JOURNAL ARTICLE

<title>Fast fractal image compression with triangulation wavelets</title>

D. J. HebertSoundararajan Ezekiel

Year: 1998 Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Vol: 3458 Pages: 150-159   Publisher: SPIE

Abstract

We address the problem of improving the performance of wavelet based fractal image compression by applying efficient triangulation methods. We construct iterative function systems (IFS) in the tradition of Barnsley and Jacquin, using non-uniform triangular range and domain blocks instead of uniform rectangular ones. We search for matching domain blocks in the manner of Zhang and Chen, performing a fast wavelet transform on the blocks and eliminating low resolution mismatches to gain speed. We obtain further improvements by the efficiencies of binary triangulations (including the elimination of affine and symmetry calculations and reduced parameter storage), and by pruning the binary tree before construction of the IFS. Our wavelets are triangular Haar wavelets and `second generation' interpolation wavelets as suggested by Sweldens' recent work.

Keywords:
Wavelet Affine transformation Fractal compression Wavelet transform Fractal transform Interpolation (computer graphics) Fractal Algorithm Mathematics Delaunay triangulation Computer science Binary tree Artificial intelligence Image compression Image (mathematics) Mathematical analysis Geometry Image processing

Metrics

8
Cited By
0.00
FWCI (Field Weighted Citation Impact)
0
Refs
0.19
Citation Normalized Percentile
Is in top 1%
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Citation History

Topics

Mathematical Dynamics and Fractals
Physical Sciences →  Mathematics →  Mathematical Physics
Chaos-based Image/Signal Encryption
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Caveolin-1 and cellular processes
Life Sciences →  Biochemistry, Genetics and Molecular Biology →  Cell Biology

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