Towards predicting optimal fusion candidates: A case study on biometric authentication tasks

Lecture Notes in Computer Science

Volumn 3361, Issue , 2005, Pages 159-172

  Poh, Norman ^a   Bengio, Samy ^a  

^a IDIAP RESEARCH INSTITUTE   (Switzerland)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL METHODS; COMPUTER HARDWARE; COMPUTER SCIENCE; DATABASE SYSTEMS; MULTIMEDIA SYSTEMS;

AUDIO-VISUAL MEDIA; AUTOMATIC MEETING ANALYSIS; BANCA MULTI-MODAL DATABASE; FUSION MECHANISM;

INFORMATION ANALYSIS;

EID: 24144486498     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/978-3-540-30568-2_14     Document Type: Conference Paper

References (6)

1. J. Kittler, K. Messer, and J. Czyz, "Fusion of Intramodal and Multimodal Experts in Personal Identity Authentication Systems," in Proc. Cost 275 Workshop, Rome, 2002, pp. 17-24.
2. N. Poh and S. Bengio, "Why Do Multi-Stream, Multi-Band and Multi-Modal Approaches Work on Biometric User Authentication Tasks?," in IEEE Int'l Conf. Acoustics, Speech, and Signal Processing (ICASSP), Montreal, 2004, pp. vol. V, 893-896.
3. C. Bishop, Neural Networks for Pattern Recognition, Oxford University Press, 1999.
4. E. Bailly-Baillière, S. Bengio, F. Bimbot, M. Hamouz, J. Kittler, J. Mariéthoz, J. Matas, K. Messer, V. Popovici, F. Porée, B. Ruiz, and J.-P. Thiran, "The BANCA Database and Evaluation Protocol," in Springer LNCS-2688, 4th Int. Conf. Audio- and Video-Based Biometric Person Authentication, AVBPA'03. 2003, Springer-Verlag.
5. Christine Marcel, "Multimodal Identity Verification at IDIAP," Communication Report 03-04, IDIAP, Martigny, Switzerland, 2003.
6. N. Poh and S. Bengio, "How Do Correlation and Variance of Base Classifiers Affect Fusion in Biometric Authentication Tasks?," Research Report 04-18, IDIAP, Martigny, Switzerland, 2004.