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Region-of-interest scrambling for scalable surveillance video using JPEG XR

Published: 19 October 2009 Publication History

Abstract

Present-day video surveillance systems are often required not to intrude upon the privacy of the general public. In this paper, we discuss a privacy-protected video surveillance system that makes use of the JPEG XR standard. This standard offers a low-complexity solution for the scalable coding of high-resolution images. To address privacy concerns, face regions are detected and subsequently scrambled in the transform domain, taking into account the spatial and quality scalability features of JPEG XR. A number of experiments were conducted in order to investigate the efficiency of our video surveillance system, considering bit stream overhead and security aspects.

References

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The Guardian, "Ahead of G20 summit, council told to switch off illegal £15m CCTV network," Available on: http://www.guardian.co.uk/uk/2009/mar/30/cctv-london-government-transport-g20.
[2]
Srinivasan, S., Tu, C., Zhou, Z., Ray, D., Regunathan, S., and Sullivan, G. J. An Introduction to the HD Photo Technical Design. JPEG document WG1 N4183.
[3]
Srinivasan, S., Tu, C., Regunathan, S. L., and Sullivan, G. J. HD Photo: A new image coding technology for digital photography. Proc. of SPIE, vol. 6696, pp. 66960A, August 2007.
[4]
Tran, T. D., Liu, L., and Topiwala, P. Performance comparison of leading image codecs: H.264/AVC Intra, JPEG2000, and Microsoft HD Photo. Proc. of SPIE, Vol. 6696, pp. 66960B, October 2007.
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Perra, C. and Giusto, D. An image browsing application based on JPEG XR. International Workshop on Content--Based Multimedia Indexing (CBMI). pp. 396--401, June 2008.
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Won, Y. G., Bae, T. M., and Ro, Y. M. Scalable protection and access control in full scalable video coding. Lecture Notes in Computer Science (LNCS), 4283, pp. 407--421, November 2006.
[7]
Zeng, W. and Lei, S. Efficient frequency domain video scrambling for content access control. ACM Multimedia, pp. 285--294, 1999.
[8]
HD Photo Device Porting Kit 1.0, Available on: http://www.microsoft.com/whdc/xps/hdphotodpk.mspx.
[9]
Surveillance Performance EValuation Initiative (SPEVI) Datasets. Available on: http://www.elec.qmul.ac.uk/staffinfo/andrea/spevi.html.

Cited By

View all
  • (2016)Towards a conceptual framework for privacy protection in the use of interactive 360° video surveillance2016 22nd International Conference on Virtual System & Multimedia (VSMM)10.1109/VSMM.2016.7863179(1-10)Online publication date: Oct-2016
  • (2015)Drift-free video coding for privacy protected video scrambling2015 10th International Conference on Information, Communications and Signal Processing (ICICS)10.1109/ICICS.2015.7459830(1-5)Online publication date: Dec-2015
  • (2015)A context-aware mobile web middleware for service of surveillance video with privacyMultimedia Tools and Applications10.1007/s11042-014-2036-974:18(8025-8051)Online publication date: 1-Sep-2015
  • Show More Cited By

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  1. Region-of-interest scrambling for scalable surveillance video using JPEG XR

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    cover image ACM Conferences
    MM '09: Proceedings of the 17th ACM international conference on Multimedia
    October 2009
    1202 pages
    ISBN:9781605586083
    DOI:10.1145/1631272
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    Publication History

    Published: 19 October 2009

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    Author Tags

    1. JPEG XR
    2. image coding
    3. scrambling
    4. video surveillance

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    MM09
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    MM09: ACM Multimedia Conference
    October 19 - 24, 2009
    Beijing, China

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    Overall Acceptance Rate 2,145 of 8,556 submissions, 25%

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    Cited By

    View all
    • (2016)Towards a conceptual framework for privacy protection in the use of interactive 360° video surveillance2016 22nd International Conference on Virtual System & Multimedia (VSMM)10.1109/VSMM.2016.7863179(1-10)Online publication date: Oct-2016
    • (2015)Drift-free video coding for privacy protected video scrambling2015 10th International Conference on Information, Communications and Signal Processing (ICICS)10.1109/ICICS.2015.7459830(1-5)Online publication date: Dec-2015
    • (2015)A context-aware mobile web middleware for service of surveillance video with privacyMultimedia Tools and Applications10.1007/s11042-014-2036-974:18(8025-8051)Online publication date: 1-Sep-2015
    • (2014)Efficient block-based transparent encryption for H.264/SVC bitstreamsMultimedia Systems10.1007/s00530-013-0326-020:2(165-178)Online publication date: 1-Mar-2014
    • (2014)Visual Security Evaluation Based on SIFT Object RecognitionProgress in Pattern Recognition, Image Analysis, Computer Vision, and Applications10.1007/978-3-662-44654-6_62(624-633)Online publication date: 2014
    • (2012)No tradeoff between confidentiality and performanceProceedings of the 13th IFIP TC 6/TC 11 international conference on Communications and Multimedia Security10.1007/978-3-642-32805-3_6(72-86)Online publication date: 3-Sep-2012
    • (2011)Privacy Protection in Video Surveillance SystemsIEEE Transactions on Circuits and Systems for Video Technology10.1109/TCSVT.2011.210625021:2(170-177)Online publication date: 1-Feb-2011
    • (2011)Contribution of non-scrambled chroma information in privacy-protected face images to privacy leakageProceedings of the 10th international conference on Digital-Forensics and Watermarking10.1007/978-3-642-32205-1_36(453-467)Online publication date: 23-Oct-2011
    • (2010)Visual security evaluation for video encryptionProceedings of the 18th ACM international conference on Multimedia10.1145/1873951.1874091(835-838)Online publication date: 25-Oct-2010
    • (2010)Security for Video Surveillance with Privacy2010 International Conference on Internet Technology and Applications10.1109/ITAPP.2010.5566222(1-4)Online publication date: Aug-2010

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