JOURNAL ARTICLE

Tree-pruning listless zerotree coding

Abstract

Previously we have proposed a simple zerotree coding algorithm called Listless Zerotree Coding (LZC) that has a significantly lower coding memory requirement than SPIHT. However, LZC performs the SPIHT-like recursive tree search that produces reconstructed images of uneven visual quality at low bit-rates. Therefore, in this paper we propose a new LZC algorithm called Tree-Pruning Listless Zerotree Coding (TPLZC) that performs a raster tree search for a better reconstructed image quality. Nevertheless, the zerotree relation is no longer embedded in the raster tree search, so additional buffer memory will be required to store the matrix-wide zerotree relations. TPLZC utilizes a simple tree-pruning method and a flag bit-map to construct and store the entire zerotree structure. As a result, TPLZC exhibits not only a low coding memory requirement but also a low coding complexity.

Keywords:
Set partitioning in hierarchical trees Computer science Coding (social sciences) Raster graphics Artificial intelligence Pattern recognition (psychology) Algorithm Mathematics Image compression Image processing Image (mathematics)

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Citation History

Topics

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

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