Person de-identification in videos

IEEE Transactions on Circuits and Systems for Video Technology

Volumn 21, Issue 3, 2011, Pages 299-310

  Agrawal, Prachi ^a   Narayanan, P J ^a  

^a INTERNATIONAL INSTITUTE OF INFORMATION TECHNOLOGY   (India)

Author keywords

Biometrics; blurring; de identification; identification of persons; video surveillance

Indexed keywords

ALGORITHMIC IDENTIFICATION; AUTOMATED METHODS; BLURRING; DE-IDENTIFICATION; IDENTIFICATION OF PERSONS; PUBLIC SPACE; VIDEO DATA; VIDEO SURVEILLANCE; WEB TECHNOLOGIES;

BIOMETRICS; CAMERAS;

SECURITY SYSTEMS;

EID: 79953050866     PISSN: 10518215     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCSVT.2011.2105551     Document Type: Article

References (36)

1. N. Kumar, A. C. Berg, P. N. Belhumeur, and S. K. Nayar, "Attribute and simile classifiers for face verification," in Proc. IEEE ICCV, Sep. 2009, pp. 365-372.
2. P. Agrawal and P. J. Narayanan, "Person de-identification in videos," in Proc. ACCV, 2009, pp. 266-276.
3. R. T. Collins, R. Gross, and J. Shi, "Silhouette-based human identification from body shape and gait," in Proc. IEEE Conf. Face Gesture Recognit., May 2002, pp. 351-356.
4. J.-H. Yoo, D. Hwang, and M. S. Nixon, "Gender classification in human gait using support vector machine," in Proc. ACIVS, 2005, pp. 138-145.
5. A. W. Senior, "Privacy enablement in a surveillance system," in Proc. ICIP, 2008, pp. 1680-1683.
6. X. Yu, K. Chinomi, T. Koshimizu, N. Nitta, Y. Ito, and N. Babaguchi, "Privacy protecting visual processing for secure video surveillance," in Proc. ICIP, 2008, pp. 1672-1675.
7. E. Newton, L. Sweeney, and B. Malin, "Preserving privacy by de-identifying facial images," IEEE Trans. Knowl. Data Eng., vol. 17, no. 2, pp. 232-243, Feb. 2005. (Pubitemid 40320181)
8. R. Gross, E. Airoldi, B. Malin, and L. Sweeney, "Integrating utility into face de-identification," in Proc. Workshop Privacy Enhancing Technol., 2005, pp. 227-242. (Pubitemid 44071843)
9. R. Gross, L. Sweeney, F. De la Torre, and S. Baker, "Semi-supervised learning of multi-factor models for face de-identification," in Proc. IEEE Conf. CVPR, Jun. 2008, pp. 1-8.
10. P. Phillips, "Privacy operating characteristic for privacy protection in surveillance applications," in Proc. AVBPA, 2005, p. 869.
11. A. Frome, G. Cheung, A. Abdulkader, M. Zennaro, B. Wu, A. Bissacco, H. Adam, H. Neven, and L. Vincent, "Large-scale privacy protection in Google Street View," in Proc. IEEE ICCV, Sep.-Oct. 2009, pp. 2373-2380.
12. A. Agarwala, M. Dontcheva, M. Agrawala, S. M. Drucker, A. Colburn, B. Curless, D. Salesin, and M. F. Cohen, "Interactive digital photomontage," ACM Trans. Graph., vol. 23, no. 3, pp. 294-302, 2004.
13. V. Blanz, K. Scherbaum, T. Vetter, and H.-P. Seidel, "Exchanging faces in images," Comput. Graph. Forum, vol. 23, no. 3, pp. 669-676, 2004.
14. D. Bitouk, N. Kumar, S. Dhillon, P. Belhumeur, and S. K. Nayar, "Face swapping: Automatically replacing faces in photographs," ACM Trans. Graph., vol. 27, no. 3, pp. 1-8, 2008.
15. D. Chen, Y. Chang, R. Yan, and J. Yang, "Tools for protecting the privacy of specific individuals in video," EURASIP J. Adv. Signal Process., vol. 2007, no. 1, p. 107, 2007.
