基于可逆元胞自动机变换和算术编码的二值图像可伸缩编码器

S. Milani, Carlos Cruz-Reyes, J. Kari, G. Calvagno
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引用次数: 4

摘要

本文提出了一种有效的双层图像可扩展编码方法,该方法依赖于由元胞自动机子类执行的可逆非线性变换。在每个转换阶段,将输入图像转换为四个分别编码的子图像。在这项工作中,我们描述了熵编码器将转换后的图像编码成二进制比特流的有效策略,该策略优于先前获得的压缩结果,并与标准JBIG相比较。实验结果表明,对于黑色像素位于连通区域内的图像和多个分解层次的图像,我们的方法更有效。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Binary Image Scalable Coder Based on Reversible Cellular Automata Transform and Arithmetic Coding
The paper presents an efficient scalable coding approach for bi-level images that relies on reversible non-linear transformations performed by subclasses of Cellular Automata. At each transformation stage the input image is converted into four subimages which are coded separately. In this work we delineate an effective strategy for the entropy coder to code the transformed image into a binary bit stream that outperforms the compression results previously obtained and compares well with the standard JBIG. Experimental results show that our method proves to be more efficient for images where black pixels lie within a connected region and for multiple decomposition levels.
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