• DocumentCode
    1349229
  • Title

    Region-based fractal image compression

  • Author

    Hartenstein, Hannes ; Ruhl, Matthias ; Saupe, Dietmar

  • Author_Institution
    Comput. & Commun. Res. Labs., NEC Eur. Ltd., Heidelberg, Germany
  • Volume
    9
  • Issue
    7
  • fYear
    2000
  • fDate
    7/1/2000 12:00:00 AM
  • Firstpage
    1171
  • Lastpage
    1184
  • Abstract
    A fractal coder partitions an image into blocks that are coded via self-references to other parts of the image itself. We present a fractal coder that derives highly image-adaptive partitions and corresponding fractal codes in a time-efficient manner using a region-merging approach. The proposed merging strategy leads to improved rate-distortion performance compared to previously reported pure fractal coders, and it is faster than other state-of-the-art fractal coding methods
  • Keywords
    adaptive signal processing; data compression; fractals; image coding; image segmentation; optimisation; rate distortion theory; experimental results; fractal coder; fractal codes; fractal coding methods; fractal image representation; image-adaptive partitions; probabilistic region merging; rate-distortion optimization; rate-distortion performance; region-based fractal image compression; region-merging approach; self-references; Associate members; Brightness; Fractals; Image coding; Image representation; Image resolution; Image segmentation; Merging; NP-hard problem; Rate-distortion;
  • fLanguage
    English
  • Journal_Title
    Image Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7149
  • Type

    jour

  • DOI
    10.1109/83.847831
  • Filename
    847831