16. S. Park and M. Trivedi, "A track-based human movement analysis and privacy protection system adaptive to environmental contexts," in Proc. AVSBS, 2005, pp. 171-176.
17. W. Zhang, S. C. S. Cheung, and M. Chen, "Hiding privacy information in video surveillance system," in Proc. ICIP, vol. 3. 2005, pp. 868-871. (Pubitemid 44479618)
18. S. C. S. Cheung, J. K. Paruchuri, and T. P. Nguyen, "Managing privacy data in pervasive camera networks," in Proc. ICIP, 2008, pp. 1676-1679.
19. C. Neustaedter, S. Greenberg, and M. Boyle, "Blur filtration fails to preserve privacy for home-based video conferencing," ACM Trans. Comput.-Hum. Interact., vol. 13, no. 1, pp. 1-36, 2006. (Pubitemid 44076462)
20. M. Boyle, C. Edwards, and S. Greenberg, "The effects of filtered video on awareness and privacy," in Proc. CSCW, 2000, pp. 1-10. (Pubitemid 32400031)
21. R. Want, A. Hopper, V. Falcao, and J. Gibbons, "The active badge location system," ACM Trans. Inf. Syst., vol. 10, no. 1, pp. 91-102, 1992.
22. X. Ren, A. C. Berg, and J. Malik, "Recovering human body configurations using pairwise constraints between parts," in Proc. ICCV, 2005, pp. 824-831. (Pubitemid 44055040)
23. G. Mori and J. Malik, "Recovering 3-D human body configurations using shape contexts," IEEE Trans. Pattern Anal. Mach. Intell., vol. 28, no. 7, pp. 1052-1062, Jul. 2006.
24. N. Dalal and B. Triggs, "Histograms of oriented gradients for human detection," in Proc. CVPR, vol. 1. 2005, pp. 886-893. (Pubitemid 43897286)
25. C. Rother, V. Kolmogorov, and A. Blake, "Grabcut: Interactive foreground extraction using iterated graph cuts," ACM Trans. Graph., vol. 23, no. 3, pp. 309-314, 2004.
26. A. Adam, E. Rivlin, and I. Shimshoni, "Robust fragments-based tracking using the integral histogram," in Proc. CVPR, vol. 1. 2006, pp. 798-805. (Pubitemid 44931406)
27. Y. Boykov and M.-P. Jolly, "Interactive graph cuts for optimal boundary and region segmentation of objects in n-d images," in Proc. ICCV, 2001, pp. 105-112. (Pubitemid 32794944)
28. V. Kolmogorov and R. Zabih, "What energy functions can be minimized via graph cuts," IEEE Trans. Pattern Anal. Mach. Intell., vol. 26, no. 2, pp. 147-159, Feb. 2004.
29. P. Tu, T. Sebastian, G. Doretto, N. Krahnstoever, J. Rittscher, and T. Yu, "Unified crowd segmentation," in Proc. ECCV, vol. 4. 2008, pp. 691-704.
30. L. Bourdev and J. Malik, "Poselets: Body part detectors trained using 3-D human pose annotations," in Proc. ICCV, 2009, pp. 1365-1372.
31. D. Comaniciu, V. Ramesh, and P. Meer, "Real-time tracking of non-rigid objects using mean shift," in Proc. CVPR, 2000, pp. 2142-2149.
32. Z. Zivkovic and B. J. A. Kröse, "An em-like algorithm for color-histogram-based object tracking," in Proc. CVPR, vol. 1. 2004, pp. 798-803.
33. Y. Li, J. Sun, and H.-Y. Shum, "Video object cut and paste," ACM Trans. Graph., vol. 24, no. 3, pp. 595-600, 2005.
34. Y.-Y. Chuang, B. Curless, D. Salesin, and R. Szeliski, "A Bayesian approach to digital matting," in Proc. CVPR, vol. 2. 2001, pp. 264-271.
35. B. Cabral and L. C. Leedom, "Imaging vector fields using line integral convolution," in Proc. 20th Conf. SIGGRAPH, 1993, pp. 263-270.
36. P. A. Viola and M. J. Jones, "Rapid object detection using a boosted cascade of simple features," in Proc. CVPR, vol. 1. 2001, pp. 511-518.