• DocumentCode
    2312317
  • Title

    JPEG compression history estimation for color images

  • Author

    Neelamani, Ramesh ; de Queiroz, Ricardo ; Fan, Zhigang ; Baraniuk, Richard

  • Author_Institution
    Dept. of ECE, Rice Univ., Houston, TX, USA
  • Volume
    3
  • fYear
    2003
  • fDate
    14-17 Sept. 2003
  • Abstract
    We routinely encounter digital color images that were previously JPEG-compressed. We aim to retrieve the various settings - termed JPEG compression history (CH) - employed during previous JPEG operations. This information is often discarded en-route to the image´s current representation. The discrete cosine transform coefficient histograms of previously JPEG-compressed images exhibit near-periodic behavior due to quantization. We propose a statistical approach to exploit this structure and thereby estimate the image´s CH. Using simulations, we first demonstrate the accuracy of our estimation. Further, we show that JPEG recompression performed by exploiting the estimated CH strikes an excellent file-size versus distortion tradeoff.
  • Keywords
    data compression; discrete cosine transforms; image coding; image colour analysis; image representation; parameter estimation; quantisation (signal); JPEG compression history estimation; JPEG recompression; digital color images; discrete cosine transform coefficient histograms; distortion tradeoff; file-size; near-periodic behavior; quantization; Color; Discrete cosine transforms; Feeds; Gray-scale; Histograms; History; Image coding; Printing; Quantization; Transform coding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on
  • ISSN
    1522-4880
  • Print_ISBN
    0-7803-7750-8
  • Type

    conf

  • DOI
    10.1109/ICIP.2003.1247227
  • Filename
    1247227