JOURNAL ARTICLE

<title>Fast and efficient fractal image compression algorithm</title>

Yigang WangQunsheng PengJin Yiwen

Year: 1998 Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Vol: 3545 Pages: 457-460   Publisher: SPIE

Abstract

Since the encoding time for fractal encoding method is high and of importance, how to speed up the encoding is a key issue. In this paper, we propose a fast and efficient fractal coding algorithm, which is based on merged quadtree partitioning scheme. In this algorithm, the searching procedure in the finer level sufficiently uses the computing result of the coarser one. For the searches in finer levels, most of computation has been completed by searches in the coarser level, so the total search time reduces greatly. Besides, we use simple merged quadtree to reduce the number of transformation needed by encoding the whole image, so at the same PSNR, we also gain an increase of the compression ratio.

Keywords:
Quadtree Fractal compression Computer science Encoding (memory) Compression ratio Data compression Computation Algorithm Fractal Image compression Coding (social sciences) Fractal transform Key (lock) Speedup Transformation (genetics) Compression (physics) Image (mathematics) Artificial intelligence Image processing Mathematics Parallel computing

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Topics

Mathematical Dynamics and Fractals
Physical Sciences →  Mathematics →  Mathematical Physics
Algorithms and Data Compression
Physical Sciences →  Computer Science →  Artificial Intelligence
Image Retrieval and Classification Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

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