Biometric bits extraction through phase quantization based on feature level fusion

Telecommunication Systems

Volumn 47, Issue 3-4, 2011, Pages 255-273

  Lee, Hyunggu ^a   Teoh, Andrew Beng Jin ^a   Kim, Jaihie ^a  

^a Yonsei University   (South Korea)

Author keywords

Cancelable biometrics; Feature fusion; Helper data; Phase quantization

Indexed keywords

BIOMETRIC TEMPLATE; BIT-STRINGS; CANCELABLE BIOMETRICS; EXTRACTION TECHNIQUES; FACIAL DATA; FEATURE EXTRACTOR; FEATURE FUSION; FEATURE LEVEL; FEATURE LEVEL FUSION; HELPER DATA; PHASE DOMAIN; PHASE QUANTIZATION; RECOGNITION PERFORMANCE;

BIOMETRICS;

FEATURE EXTRACTION;

EID: 79958162287     PISSN: 10184864     EISSN: 15729451     Source Type: Journal    
DOI: 10.1007/s11235-010-9317-z     Document Type: Article

References (31)

1. M. S. Bartlett J. R. Movellan T. J. Sejnowski 2002 Face recognition by independent component analysis IEEE Transactions on Neural Networks 13 6 1450 1464 10.1109/TNN.2002.804287 (Pubitemid 35428531)
2. Buciu, I., & Pitas, I. (2008). Understanding complex systems. In Organic computing (pp. 303-320). Berlin: Springer. ISBN 978-3-540-77656-7.
3. A. M. Burton R. Jenkins P. J. B. Hancock D. White 2005 Robust representations for face recognition: the power of averages Cognitive Psychology 51 3 256 284 10.1016/j.cogpsych.2005.06.003 (Pubitemid 41536153)
4. Chang, Y.-J., Zhang, W., & Chen, T. (2004). Biometrics-based cryptographic key generation. In IEEE international conference on multimedia and expo, 2004. ICME 2004 (Vol. 3, pp. 2203-2206). (Pubitemid 40063504)
5. Chen, C., Veldhuis, R. N. J., Kevenaar, T. A. M., & Akkermans, A. H. M. (2007). Multi-bits biometric string generation based on the likelihood ratio. In First IEEE international conference on biometrics: theory, applications, and systems, BTAS.
6. B. Chen G. W. Wornell 2001 Quantization index modulation: a class of provably good methods for digital watermarking and information embedding IEEE Transactions on Information Theory 47 4 1423 1443 10.1109/18.923725 (Pubitemid 32508483)
7. J. Daugman 2006 Probing the uniqueness and randomness of IrisCodes: results from 200 billion Iris pair comparisons Proceedings of the IEEE 94 11 1927 1935 10.1109/JPROC.2006.884092 (Pubitemid 46445563)
8. A. S. Georghiades P. N. Belhumeur D. J. Kriegman 2001 From few to many: illumination cone models for face recognition under variable lighting and pose IEEE Transactions on Pattern Analysis and Machine Intelligence 23 6 643 660 10.1109/34.927464 http://vision.ucsd.edu/~leekc/ExtYaleDatabase/ExtYaleB.html (Pubitemid 32585276)
9. J. D. Golic M. Baltatu 2008 Entropy analysis and new constructions of biometric key generation systems IEEE Transactions on Information Theory 54 5 2026 2040 10.1109/TIT.2008.920211 (Pubitemid 351689546)
10. Han, Q., Wang, Z., & Xiamu, N. (2006). A non-uniform quantizing approach to protect biometric templates. In International conference on intelligent information hiding and multimedia signal processing, IIH-MSP '06 (pp. 693-698). (Pubitemid 351337237)
11. R. Jenkins A. M. Burton 2008 100% accuracy in automatic face recognition Science 319 5862 435 10.1126/science.1149656 (Pubitemid 351160569)
12. B. Kong K. Cheung D. Zhang M. Kamel J. You 2006 An analysis of biohashing and its variants Pattern Recognition 39 7 1359 1368 10.1016/j.patcog.2005.10. 025
13. K. C. Lee J. Ho D. Kriegman 2005 Acquiring linear subspaces for face recognition under variable lighting IEEE Transactions on Pattern Analysis and Machine Intelligence 27 5 684 698 10.1109/TPAMI.2005.92 (Pubitemid 40608402)
