W3-privacy: Understanding what, when, and where inference channels in multi-camera surveillance video

Multimedia Tools and Applications

Volumn 68, Issue 1, 2014, Pages 135-158

  Saini, Mukesh ^a   Atrey, Pradeep K ^b   Mehrotra, Sharad ^c   Kankanhalli, Mohan ^a  

^a NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

^b UNIVERSITY OF WINNIPEG   (Canada)

^c UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Anonymity; Events; Modeling; Privacy; Surveillance; Video

Indexed keywords

DATA PRIVACY; DATA SHARING; MODELS; MONITORING; RISK ASSESSMENT; SPACE SURVEILLANCE; VIDEO CAMERAS;

AMOUNT OF INFORMATION; ANONYMITY; DATA-SHARING APPLICATIONS; EVENTS; MULTI-CAMERA SURVEILLANCE; SENSITIVE INFORMATIONS; SURVEILLANCE SYSTEMS; VIDEO;

SECURITY SYSTEMS;

EID: 84891869993     PISSN: 13807501     EISSN: 15737721     Source Type: Journal    
DOI: 10.1007/s11042-012-1207-9     Document Type: Article

References (36)

1. Aggarwal J, Cai Q (1997) Human motion analysis: a review. In: Proc. of IEEE nonrigid and articulated motion workshop, pp 90-102
2. Akyildiz I, Su W, Sankarasubramaniam Y, Cayirci E (2002) A survey on sensor networks. IEEE Commun Mag 40(8):102-114 (Pubitemid 34962720)
3. Atrey P, Kankanhalli M, Jain R (2006) Information assimilation framework for event detection in multimedia surveillance systems. Multimedia Syst 12(3):239-253 (Pubitemid 44876288)
4. Boyle M, Edwards C, Greenberg S (2000) The effects of filtered video on awareness and privacy. In: The ACM conference on computer supported cooperative work, pp 1-10 (Pubitemid 32400031)
5. Carrillo P, Kalva H, Magliveras S (2008) Compression independent object encryption for ensuring privacy in video surveillance. In: IEEE international conference on multimedia and expo, pp 273-276
6. Chinomi K, Nitta N, Ito Y, Babaguchi N (2008) Prisurv: privacy protected video surveillance system using adaptive visual abstraction. In: Proceedings of the international conference on advances in multimedia modeling, pp 144-154 (Pubitemid 351153140)
7. Chong C, Kumar S (2003) Sensor networks: evolution, opportunities, and challenges. Proc IEEE 91(8):1247-1256 (Pubitemid 40890834)
8. Doulamis A, van Gool L, Nixon M, Varvarigou T, Doulamis N (2008) First ACM international workshop on analysis and retrieval of events, actions and workflows in video streams. In: ACM international conference on multimedia, pp 1147-1148
9. Dwork C (2006) Differential privacy. In: International colloquium on automata, languages and programming, pp 1-12 (Pubitemid 44113232)
10. Fernández C, Baiget P, Roca FX, Gonzílez J (2011) Determining the best suited semantic events for cognitive surveillance. Expert Syst Appl 38(4):4068-4079
11. Ferrucci D (2010) Build watson: an overview of deepqa for the jeopardy! challenge. In: International conference on parallel architectures and compilation techniques, pp 1-2
12. Fidaleo D, Nguyen H, Trivedi M (2004) The networked sensor tapestry (nest): a privacy enhanced software architecture for interactive analysis of data in video-sensor networks. In: ACM iternational workshop on video surveill ance & sensor networks, pp 46-53 (Pubitemid 40372011)
13. Fung B, Wang K, Chen R, Yu P (2010) Privacy-preserving data publishing: a survey on recent developments. In: ACM computing surveys, vol 42
14. Hayes-Roth F, Waterman D, Lenat D (1984) Building expert systems. Addison-Wesley, Reading, MA
15. Koshimizu T, Toriyama T, Babaguchi N (2006) Factors on the sense of privacy in video surveillance. In: ACM workshop on continuous archival and retrival of personal experences, pp 35-44 (Pubitemid 47154843)
