Using warping for privacy protection in video surveillance

2013 18th International Conference on Digital Signal Processing, DSP 2013

Volumn , Issue , 2013, Pages

  Korshunov, Pavel ^a   Ebrahimi, Touradj ^a  

^a EPFL   (Switzerland)

Author keywords

Privacy protection; Video surveillance; Warping

Indexed keywords

DIGITAL VIDEO SURVEILLANCE; FACE DETECTION AND RECOGNITION; PRIVACY PROTECTION; VIDEO SURVEILLANCE; VIDEO SURVEILLANCE SYSTEMS; WARPING; WARPING ALGORITHMS; WARPING TECHNIQUES;

ALGORITHMS; ANIMATION; DIGITAL SIGNAL PROCESSING; MONITORING; MULTIMEDIA SYSTEMS;

SECURITY SYSTEMS;

EID: 84888878275     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDSP.2013.6622791     Document Type: Conference Paper

References (20)

1. S. Chesterman, "Privacy and surveillance in the age of terror," Survival: Global Politics and Strategy, Vol. 52, no. 5, pp. 31-46, Sep 2010.
2. B. Sheldon, "Camera surveillance within the uk: Enhancing public safety or a social threat?," International Review of Law, Computers & Technology, Vol. 25, no. 3, pp. 193-203, Oct 2011, special Issue: COUNTER-TERROR STRATEGIES, HUMAN RIGHTS AND THE ROLES OF TECHNOLOGY.
3. T. Winkler and B. Rinner, "User-centric privacy awareness in video surveillance," Multimedia Syst., Vol. 18, no. 2, pp. 99-121, 2012.
4. T. E. Boult, "PICO: Privacy through invertible cryptographic obscuration," in IEEE Workshop on Computer Vision for Interactive and Intelligent Environments, Lexington, KY, Nov 2005, pp. 27-38.
5. F. Dufaux and T. Ebrahimi, "Video surveillance using JPEG 2000," in proc. SPIE Applications of Digital Image Processing XXVII, Vol. 5588, Denver, CO, Aug 2004, pp. 268-275.
6. J. Wickramasuriya, M. Datt, S. Mehrotra, and N. Venkatasubramanian, "Privacy protecting data collection in media spaces," in Proceedings of the 12th annual ACM international conference on Multimedia. New York, NY, USA: ACM, 2004, pp. 48-55. [Online]. Available: http://doi.acm.org/10.1145/ 1027527.1027537
7. P. Viola and M. Jones, "Robust real-time face detection," in Proceedings of the ICCV 2001 Workshop on Statistical and Computation Theories of Vision, ICCV'01, Vol. 2, Vancouver, Canada, Jul. 2001, p. 747.
8. J. Schiff, M. Meingast, D. K. Mulligan, S. Sastry, and K. Goldberg, "Respectful cameras: detecting visual markers in real-time to address privacy concerns," in International Conference on Intelligent Robots and Systems (IROS 2007), Oct 2007, pp. 971-978.
9. D. Chen, Y. Chang, R. Yan, and J. Yang, Protecting privacy in video surveillance. Springer-Verlag, 2009, ch. Protecting Personal Identification in Video, pp. 115-128.
10. S.-C. S. Cheung, M. V. Venkatesh, J. K. Paruchuri, J. Zhao, and T. Nguyen, Protecting privacy in video surveillance. Springer-Verlag, 2009, ch. Protecting and Managing Privacy Information in Video Surveillance Systems, pp. 115-128.
11. I. M. Ponte, X. Desurmont, J. Meessen, and J.-F. Delaigle, "Robust human face hiding ensuring privacy," in Proc. of International Work-shop on Image Analysis for Multimedia Interactive Services (WIAMIS), Montreux, Switzerland, Apr 2005.
12. F. Dufaux and T. Ebrahimi, "Scrambling for privacy protection in video surveillance systems," IEEE Trans. on Circuits and Systems for Video Technology, Vol. 18, no. 8, pp. 1168-1174, Aug 2008.
13. - -, "H.264/AVC video scrambling for privacy protection," in Proc. IEEE International Conference on Image Processing, San Diego, CA, Oct 2008.
14. P. Carrillo, H. Kalva, and S. Magliveras, "Compression independent reversible encryption for privacy in video surveillance," EURASIP J. Inf. Secur., Vol. 2009, pp. 5:1-5:13, Jan. 2009. [Online]. Available: http://dx.doi.org/10.1155/2009/429581
15. T. Winkler and B. Rinner, "Trustcam: Security and privacy-protection for an embedded smart camera based on trusted computing," in Proceedings of Seventh IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS 2010), Aug. 29-Sep. 1 2010, pp. 593-600.
16. A. Pande, P. Mohapatra, and J. Zambreno, "Securing multimedia content using joint compression and encryption," IEEE Multimedia, Vol. PP, no. 99, p. 1, 2012.
17. S. Rahman, M. Hossain, H. Mouftah, A. El Saddik, and E. Okamoto, "Chaos-cryptography based privacy preservation technique for video surveillance," Multimedia Systems, Vol. 18, pp. 145-155, 2012, 10.1007/s00530-011-0246-9. [Online]. Available: http://dx.doi.org/10.1007/ s00530-011-0246-9
18. P. J. Grother, R. J. Micheals, and P. Phillips, "Face recognition vendor test 2002 performance metrics," in Proceedings of the 4th International Conference on Audio Visual Based Person Authentication, AVBPA'03, Guildford, UK, Jun. 2003, pp. 937-945.
19. J. Lu, K. N. Plataniotis, and A. N. Venetsanopoulos, "Regularized discriminant analysis for the small sample size problem in face recognition," Pattern Recognition Letters, Vol. 24, pp. 3079-3087, Dec. 2003.
20. P. Korshunov and W. T. Ooi, "Video quality for face detection, recognition, and tracking," ACM Trans. Multimedia Comput. Commun. Appl., Vol. 7, no. 3, pp. 14:1-14:21, Sep. 2011. [Online]. Available: http://doi.acm.org/10.1145/2000486.2000488