An advanced multi-modal method for human authentication featuring biometrics data and tokenised random numbers

Neurocomputing

Volumn 69, Issue 13-15, 2006, Pages 1706-1710

  Lumini, Alessandra ^a   Nanni, Loris ^a  

^a CNR   (Italy)

Author keywords

Fingerprint; Multimodal fusion; Pseudo random numbers

Indexed keywords

FACE RECOGNITION; FEATURE EXTRACTION; PATTERN MATCHING; RANDOM NUMBER GENERATION;

BIOMETRIC FEATURES; FINGERPRINT; MULTIMODAL FUSION; PSEUDO-RANDOM NUMBERS;

LEARNING SYSTEMS;

ALGORITHM; ANALYTICAL PARAMETERS; ARTICLE; BIOMETRY; CONTROLLED STUDY; DATA ANALYSIS; FACIES; FINGER DERMATOGLYPHICS; HUMAN; HUMAN EXPERIMENT; IMAGE QUALITY; MATHEMATICAL COMPUTING; METHODOLOGY; NORMAL HUMAN; PATTERN RECOGNITION; PRIORITY JOURNAL; RANDOMIZATION; SCORING SYSTEM; SYSTEM ANALYSIS;

EID: 33745212257     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neucom.2006.01.010     Document Type: Article

References (12)

1. Blum L., Blum M., and Shub M. A simple unpredictable pseudo-random number generator. SIAM J. Comput. 15 2 (1986) 364-383
2. B. Gutschoven, P. Verlinde, Multi-modal identity verification using support vector machines, in: Third International Conference on Information Fusion, Paris, France, 10-13 July 2000, pp. 3-8.
3. Ho T.K. The random subspace method for constructing decision forests. IEEE Trans. Pattern Anal. Mach. Intell. 20 8 (1998) 832-844
4. Jin A.T.B., Ling D.N.C., and Goh A. Biohashing: two factor authentication featuring fingerprint data and tokenised random number. Pattern Recogn. 37 11 (2004) 2245-2255
5. Kittler J., Hatef M., Duin R., and Matas J. On combining classifiers. IEEE Trans. Pattern Anal. Mach. Intell. 20 3 (1998) 226-239
6. D. Maio, L. Nanni, Multihashing, human authentication featuring biometrics data and tokenised random number: a case study FVC2004, Neurocomputing 69 (3) (2005) 242-249.
7. D. Maio, D. Maltoni, R. Cappelli, J. Wayman, A.K. Jain, FVC2004: third fingerprint verification competition, in: First International Conference on Biometric Authentication, Hong Kong, China, 15-17 July 2004, pp. 1-7.
8. Maltoni D., Maio D., Jain A.K., and Prabhakar S. Handbook of Fingerprint Recognition (2003), Springer, New York
9. Z. Pan, A. Rust, H. Bolouri, Image redundancy reduction for neural network classification using discrete cosine transforms, in: International Joint Conference on Neural Networks, Vol. 3, Como, Italy, 24-27 July 2000, pp. 149-154.
10. Pudil P., Novovicova J., and Kittler J. Floating search methods in feature selection. Pattern Recogn. Lett. 15 11 (1994) 1119-1125
11. D.A. Socolinsky A. Selinger, Thermal face recognition over time, in: Seventeenth International Conference of Pattern Recognition, Vol. 4, Cambridge, UK, 23-26 August 2004, pp. 187-190.
12. http://www.uk.research.att.com/facedatabase.html.