16. Langheinrich M (2001) Privacy by design - principles of privacy-aware ubiquitous systems. In: International conference on ubiquitous computing. Springer, pp 273-291 (Pubitemid 33347314)
17. Lu Y, Ga W, Wu F (2002) Automatic video segmentation using a novel background model. In: The IEEE international symposium on circuits and systems, pp 807-810
18. McBratney A, Whelan B, Ancev T, Bouma J (2005) Future directions of precision agriculture. Precis Agric 6(1):7-23 (Pubitemid 40374671)
19. Moncrieff S, Venkatesh S, West G (2008) Dynamic privacy assessment in a smart house environment using multimodal sensing. ACM Trans Multimed Comput Commun Appl 5(2): 1-29
20. Paruchuri JK, Cheung S, Hail MW (2009) Video data hiding for managing privacy information in surveillance systems. In: SPIE newsroom
21. Piciarelli C, Foresti G (2011) Surveillance-oriented event detection in video streams. In: IEEE intelligent systems, pp 32-41
22. Poppe R (2010) A survey on vision-based human action recognition. Image Vis Comput 28(6):976-990
23. Qureshi FZ (2009) Object-video streams for preserving privacy in video surveillance. In: International conference on advanced video and signal based surveillance, pp 442-447
24. Saini M, Atrey P, Mehrotra S, Emmanuel S, Kankanhalli M (2010) Privacy modeling in video data publication. In: IEEE international conference on multimedia and expo, pp 60-65
25. Senior A, Pankanti S, Hampapur A, Brown L, Tian YL, Ekin A, Connell J, Shu CF, Lu M (2005) Enabling video rivacy through computer vision. IEEE Secur Priv 3(3):50-57 (Pubitemid 40860473)
26. Septian H, Tao J, Tan YP (2006) People counting by video segmentation and tracking. In: International conference on control, automation, robotics and vision, pp 1-4
27. Spindler T, Wartmann C, Hovestadt L, Roth D, Van Gool L, Steffen A (2006) Privacy in video surveilled areas. In: The ACM international conference on privacy, security and trust, pp 1-10
28. Sweeney L (2002) k-anonymity: a model for protecting privacy. Int J Uncertain Fuzziness Knowl-Based Syst 10(5):557-570 (Pubitemid 35384857)
29. Thuraisingham B, Lavee G, Bertino E, Fan J, Khan L (2006) Access control, confidentiality and privacy for video surveillance databases. In: ACM symposium on access control models and technologies, pp 1-10 (Pubitemid 44300736)
30. Turaga P, Chellappa R, Subrahmanian V, Udrea O (2008) Machine recognition of human activities: a survey. IEEE Trans Circuits Syst Video Technol 18(11):1473-1488
31. Van Harmelen F, Lifschitz V, Porter B (2008) Handbook of knowledge representation. Elsevier Science Ltd
32. Westermann U, Jain R (2007) Toward a common event model for multimedia applications. IEEE Multimed 14(1):19-29 (Pubitemid 46351075)
33. Wickramasuriya J, Datt M, Mehrotra S, Venkatasubramanian N (2004) Privacy protecting data collection in media spaces. In: International conference on multimedia, pp 48-55 (Pubitemid 40211717)
34. Wiles R, Hirvonen D, Hsu S, Kumar R, Lehman W, Matei B, Zhao W (2001) Video georegistration: algorithm and quantitative evaluation. In: Proc. of IEEE international conference on computer vision, vol 2, pp 343-350 (Pubitemid 32804836)
35. Zhu Z, Oskiper T, Samarasekera S, Kumar R, Sawhney H (2007) Ten-fold improvement in visual odometry using landmark matching. In: Proc. IEEE international conference on computer vision, pp 1-8
36. Zhu Z, Oskiper T, Samarasekera S, Kumar R, Sawhney H (2008) Real-time global localization with a pre-built visual landmark database. In: Proc. of IEEE conference on computer vision and pattern recognition, pp 1-8