Zanuy, M., Satue-Villar, A.: Speaker Recognition Experiments on A Bilingual Database. In: Proc. of EUSIPCO (2006)
6. Fox, N., Gross, R., Chazal, P., Cohn, J., Reilly, R.: Person Identification Using Automatic Integration of Speech, Lip and Face Experts. In: Proc. of the ACM SIGMM Workshop on Biometrics Methods and Applications, pp. 25-32 (2003)
7. Furui, S.: Fifty Years of Progress in Speech and Speaker Recognition. Acoustical Society of America Journal 116(4), 2497-2498 (2004)
8. Guo, Z., Zhang, L., Zhang, D.: A Completed Modeling of Local Binary Pattern Operator for Texture Classification. IEEE Transactions on Image Processing 19(6), 1657-1663 (2010)
9. Liu, M., Zhang, Z., Hasegawa-Johnson, M., Huang, T.: Exploring Discriminative Learning for Text-Independent Speaker Recognition. In: Proc. of ICME, pp. 56-59 (2007)
10. Luettin, J., Thacher, N., Beet, S.: Speaker Identification by Lipreading. In: Proc. of International Conference on Spoken Language Proceedings, pp. 62-64 (1996)
11. Niu, Z., Shan, S., Yan, S., Chen, X., Gao, W.: 2d Cascaded Adaboost for Eye Localization. In: Proc. of ICPR, pp. 1216-1219 (2006)
12. Ojala, T., Pietikäinen, M., Mäenpää, T.: Multiresolution Gray-scale and Rotation Invariant Texture Classification with Local Binary Patterns. IEEE PAMI 24(7), 971-987 (2002)
13. Ojansivu, V., Heikkilä, J.: Blur insensitive texture classification using local phase quantization. In: Elmoataz, A., Lezoray, O., Nouboud, F., Mammass, D. (eds.) ICISP 2008. LNCS, vol. 5099, pp. 236-243. Springer, Heidelberg (2008)
14. Ouyang, H., Lee, T.: A New Lip Feature Representation Method for Video-based Bimodal Authentication. In: NICTA-HCSNet Multimodal User Interaction Workshop (2006)
15. Viola, P., Jones, M.: Rapid Object Detection Using A Boosted Cascade of Simple Features. In: Proc. of CVPR, pp. 511-518 (2001)
16. Zhao, G., Pietikäinen, M.: Dynamic Texture Recognition Using Local Binary Patterns with An Application to Facial Expressions. IEEE PAMI 29(6), 915-928 (2007)
17. Zhao, G., Barnard, M., Pietikäinen, M.: Lipreading with Local Spatiotemporal Descriptors. IEEE Transactions on Multimedia 11(7), 1254-1265 (2009)
18. Zhao, G., Huang, X., Gizatdinova, Y., Pietikäinen, M.: Combining Dynamic Texture and Structural Features for Speaker Identification. In: ACM Multimedia 2010 Workshop on Multimedia in Forensics, Security and Intelligence, pp. 93-98 (2010)
19. Zhou, X., Fu, Y., Liu, M., Hasegawa-Johnson, M., Huang, T.: Robust Analysis and Weighing on MFCC Components for Speech Recognition and Speaker Identification. In: Proc. of ICME, pp. 188-191 (2007)