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一种改进的嵌入零树小波编码算法RA-EZW
Study of RA-EZW-based image coding algorithm
【摘要】 针对嵌入零树小波编码算法(EZW)中不同阈值下相同系数被多次扫描编码的不足,通过对小波变换后系数幅值的变换调整,减少孤立零点,增加零树的数量,从而提高编码效率.实验结果表明:基于幅值变换的嵌入零树小波编码算法在信噪比、编/解码时间、图像恢复质量等方面都高于EZW算法,在恢复质量方面,比特率较低时效果尤为明显.
【Abstract】 RA-EZW(embedded zerotree wavelet based range-adjusting) was presented on the basis of EZW′s deficiency.The method decreased the coding numbers of the same coefficient under the different threshold by range-adjusting to improve the coding efficiency.In comparison with the previous EZW algorithm,the experiment results showed that the new scheme performed better in compression ratio,image quality,coding speed and coding efficiency,especially in the condition of low bit-ratio.
【关键词】 嵌入零树小波编码;
幅值调整;
基于幅值调整的嵌入零树小波编码;
【Key words】 embedded zerotree wavelet(EZW); range-adjusting; embedded zerotree wavelet based range-adjusting(RA-EZW);
【Key words】 embedded zerotree wavelet(EZW); range-adjusting; embedded zerotree wavelet based range-adjusting(RA-EZW);
【基金】 中国教育科研网格计划ChinaGrid资助项目(CG2003-GA001)
- 【文献出处】 华中科技大学学报(自然科学版) ,Journal of Huazhong University of Science and Technology(Nature Science Edition) , 编辑部邮箱 ,2006年01期
- 【分类号】TP391.41
- 【被引频次】2
- 【下载频次】180