Bi-modal person recognition on a mobile phone: Using mobile phone data

Proceedings of the 2012 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2012

Volumn , Issue , 2012, Pages 635-640

  McCool, Christopher ^a   Marcel, Sébastien ^a   Hadid, Abdenour ^b   Pietikäinen, Matti ^b   Matějka, Pavel ^c   Černocký, Jan ^c   Poh, Norman ^d   Kittler, Josef ^d   Larcher, Anthony ^e   Lévy, Christophe ^e   Matrouf, Driss ^e   Bonastre, Jean François ^e   Tresadern, Phil ^f   Cootes, Timothy ^f  

^a IDIAP RESEARCH INSTITUTE   (Switzerland)

^b UNIVERSITY OF OULU   (Finland)

^c BRNO UNIVERSITY OF TECHNOLOGY   (Czech Republic)

^d UNIVERSITY OF SURREY   (United Kingdom)

^e UNIVERSITY OF AVIGNON   (France)

^f UNIVERSITY OF MANCHESTER   (United Kingdom)

Author keywords

bi modal authentication; face recognition; mobile biometrics; speaker recognition

Indexed keywords

BIOMETRIC TECHNIQUES; ERROR RATE; EVALUATION PROTOCOL; MOBILE ENVIRONMENTS; PERSON RECOGNITION; RECOGNITION SYSTEMS; SCORE FUSION; SPEAKER RECOGNITION;

BIOMETRICS; DATABASE SYSTEMS; EXHIBITIONS; FACE RECOGNITION; MOBILE DEVICES; MOBILE PHONES;

CELLULAR TELEPHONES;

EID: 84866875603     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMEW.2012.116     Document Type: Conference Paper

References (19)

1. Linlin Shen, Nengheng Zheng, Songhao Zheng, and Wei Li, "Secure mobile services by face and speech based personal authentication," in IEEE International Conference Intelligent Computing and Intelligent Systems, 2010, pp. 97-100.
2. S. Marcel and et al., "On the results of the first mobile biometry (mobio) face and speaker verification evaluation," in Proceedings of the ICPR 2010 contests, 2010.
3. Dong-Ju Kim, Kwang-Woo Chung, and Kwang-Seok Hong, "Person authentication using face, teeth and voice modalities for mobile device security," in IEEE Transactions on Consumer Electronics, 2010, pp. 2678-2685.
4. Tao Qian and R. Veldhuis, "Biometric authentication system on mobile personal devices," in IEEE Transactions on Intrumentation and Measurement, 2010, pp. 763-773.
5. K. S. Rao, A. K. Vuppala, S. Chakrabarti, and L. Dutta, "Robust speaker recognition on mobile devices," in International Conference on Signal Processing and Communications, 2010.
6. Y. Rodriguez, Face detection and verification using local binary patterns, Ph.D. thesis, Idiap Research Institute and École Polytechnique Fédérale de Lausanne, 2006.
7. S. Bengio, J. Maríethoz, and M. Keller, "The Expected Performance Curve," in International Conference On Machine Learning, 2005.
8. A. Martin, G. Doddington, T. Kamm, M. Ordowski, and M. Przybocki, "The DET curve in assessment of detection task performance," in Eurospeech, 1997, vol. 4, pp. 1895-1898.
9. Timo Ojala, Matti Pietikäinen, and Topi Mäenpää, "Multiresolution gray-scale and rotation invariant texture classification with local binary patterns," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 24, no. 7, pp. 971-987, 2002.
10. B. Froba and A. Ernst, "Face detection with the modified census transform," in IEEE International Conference on Automatic Face and Gesture Recognition, 2004, pp. 91-96.
11. Wenchao Zhang, Shiguang Shan, Wen Gao, Xilin Chen, and Hongming Zhang, "Local gabor binary pattern histogram sequence (lgbphs): A novel non-statistical model for face representation and recognition," in IEEE International Conference on Computer Vision, 2005, pp. 786-791.
12. P. Schwarz, P. Matějka, and J. Černocký, "Towards lower error rates in phoneme recognition," in Lecture Notes in Computer Science, 2004, pp. 465-472.
13. N. Dehak, P. Kenny, R. Dehak, P. Dumouchel, and P. Ouellet, "Front-end factor analysis for speaker verification," Audio, Speech, and Language Processing, IEEE Transactions on, vol. PP, no. 99, pp. 1 -1, 2010.
14. S. J. D. Prince and S. H. Elder, "Probabilistic linear discriminant analysis for inferences about identity," in IEEE International Conference on Computer Vision, Rio de Janeiro, Brazil, 2007.
15. D.A. Reynolds and R.C. Rose, "Robust text-independent speaker identification using Gaussian mixture speaker models," IEEE Transactions on Speech and Audio Processing, vol. 3, no. 1, pp. 72-83, 1995.
16. J. Pelecanos and S. Sridharan, "Feature warping for robust speaker verification," in A Speaker Odyssey - The Speaker Recognition Workshop, 2001.
17. Douglas A. Reynolds, Thomas F. Quatieri, and Robert B. Dunn, "Speaker verification using adapted Gaussian mixture models," Digital Signal Processing, vol. 10, pp. 19-41, 2000.
18. O. Glembek, L. Burget, P. Matějka, M. Karafiat, and P. Kenny, "Simplification and optimization of i-vector extraction," in International Conference on Acoustics, Speech and Signal Processing, 2011, pp. 4516-4519.
19. T. Hastie, R. Tibshirani, and J. Friedman, The Elements of Statistical Learning, Springer-Verlag, 2001.