H.264/AVC VIDEO SCRAMBLING FOR PRIVACY PROTECTION

被引:40
|
作者
Dufaux, Frederic [1 ,2 ]
Ebrahimi, Touradj [1 ,2 ]
机构
[1] Ecole Polytech Fed Lausanne, CH-1015 Lausanne, Switzerland
[2] Emitall Surveillance SA, CH-1820 Montreux, Switzerland
来源
2008 15TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-5 | 2008年
关键词
D O I
10.1109/ICIP.2008.4712098
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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 bide 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.
引用
收藏
页码:1688 / 1691
页数:4
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