14. D. D. Lee H. S. Seung 1999 Learning the parts of objects by non-negative matrix factorization Nature 401 788 791 10.1038/44565 (Pubitemid 29512513)
15. Linnartz, J.-P., & Tuyls, P. (2003). New shielding functions to enhance privacy and prevent misuse of biometric templates. In AVBPA (pp. 393-402).
16. A. Lumini L. Nanni 2007 An improved BioHashing for human authentication Pattern Recognition 40 3 1057 1065 10.1016/j.patcog.2006.05.030 (Pubitemid 44667748)
17. Maio, D., & Nanni, L. (2004). Multihashing, human authentication featuring biometrics data and tokenized random number: A case study. In FVC2004.
18. L. Nanni A. Lumini 2008 Local binary patterns for a hybrid fingerprint matcher Pattern Recognition 41 11 3461 3466 10.1016/j.patcog.2008.05.013
19. N. Ratha J. Connell R. Bolle 2001 Enhancing security and privacy in biometrics-based authentication systems IBM Systems Journal 40 3 614 634 10.1147/sj.403.0614 (Pubitemid 32933421)
20. B. Schneier 1999 Inside risks: the uses and abuses of biometrics Communications of the ACM 42 8 136 10.1145/310930.310988
21. T. Sim S. Baker M. Bsat 2003 The CMU pose, illumination, and expression database IEEE Transactions on Pattern Analysis and Machine Intelligence 25 12 1615 1618 10.1109/TPAMI.2003.1251154
22. A. B. J. Teoh T. Connie D. Ngo C. Ling 2006 Remarks on BioHash and its mathematical foundation Information Processing Letters 100 4 145 150 10.1016/j.ipl.2006.06.010 (Pubitemid 44262353)
23. A. B. J. Teoh A. Goh D. Ngo C. Ling 2006 Random multispace quantisation as an analytic mechanism for biohashing of biometric and random identity inputs IEEE Transactions on Pattern Analysis and Machine Intelligence 28 12 1892 1901 10.1109/TPAMI.2006.250
24. A. B. J. Teoh Y. W. Kuan S. Lee 2008 Cancellable biometrics and annotations on BioHash Pattern Recognition 41 6 2034 2044 10.1016/j.patcog.2007. 12.002
25. A. Teoh D. Ngo A. Goh 2004 Biohashing: two factor authentication featuring fingerprint data and tokenised random number Pattern Recognition 37 11 2245 2255 10.1016/j.patcog.2004.04.011 (Pubitemid 40134555)
26. Teoh, A. B. J., & Toh, K.-A. (2008). Secure biometric-key generation with biometric helper. In The 3rd IEEE conference on industrial electronics and applications (ICIEA 2008) (pp. 2145-2150).
27. M. A. Turk A. P. Pentland 1991 Eigenfaces for recognition Cognitive Neuroscience 3 1 71 86 10.1162/jocn.1991.3.1.71
28. Tuyls, P., Akkermans, A. H. M., Kevenaar, T. A. M., Schrijen, G. J., Bazen, A. M., & Veldhuis, R. N. J. (2005). Practical biometric authentication with template protection. In International conference on audio- and video-based biometric person authentication, AVBPA (Vol. 3546, pp. 436-446). (Pubitemid 41423060)
29. U. Uludag S. Pankanti S. Prabhakar A. K. Jain 2004 Biometric cryptosystems: issues and challenges Proceedings of the IEEE 92 6 948 960 10.1109/JPROC.2004.827372 (Pubitemid 40890723)
30. C. Vielhauer R. Steinmetz 2004 Handwriting: feature correlation analysis for biometric hashes EURASIP Journal on Applied Signal Processing 2004 4 542 558 10.1155/S1110865704309248 Special issue on Biometric Signal Processing
31. W. K. Yip A. B. J. Teoh D. C. L. Ngo 2007 Secure hashing of dynamic hand signatures using wavelet-Fourier compression with BioPhasor mixing and 2N discretization EURASIP Journal on Advances in Signal Processing 2007 59125 8 pages