JOURNAL ARTICLE

<title>Adaptive wavelet image block coding</title>

Andreas Uhl

Year: 1996 Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Vol: 2762 Pages: 127-135   Publisher: SPIE

Abstract

In this paper a new approach for adaptive wavelet image coding is introduced. Based on an adaptive quadtree image-block partition (similar to fractal coding) the different image blocks may be compressed independently in an adaptive manner. In order to adapt to local image statistics and features we present several possibilities of how to optimize the transform part of a wavelet image block-coder. Additionally we present a parallel algorithm suitable for MIMD architectures for efficient implementation of the proposed method. Finally experimental results concerning coding efficiency and execution time on a cluster of workstations are described.

Keywords:
Quadtree Computer science Wavelet Wavelet transform MIMD Coding (social sciences) Artificial intelligence Set partitioning in hierarchical trees Discrete wavelet transform Algorithm Computer vision Mathematics Parallel computing

Metrics

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Cited By
0.48
FWCI (Field Weighted Citation Impact)
0
Refs
0.66
Citation Normalized Percentile
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Topics

Image and Signal Denoising Methods
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Advanced Data Compression Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

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