An efficient dynamic reliability-dependent bit allocation for biometric discretization

Pattern Recognition

Volumn 45, Issue 5, 2012, Pages 1960-1971

  Lim, Meng Hui ^a   Teoh, Andrew Beng Jin ^a   Toh, Kar Ann ^a  

^a Yonsei University   (South Korea)

Author keywords

Biometric; Bit allocation; Dynamic discretization; Quantization; Reliability

Indexed keywords

BINARY REFLECTED GRAY CODES; BINARY STRING; BIOMETRIC FEATURES; BIT ALLOCATION; BIT ALLOCATION ALGORITHM; BIT ALLOCATION SCHEME; BIT-STRINGS; COMPARATIVE STUDIES; DATA SETS; DISCRETIZATION SCHEME; DISCRETIZATIONS; DISCRIMINABILITY; FEATURE ELEMENTS; FEATURE SPACE; QUANTIZATION; RELIABILITY MEASURE;

BIOMETRICS; RELIABILITY; SIGNAL TO NOISE RATIO;

FEATURE EXTRACTION;

EID: 84855909777     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2011.11.011     Document Type: Article

References (24)

1. P.N. Belhumeur, J.P. Kriegman, and D.J. Kriegman Eigenfaces vs. Fisherfaces: Recognition using class specific linear projection IEEE Transactions on Pattern Analysis and Machine Intelligence 19 7 1997 711 720
2. Y. Chang, W. Zhang, T. Chen, Biometric-based cryptographic key generation, in: Proceedings of the IEEE International Conference on Multimedia and Expo (ICME 2004), vol. 3, 2004, pp. 22032206
3. C. Chen, R. Veldhuis, T. Kevenaar, A. Akkermans, Multi-bits biometric string generation based on the likelihood ratio, in: Proceedings of the IEEE International Conference on Biometrics: Theory, Applications, and System (BTAS 2007), 2007, pp. 16
4. C. Chen, R. Veldhuis, T. Kevenaar, and A. Akkermans Biometric quantization through detection rate optimized bit allocation EURASIP Journal on Advances in Signal Processing 2009 2009 Article ID 784834, 16 p
5. Y. Dodis, L. Reyzin, A. Smith, Fuzzy extractors: how to generate strong keys from biometrics and other noisy data, in: Proceedings of the International Conference on the Theory and Applications of Cryptographic Techniques, Lecture Notes in Computer Science, vol. 3027, 2004, pp. 523540.
6. F. Gray, Pulse code communications, U.S. Patent 2632058, 1953.
7. F. Hao, and C.W. Chan Private key generation from on-line handwritten signatures Information Management & Computer Security 10 no. 4 2002 159 164
8. X.D. Jiang, B. Mandal, and A. Kot Eigenfeature regularization and extraction in face recognition IEEE Transactions on Pattern Analysis and Machine Intelligence 30 3 2008 383 394
9. A. Juels, M. Wattenberg, A fuzzy commitment scheme, in: Proceedings of the Sixth ACM Conference in Computer and Communication Security (CCS 1999), 1999, pp. 2836.
10. T.A.M. Kevenaar, G.J. Schrijen, M. van der Veen, A.H.M. Akkermans, F. Zuo, Face recognition with renewable and privacy preserving binary templates, in: Proceedings of the Fourth IEEE Workshop on Automatic Identification Advanced Technologies (AutoID '05), 2005, pp. 2126.
11. J.-P. Linnartz, P. Tuyls, New shielding functions to enhance privacy and prevent misuse of biometric templates, in: Proceedings of the 4th International Conference on Audio and Video-based Biometric Person Authentication (AVBPA 03), LNCS, vol. 2688, 2003, pp. 393402.
12. Q. Li, Y. Sutcu, N. Memon, Secure sketch for biometric templates, in: Proceedings of the12th International Conference on the Theory and Application of Cryptology and Information Security (ASIACRYPT '06), LNCS, vol. 4284, pp. 99113.
13. F. Monrose, M.K. Reiter, Q. Li, S. Wetzel, Cryptographic key generation from voice, in: Proceedings of the IEEE Symposium on Security and Privacy (S&P 2001), 2001, pp. 202213.
14. F. Monrose, M.K. Reiter, Q. Li, S. Wetzel, Using voice to generate cryptographic keys, in: Proceedings of the Odyssey 2001, The Speaker Verification Workshop, 2001.
15. P.J. Philips, P.J. Flynn, T. Scruggs, K.W. Bowyer, J. Chang, K. Hoffman, J. Marques, J. Min, W. Worek, Overview of the face recognition grand challenge, in: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR 05), vol. 1, 2005, pp. 947954.
16. T. Sim, S. Baker, M. Bsat, The CMU Pose, Illumination and Expression (PIE) database, in: Proceedings of the Fifth IEEE Conference on Automatic Face and Gesture Recognition (FGR 02), 2002, pp. 4651.
17. A.B.J. Teoh, K.-A. Toh, W.K. Yip, 2N discretisation of biophasor in cancellable biometrics, in: Proceedings of the Second International Conference on Biometrics (ICB 2007), Lecture Notes in Computer Science, vol. 4642, 2007, pp. 435444.
18. A.B.J. Teoh, D.C.L. Ngo, and A. Goh Personalised cryptographic key generation based on FaceHashing Computers and Security 23 7 2004 606 614
19. A.B.J. Teoh, W.K. Yip, and S. Lee Cancellable biometrics and annotations on BioHash Pattern Recognition 41 6 2008 2034 2044 Elsevier
20. P. Tuyls, A.H.M. Akkermans, T.A.M. Kevenaar, G.-J. Schrijen, A.M. Bazen, N.J. Veldhuis, Practical biometric authentication with template protection, in: Proceedings of the Fifth International Conference on Audio- and Video-based Biometric Person Authentication, LNCS, vol. 3546, 2005, pp. 436446.
21. E. Verbitskiy, P. Tuyls, D. Denteneer, J.P. Linnartz, Reliable biometric authentication with privacy protection, in: Proceedings of the 24th Benelux Symposium on Information Theory, 2003, pp. 125132.
22. U. Uludag, S. Pankanti, S. Prabhakar, and A.K. Jain Biometric cryptosystems: issues and challenges Proceedings of the IEEE 92 6 2004 948 960
23. M. Turk, and A. Pentland Eigenfaces for recognition Journal of Cognitive, Neuroscience 3 1 1991 71 86
24. W.K. Yip, A. Goh, D.C.L. Ngo, A.B.J. Teoh, Generation of replaceable cryptographic keys from dynamic handwritten signatures, in: Proceedings of the First International Conference on Biometrics, Lecture Notes in Computer Science, vol. 3832, 2006, pp. 509515.