• DocumentCode
    3200613
  • Title

    Demystifying histograms of multi-quantised DCT coefficients

  • Author

    Gloe, Thomas

  • Author_Institution
    Inst. of Syst. Archit., Tech. Univ. Dresden, Dresden, Germany
  • fYear
    2011
  • fDate
    11-15 July 2011
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    JPEG compression artefacts are among the most prominent features in the forensic analysis of digital images. Here, we focus on the spectral analysis of histograms of single- and multi-quantised DCT coefficients. We present a model of the frequency response of finite-support histograms, which explains position and magnitude of characteristic quantisation peaks with reasonable precision and gives valuable insights into the formation of quantisation artefacts in general. We derive a set of practical rules for the efficient analysis of single- and multi-compressed images and discuss applications in the estimation of quantisation tables.
  • Keywords
    computer forensics; data compression; discrete cosine transforms; frequency response; image coding; spectral analysis; JPEG compression artefacts; characteristic quantisation peaks; discrete cosine transform; finite-support histograms; forensic analysis; frequency response model; histogram demystification; multiquantised DCT coefficients; quantisation table estimation; spectral analysis; Discrete cosine transforms; Estimation; Frequency domain analysis; Histograms; Image coding; Quantization; Transform coding; JPEG compression; JPEG quantisation table; digital image forensics; multi-quantisation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia and Expo (ICME), 2011 IEEE International Conference on
  • Conference_Location
    Barcelona
  • ISSN
    1945-7871
  • Print_ISBN
    978-1-61284-348-3
  • Electronic_ISBN
    1945-7871
  • Type

    conf

  • DOI
    10.1109/ICME.2011.6012205
  • Filename
    6012205