• DocumentCode
    1954845
  • Title

    Detection of Resampling Based on Singular Value Decomposition

  • Author

    Wang, Ran ; Ping, Xijian

  • Author_Institution
    Dept. of Inf. Sci., Zhengzhou Inf. Sci. & Technol. Inst., Zhengzhou, China
  • fYear
    2009
  • fDate
    20-23 Sept. 2009
  • Firstpage
    879
  • Lastpage
    884
  • Abstract
    Blind digital image forensics, aims at identifying the authenticity and origin of the digital images without any embedding information beforehand, has become one of the research hot spots recently. Resampling, as a kind of tampering manipulation, will change the statistical features of the images. In this paper, the specific statistical changes brought into the linear dependencies among image pixels are analyzed by singular value decomposition. A blind and efficient method capable of finding traces of resampling and interpolation based on singular value decomposition is proposed. The performance of resampling detection shown in experimental results has indicated the validity of the algorithm.
  • Keywords
    computer forensics; embedded systems; image coding; interpolation; message authentication; singular value decomposition; statistical analysis; authenticity; blind digital image forensics; digital images; embedding information; image pixels; interpolation; resampling detection; singular value decomposition; statistical features; tampering manipulation; Digital images; Forensics; Graphics; Image analysis; Information science; Interpolation; Linear algebra; Matrix decomposition; Pixel; Singular value decomposition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Graphics, 2009. ICIG '09. Fifth International Conference on
  • Conference_Location
    Xi´an, Shanxi
  • Print_ISBN
    978-1-4244-5237-8
  • Type

    conf

  • DOI
    10.1109/ICIG.2009.46
  • Filename
    5437877