H.264/AVC video scrambling for privacy protection

In this paper, we address the problem of privacy in video surveillance systems. More specifically, we consider the case of H.264/AVC which is the state-of-the-art in video coding. We assume that regions of interest (ROI), containing privacy-sensitive information, have been identified. The content of these regions are then concealed using scrambling. More specifically, we introduce two region-based scrambling techniques. The first one pseudo-randomly flips the sign of transform coefficients during encoding. The second one is performing a pseudo-random permutation of transform coefficients in a block. The flexible macroblock ordering (FMO) mechanism of H.264/AVC is exploited to discriminate between the ROI which are scrambled and the background which remains clear. Experimental results show that both techniques are able to effectively hide private information in ROI, while the scene remains comprehensible. Furthermore, the loss in coding efficiency stays small, whereas the required additional computational complexity is negligible.

[1]  Sharath Pankanti,et al.  Enabling video privacy through computer vision , 2005, IEEE Security & Privacy Magazine.

[2]  Mohan Trivedi,et al.  The networked sensor tapestry (NeST): a privacy enhanced software architecture for interactive analysis of data in video-sensor networks , 2004, VSSN '04.

[3]  Bradley Malin,et al.  Preserving privacy by de-identifying face images , 2005, IEEE Transactions on Knowledge and Data Engineering.

[4]  L. Sweeney,et al.  Preserving Privacy by De-identifying Facial Images , 2003 .

[5]  Jeho Nam,et al.  Low complexity controllable scrambler/descrambler for H.264/AVC in compressed domain , 2006, MM '06.

[6]  Jidong Wang,et al.  A partial scramble scheme for H.264 video , 2007, 2007 7th International Conference on ASIC.

[7]  Sharath Pankanti,et al.  Blinkering Surveillance: Enabling Video Privacy through Computer Vision , 2004 .

[8]  Frederic Dufaux,et al.  Recent advances in MPEG-7 cameras , 2006, SPIE Optics + Photonics.

[9]  Gary J. Sullivan,et al.  Rate-constrained coder control and comparison of video coding standards , 2003, IEEE Trans. Circuits Syst. Video Technol..

[10]  Ajay Luthra,et al.  Overview of the H.264/AVC video coding standard , 2003, IEEE Trans. Circuits Syst. Video Technol..

[11]  Frederic Dufaux,et al.  Video surveillance using JPEG 2000 , 2004, SPIE Optics + Photonics.

[12]  Touradj Ebrahimi,et al.  Scrambling for Video Surveillance with Privacy , 2006, 2006 Conference on Computer Vision and Pattern Recognition Workshop (CVPRW'06).

[13]  T.E. Boult,et al.  PICO: Privacy through Invertible Cryptographic Obscuration , 2005, Computer Vision for Interactive and Intelligent Environment (CVIIE'05).

[14]  Byeungwoo Jeon,et al.  Digital Video Scrambling Method Using Intra Prediction Mode , 2004, PCM.