Hand geometry based recognition with a MLP classifier

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

Volumn 3832 LNCS, Issue , 2006, Pages 721-727

  Faundez Zanuy, Marcos ^a   Ferrer Ballester, Miguel A ^b   Travieso González, Carlos M ^b   Espinosa Duro, Virginia ^a  

^a UNIVERSITAT POLITÈCNICA DE CATALUNYA   (Spain)

^b UNIVERSITY OF LAS PALMAS DE GRAN CANARIA   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); COMPUTER SCIENCE; DATA ACQUISITION; DATABASE SYSTEMS; FEATURE EXTRACTION;

DETECTION COST FUNCTION (DCF); HAND GEOMETRY; MULTI LAYER PERCEPTRONS (MLP);

PATTERN RECOGNITION;

EID: 33744962273     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: None     Document Type: Conference Paper

References (18)

1. Jain A. K., Bolle R., Pankanti S., "Introduction to biometrics" in Biometrics Personal identification in networked society. Kluwer Academic Publishers 1999
2. Faundez-Zanuy, M., "Door-opening system using a low-cost fingerprint scanner and a PC" IEEE Aerospace and Electronic Systems Magazine. Vol. 19 no 8, pp.23-26, August 2004.
3. Faundez-Zanuy M., Fabregas J. 'Testing report of a fingerprint-based door-opening system". IEEE Aerospace and Electronic Systems Magazine. Vol.20 no 6, pp 18-20, June 2005
4. Faundez-Zanuy, M., "On the vulnerability of biometric security systems". IEEE Aerospace and Electronic Systems Magazine. Vol.19 no 6, pp.3-8, June 2004.
5. Faundez-Zanuy M., "Data fusion in biometrics" IEEE Aerospace and Electronic Systems Magazine. Vol.20 no 1, pp.34-38, January 2005.
6. Faundez-Zanuy, M., "Biometric recognition: why not massively adopted yet?" IEEE Aerospace and Electronic Systems Magazine. Vol.20 no 9, pp.1-4 September 2005
7. Faundez-Zanuy, M., "Privacy issues on biometric systems". IEEE Aerospace and Electronic Systems Magazine. Vol.20 no 2, pp13-15. February 2005
8. Carlos M Travieso-González, J. B. Alonso, S. David, Miguel A. Ferrer-Ballester, "Optimization of a biometric system identification by hand geometry" Complex systems intelligence and modern technological applications, Cherbourg, France, pp. 581-586, 19-22, September 2004.
9. L. O'Gorman and R. Kasturi, Document Image Analysis, IEEE Computer Society Press, 1995.
10. Milan Sonka, Vaclav Hlavac, Roger Boyle, Image Processing, Analysis and Machine Vision. 2nd edition, 30 September 1998.
11. Martin A. et alt. "The DET curve in assessment of detection performance", V. 4, pp. 18951898, European speech Processing Conference Eurospeech 1997
12. Haykin S., "Neural nets. A comprehensive foundation", 2on edition. Ed. Prentice Hall 1999
13. Wicker, Stephen B., Error Control Systems for Digital Communication and Storage, Upper Saddle River, N.J., Prentice Hall, 1995.
14. Dietterich T. G., Bakiri G., "Error-correcting output codes: A general method for improving multiclass inductive learning programs". Proceedings of the Ninth National Conference on Artificial Intelligence (AAAI-91). Anaheim, CA: AAAI Press.
15. Dietterich T., "Do Hidden Units Implement Error-Correcting Codes?" Technical report 1991
16. Kuncheva, L. I. "Combining pattern classifiers". Ed. John Wiley & Sons 2004.
17. YingLiang Ma; Pollick, F.; Hewitt, W.T, "Using B-spline curves for hand recognition" Proceedings of the 17th International Conference on Pattern Recognition, Vol. 3, pp. 274 -277, Aug. 2004.
18. R. Sanchez-Reillo, C. Sanchez-Avila, and A. Gonzalez-Marcos, "Biometric Identification Through Hand Geometry Measurements", IEEE Transactions on Pattern Analysis an Machine Intelligence, 22(10), pp 1168-1171, 2000.