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软件学报  2003 

A Fast Image Coding Algorithm Based on Human Visual System
基于人眼视觉特性的快速图像编码算法

Keywords: image coding,SPIHT(set partitioning in hierarchical trees),fast lifted wavelet transform,zerotree,human visual system
图像编码
,SPIHT(set,partitioning,in,hierarchical,trees),提升小波变换,零树,人眼视觉特性

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Abstract:

An image coding algorithm ESPIHT (extended set partitioning in hierarchical trees) based on fast lifted wavelet transform and human visual system is proposed in this paper. It can be regarded as an improved version of the SPIHT algorithm. However, unlike SPIHT, the fast lifted wavelet transform (FLWT) is used, the extended zerotree structure is redefined, and the human visual system (HVS) is taken into account sufficiently in the compression algorithm. The experimental results show that the new image compression scheme performs better than that of SPIHT in the aspects of recovery image quality and coding/decoding time.

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