Wavelet-based embedded zerotree extension to color coding

被引:0
作者
Franques, VT [1 ]
机构
[1] USAF, Res Lab, Munit Directorate, Eglin AFB, FL 32542 USA
来源
WAVELET APPLICATIONS V | 1998年 / 3391卷
关键词
embedded zerotree coding; multi-resolution coding; color coding; image compression; wavelets;
D O I
10.1117/12.304870
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Recently, a new image compression algorithm was developed which employs wavelet transform and a simple binary linear quantization scheme with an embedded coding technique to perform data compaction. This new family of coder, Embedded Zerotree Wavelet (EZW), provides a better compression performance than the current JPEG coding standard for low bit rates. Since The Embedded Zerotree Wavelet coding algorithm emerged, all of the published coding results related to this coding technique are on monochrome images. In this paper the author has enhanced the original coding algorithm to yield a better compression ratio [2], and has extended the wavelet-based zerotree coding to color images. Color imagery is often represented by several components, such as RGB, in which each component is generally processed separately. With color coding, each component could be compressed individually in the same manner as a monochrome image, therefore requiring a threefold increase in processing rime. Most image coding standards employ de-correlated components, such as YlQ or Y, C-B, C-R, and subsampling of the 'chroma' components, such coding technique is employed here. Results of the coding, including reconstructed images and coding performance, will be presented.
引用
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页码:26 / 36
页数:11
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