Title :
Region-based fractal image compression
Author :
Hartenstein, Hannes ; Ruhl, Matthias ; Saupe, Dietmar
Author_Institution :
Comput. & Commun. Res. Labs., NEC Eur. Ltd., Heidelberg, Germany
fDate :
7/1/2000 12:00:00 AM
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;
Journal_Title :
Image Processing, IEEE Transactions on