Detection of double compression in MPEG-4 videos based on block artifact measurement

被引:34
作者
He, Peisong [1 ,2 ]
Jiang, Xinghao [1 ,2 ]
Sun, Tanfeng [1 ,2 ]
Wang, Shilin [1 ,2 ]
机构
[1] Shanghai Jiao Tong Univ, Sch Elect Informat & Elect Engn, Shanghai, Peoples R China
[2] Natl Engn Lab Informat Content Anal Tech, GT-036001 Shanghai, Peoples R China
基金
中国国家自然科学基金;
关键词
Video forensics; MPEG-4; Double compression; GOP estimation; Block artifact;
D O I
10.1016/j.neucom.2016.09.084
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, a novel double MPEG-4 compression detection method is proposed based on block artifact measurement. According to the properties of recompressed frames, an adaptive post-filtering technique is used to measure the strength of block artifacts in decompression domain. Then, the measurement of block artifacts is combined with the Variation of Prediction Footprint (VPF) using an adjustive parameter for each frame. This combination aims to enhance the robustness of the measurement sequence against degradations caused by lossy recompression. Finally, a temporal periodic analysis method is applied to the measurement sequence to detect double compression and estimate the size of the original Group of Pictures (GOP). The performance of the proposed method is evaluated on several public-available standard videos compared with several existing algorithms. Experimental results demonstrate the proposed method has better detection capability and estimates original GOP structures more accurately. Besides, the proposed method is more robust against different transcoding processes.
引用
收藏
页码:84 / 96
页数:13
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