JOURNAL ARTICLE

Parallel implementation of fractal image compression

R.F. Uys

Year: 2002 Journal:   Proceedings of the 1998 South African Symposium on Communications and Signal Processing-COMSIG '98 (Cat. No. 98EX214) Pages: 143-148

Abstract

This paper presents an implementation of fractal image compression on a Texas Instruments TMS320C80 parallel processor chip. The work focuses on improving encoding speed. Speed gains are nearly linearly related to the number of processors used. An approach for reducing the number of calculations made, based on the variance of pixel values over sub-blocks of the image is presented. The various techniques employed allow a 512/spl times/512 pixel 256 grey-level image to be compressed in under 20 seconds, while maintaining peak signal to noise ratios of close to 30 dB. This paper also describes an extension of this work to allow colour images to be compressed.

Keywords:
Fractal compression Computer science Pixel Image compression Fractal Image (mathematics) Encoding (memory) Data compression Fractal transform Noise (video) Variance (accounting) Compression (physics) Chip Computer vision Peak signal-to-noise ratio Artificial intelligence Image processing Mathematics Telecommunications

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Topics

Mathematical Dynamics and Fractals
Physical Sciences →  Mathematics →  Mathematical Physics
Algorithms and Data Compression
Physical Sciences →  Computer Science →  Artificial Intelligence
Neural Networks and Applications
Physical Sciences →  Computer Science →  Artificial Intelligence
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