Biometrie hashing based on genetic selection and its application to on-line signatures

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

Volumn 4642 LNCS, Issue , 2007, Pages 1134-1143

  Freire, Manuel R ^a   Fierrez, Julian ^a   Galbally, Javier ^a   Ortega Garcia, Javier ^a  

^a UNIVERSIDAD AUTÓNOMA DE MADRID   (Spain)

Author keywords

Biometric cryptosytems; Biometric hashing; Feature selection; Genetic algorithms

Indexed keywords

BIOMETRICS; CRYPTOGRAPHY; DATABASE SYSTEMS; FEATURE EXTRACTION; GENETIC ALGORITHMS; OPTIMIZATION; VECTOR QUANTIZATION;

BIOMETRIC CRYPTOSYTEMS; BIOMETRIC HASHING; GENETIC SELECTION; HASH GENERATION; ONLINE SIGNATURES;

ELECTRONIC DOCUMENT IDENTIFICATION SYSTEMS;

EID: 37849025832     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-74549-5_118     Document Type: Conference Paper

References (23)

1. Jain, A.K., Ross, A., Pankanti, S.: Biometrics: A tool for information security. IEEE Trans. on Information Forensics and Security 1(2), 125-143 (2006)
2. Uludag, U., Pankanti, S., Prabhakar, S., Jain, A.K.: Biometric cryptoSystems: Issues and challenges. Proceedings of the IEEE 92(6), 948-960 (2004)
3. Bolle, R.M., Connell, J.H., Ratha, N.K.: Biometric perils and patches. Pattern Recognition 35(12), 2727-2738 (2002)
4. Hoque, S., Fairhurst, M., Howells, G., Deravi, F.: Feasibility of generating biometric encryption keys. Electronics Letters 41(6), 309-311 (2005)
5. Goldberg, D.E.: Genetic Algorithms in Search, Optimization and Machine Learning. Addison-Wesley Longman Publishing Co. Inc., Boston, MA, USA (1989)
6. Plamondon, R., Srihari, S.N.: On-line and off-line handwriting recognition: A comprehensive survey. IEEE Trans. PAMI 22(1), 63-84 (2000)
7. Fierrez, J., Ortega-Garcia, J.: On-line signature verification. In: Jain, A.K., Ross, A., Flynn, P. (eds.) Handbook of Biometrics (to appear)
8. Juels, A., Sudan, M.: A fuzzy vault scheme. Design Code. Cryptogr. 38(2), 237-257 (2006)
9. Uludag, U., Pankanti, S., Jain, A.K.: Fuzzy vault for fingerprints. In: Kanade, T., Jain, A., Ratha, N.K. (eds.) AVBPA 2005. LNCS, vol. 3546, pp. 310-319. Springer, Heidelberg (2005)
10. Uludag, U., Jain, A.K.: Securing fingerprint template: Fuzzy vault with helper data. In: Proc. CVPRW, p. 163. IEEE Computer Society, Los Alamitos (2006)
11. Freire-Santos, M., Fierrez-Aguilar, J., Ortega-Garcia, J.: Cryptographic key generation using handwritten signature. In: Proc. SPIE., vol. 6202, pp. 225-231 (2006)
12. Vielhauer, C., Steinmetz, R., Mayerhoefer, A.: Biometric hash based on statistical features of online signatures. In: Proc. ICPR., vol. 1, pp. 123-126 (2002)
13. Vielhauer, C., Steinmetz, R.: Handwriting: Feature correlation analysis for biometric hashes. EURASIP JASP 2004(4), 542-558 (2004)
14. Teoh, A.B., Goh, A., Ngo, D.C.: Random multispace quantization as an analytic mechanism for biohashing of biometric and random identity inputs. IEEE Trans. PAMI 28(12), 1892-1901 (2006)
15. Lumini, A., Nanni, L.: An improved biohashing for human authentication. Pattern Recognition 40(3), 1057-1065 (2007)
16. Ngo, D.C.L., Teoh, A.B.J., Goh, A.: Biometric hash: high-confidence face recognition. IEEE Trans. Circ. Syst. Vid. 16(6), 771-775 (2006)
17. Dodis, Y., Reyzin, L., Smith, A.: Fuzzy extractors: How to generate strong keys from biometrics and other noisy data. In: Cachin, C., Camenisch, J.L. (eds.) EUROCRYPT 2004. LNCS, vol. 3027, pp. 523-540. Springer, Heidelberg (2004)
18. Lin, S., Costello, D.J.: Error Control Coding, 2nd edn. Prentice-Hall, Inc. Upper Saddle River, NJ, USA (2004)
19. Pudil, P., Novovicova, J., Kittler, J.: Floating search methods in feature selection. Pattern Recogn. Lett. 15(11), 1119-1125 (1994)
20. Ortega-Garcia, J., et al.: MCYT baseline corpus: A bimodal biometric database. IEE Proc. Vision, Image and Signal Processing 150(6), 395-401 (2003)
21. Theodoridis, S., Koutroumbas, K.: Pattern Recognition. Academic Press, San Diego (2006)
22. Fierrez-Aguilar, J., et al.: An on-line signature verification system based on fusion of local and global information. In: Roli, F., Vitulano, S. (eds.) ICIAP 2005. LNCS, vol. 3617, pp. 523-532. Springer, Heidelberg (2005)
23. Jain, A.K., Nandakumar, K., Ross, A.: Score normalization in multimodal biometric systems. Pattern Recognition 38(12), 2270-2285 (2005)