Multimodal speaker verification using ear image features extracted by PCA and ICA

Lecture Notes in Computer Science

Volumn 3546, Issue , 2005, Pages 588-596

  Iwano, Koji ^a   Miyazaki, Taro ^a   Furui, Sadaoki ^a  

^a TOKYO INSTITUTE OF TECHNOLOGY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

DATABASE SYSTEMS; FEATURE EXTRACTION; IMAGE ANALYSIS; PRINCIPAL COMPONENT ANALYSIS; SPEECH PROCESSING; WHITE NOISE;

AUDIO-VISUAL AUTHENTICATION METHOD; AUDIO-VISUAL DATABASE; AUTHENTICATION METHODS; MULTIMODAL SPEAKER VERIFICATION;

PATTERN RECOGNITION;

EID: 26444580151     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/11527923_61     Document Type: Conference Paper

References (14)

1. Brunelli, R., Falavigna, D.: Personal identification using multiple cues, IEEE Trans. on Pattern Analysis and Machine Intelligence, vol.17, no.10 (1995) 955-966.
2. Duc, B., Bigun, E.S., Bigun, J., Maitre, G., and Fischer, S.: Fusion of audio and video information for multi modal person authentication, Pattern Recognition Letters, vol.18, no.9 (1997) 835-843.
3. Jourlin, P., Luettin, J., Genoud, D., and Wassner, H.: Acoustic-labial speaker verification, Pattern Recognition Letters, vol.18, no.9 (1997) 853-858.
4. Poh, N., Korczak, J.: Hybrid biometric person authentication using face and voice features, In: Audio- and Video-Based Biometric Person Authentication, Third International Conference, AVBPA 2001, Bigun, J. and Smeraldi, F., Eds., Springer (2001) 348-353.
5. Ross, A., Jain, A., and Qian, J.-Z.: Information fusion in biometrics, In: Audio- and Video-Based Biometric Person Authentication, Third International Conference, AVBPA 2001, Bigun, J. and Smeraldi, F., Eds., Springer (2001) 354-359,
6. Chang, K., Bowyer, K.W., Sarkar, S., and Victor, B.: Comparison and combination of ear and face images in appearance-based biometrics, IEEE Trans. on Pattern Analysis and Machine Intelligence, vol.25, no.9 (2003) 1160-1165.
7. Iwano, K., Hirose, T., Kamibayashi, E., and Furui, S.: Audio-visual person authentication using speech and ear images, Proc. Workshop on Multimodal User Authentication (2003) 85-90.
8. Iannarelli, A.: Ear Identification, Forensic Identification series. Paramont Publishing Company, Fremont, California (1989).
9. Burge, M., Burger, W.: Ear biometrics, In: Biometrics: Personal Identification in Networked Society, Jain, A., Bolle, R., and Pankanti, S., Eds., Kluwer Academic, Boston, MA (1999) 273-285.
10. Turk, M., Pentland, A.P.: Face recognition using eigenface, Proc. IEEE Conf. on Computer Vision and Pattern Recognition (1991) 586-591.
11. Common, P.: Independent component analysis - A new concept?, Signal Processing, vol.36, no.3 (1994) 287-314.
12. Draper, B.A., Baek, K., Bartlett, M.S., and Beveridge, J.R.: Recognizing faces with PCA and ICA, Computer Vision and Image Understanding, vol.91, iss.1-2 (2003) 115-137.
13. Connie, T., Teoh, A., Goh, M., and Ngo, D.: Palmprint recognition with PCA and ICA, Proc. Image and Vision Computing New Zealand, Palmerston North, New Zealand (2003) 227-232.
14. http://www.cis.hut.fi/projects/ica/fastica/