Face recognition with biometric encryption for privacy-enhancing self-exclusion

DSP 2009: 16th International Conference on Digital Signal Processing, Proceedings

Volumn , Issue , 2009, Pages

  Lu, Haiping ^a   Martin, Karl ^a   Bui, Francis ^a   Plataniotis, K N ^a   Hatzinakos, Dimitris ^a  

^a UNIVERSITY OF TORONTO   (Canada)

Author keywords

Biometric encryption; Face recognition; Privacy; Security; Watch list

Indexed keywords

BIOMETRIC ENCRYPTION; COMBINED SYSTEM; DATA SYSTEMS; E-PASSPORT; FACE DATABASE; FALSE ACCEPTANCE RATE; FALSE REJECTION RATE; KEY BINDING; PRIVACY; PRIVACY CONCERNS; SECURITY; WATCH LIST;

ACCESS CONTROL; BIOMETRICS; CRYPTOGRAPHY; DIGITAL SIGNAL PROCESSING; DIGITAL SIGNAL PROCESSORS; NETWORK SECURITY; SIGNAL PROCESSING;

FACE RECOGNITION;

EID: 70449553184     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDSP.2009.5201257     Document Type: Conference Paper

References (22)

1. H. Lu, J. Wang, and K. N. Plataniotis, "A review on face and gait recognition: System, data and algorithms," in Advanced Signal Processing: Theory and Implementation for Sonar, Radar, and Non-Invasive Medical Diagnostic Systems, S. Stergiopoulos, Ed., pp. 303-330. CRC Press, Boca Raton, Florida, second edition, 2009, ISBN: 978-1-4200-6238-0.
2. R. Hietmeyer, "Biometric identification promises fast and secure processing of airline passengers," The International Civil Aviation Organization Journal, vol. 55, no. 9, pp. 10-11, 2000.
3. Stan Z. Li and Anil K. Jain, "Introduction," in Handbook of Face Recognition, Stan Z. Li and Anil K. Jain, Eds. 2004, pp. 1-11, Springer-Verlag.
4. T. A. M. Kevenaar, G. J. Schrijen, M. v. d. Veen, A. H. M. Akkermans, and F. Zuo, "Face recognition with renewable and privacy preserving binary templates," in Proc. IEEE Workshop on Automatic Identification Advanced Technologies, October 2005, pp. 21- 26.
5. A. Cavoukian and A. Stoianov, "Biometric encryption," Biometric Technology Today, vol. 15, no. 3, pp. 11, Mar. 2007.
6. Y. Wang and K. N. Plataniotis, "Fuzzy vault for face based cryptographic key generation," in Proc. Biometrics Symposium 2007, September 2007.
7. C. Chen, R. N. J. Veldhuis, T. A. M. Kevenaar, and A. H. M. Akkermans, "Multi-bits biometric string generation based on the likelihood ratio," in Proc. IEEE Int. COnf. on Biometrics: Theory, Applications, and Systems, September 2007, pp. 1-6.
8. Karl Martin, Haiping Lu, F. Bui, K. N. Plataniotis, and Dimitris Hatzinakos, "A biometric encryption system for the self-exclusion scenario of face recognition," IEEE Systems Journal, 2009, under review.
9. J. P. Linnartz and P. Tuyls, "New shielding functions to enhance privacy and prevent misuse of biometric templates," in Proc. Int. COnf. on Audio and Video Based Biometric Person Authentication, June 2003.
10. I. Buhan, J. Doumen, P. Hartel, and R. Veldhuis, "Constructing practical fuzzy extractors using qim," Tech. Rep. TR-CTIT-07-52, Centre for Telematics and Information Technology, University of Twente, Enschede,2007.
11. P. Grother, R. J. Micheals, and P. J. Phillips, "Face recognition vendor test 2002 performance metrics," in Proc. Int. COnf. on Audio and Video Based Biometric Person Authentication, June 2003.
12. M. Turk and A. Pentland, "Eigenfaces for recognition," Journal of Cognitive Neurosicence, vol. 3, no. 1, pp. 71- 86, 1991.
13. I. T. Jolliffe, Principal Component Analysis, Springer Serires in Statistics, second edition, 2002.
14. H. Lu, K. N. Plataniotis, and A. N. Venetsanopoulos, "Uncorrelated multilinear discriminant analysis with regularization and aggregation for tensor object recognition," IEEE Transactions on Neural Networks, vol. 20, no. 1, pp. 103-123, Jan. 2009.
15. J. Lu, K. N. Plataniotis, A. N. Venetsanopoulos, and S. Z. Li, "Ensemble-based discriminant learning with boosting for face recognition," IEEE Transactions on Neural Networks, vol. 17, no. 1, pp. 166-178, Jan. 2006.
16. H. Lu, K. N. Plataniotis, and A. N. Venetsanopoulos, "A taxonomy of emerging multilinear discriminant analysis solutions for biometric signal recognition," in Biometrics: Theory, Methods, and Applications, N. V. Boulgouris, K.N. Plataniotis, and E. Micheli-Tzanakou, Eds. Wiley/IEEE, 2009, to appear.
17. J. Daemen and V. Rijmen, "Aes proposal: Rijndael," 1999.
18. A. J. Menezes, P. C. V. Oorschot, and S. A. Vanstone, Handbook of Applied Cryptography, CRC Press, 1997.
19. R. Morelos-Zaragoza, The Art of Error Correcting Coding, Wiley, 2006.
20. S. Lin and D. Costello, Error Control Coding, Prentice- Hall, second edition, 2004.
21. William Press and Saul Teukolsky, Numerical Recipes in C, Cambridge University Press, second edition, 1992.
22. T. Sim, S. Baker, and M. Bsat, "The CMU pose, illumination, and expression database," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 25, no. 12, pp. 1615-1618, Dec. 2003.