• DocumentCode
    3389834
  • Title

    Improved JPEG Decompression of Document Images Based on Image Segmentation

  • Author

    Wong, Tak-Shing ; Bouman, Charles A. ; Pollak, Ilya

  • Author_Institution
    School of Electrical and Computer Engineering, Purdue University
  • fYear
    2007
  • fDate
    26-29 Aug. 2007
  • Firstpage
    488
  • Lastpage
    492
  • Abstract
    We propose a JPEG decompression algorithm for document images based on image segmentation. Our segmentation algorithm classifies each JPEG block of the image into one of three classes: text, background, or picture. We develop a different decoding strategy for each class and apply this strategy to every block in this class. Our experiments demonstrate that this approach can improve the quality of JPEG decompression.
  • Keywords
    Color; Decoding; Discrete cosine transforms; Entropy; Graphics; Image coding; Image segmentation; Partitioning algorithms; Quantization; Transform coding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Statistical Signal Processing, 2007. SSP '07. IEEE/SP 14th Workshop on
  • Conference_Location
    Madison, WI, USA
  • Print_ISBN
    978-1-4244-1198-6
  • Electronic_ISBN
    978-1-4244-1198-6
  • Type

    conf

  • DOI
    10.1109/SSP.2007.4301306
  • Filename
    4301306