DocumentCode
84110
Title
Detection of Double Compression in MPEG-4 Videos Based on Markov Statistics
Author
Xinghao Jiang ; Wan Wang ; Tanfeng Sun ; Shi, Y.Q. ; Shilin Wang
Author_Institution
Sch. of Electron. Inf. & Electr. Eng., Shanghai Jiao Tong Univ., Shanghai, China
Volume
20
Issue
5
fYear
2013
fDate
May-13
Firstpage
447
Lastpage
450
Abstract
With the spread of powerful and easy-to-use video editing software, digital videos are exposed to various forms of tampering. Nowadays, a considerable proportion of surveillance systems and video cameras have built-in MPEG-4 codec. Therefore, the detection of double compression in MPEG-4 videos as a first step in video forensics research is of significance. In this paper, Markov based features are adopted to detect double compression artifacts, which imply that the original video may have been interpolated. The advantages and limitations of double MPEG-4 compression detection are analyzed. Experimental results have demonstrated that our scheme outperforms most existing methods.
Keywords
Markov processes; data compression; video codecs; video coding; video surveillance; MPEG-4 video codec; Markov statistics; digital video; double compression detection; surveillance system; video camera; video editing software; Discrete cosine transforms; Feature extraction; Image coding; Markov processes; Quantization; Transform coding; Videos; Digital forensics; MPEG-4; Markov statistics; double compression;
fLanguage
English
Journal_Title
Signal Processing Letters, IEEE
Publisher
ieee
ISSN
1070-9908
Type
jour
DOI
10.1109/LSP.2013.2251632
Filename
6475970
Link To Document