• 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