四十年来算术编码的演变与进步

Ujala Razaq, Xu Lizhong, Changli Li, Muhammad Usman
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引用次数: 2

摘要

算术编码(AC)是一种用于无损数据压缩的熵编码。这是一种众所周知的、最新的技术,在这种技术中,经常看到的符号比很少看到的符号用更少的比特进行编码。在过去的四十年里,它被广泛使用。许多研究人员致力于提高它的性能,并成功地进行了实验。这项技术也曾与其他技术结合使用,以获得令人惊讶的结果。在这篇调查论文中,努力回顾1976年至2017年关于算术编码的一些成就。这项研究为新的研究人员提供了一个视角,让他们了解这项技术是如何随着时间的推移而发展的,以及这项技术是如何取得重大成就的。本文将交流编码与另一种著名的霍夫曼编码技术进行了比较。与同时代的同类产品相比,它在几乎所有情况下的性能都更好。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Evolution and Advancement of Arithmetic Coding over Four Decades
Arithmetic Coding (AC) is a form of entropy encoding used in lossless data compression. It is a well-known, state of the art technique, in which the frequently seen symbols are encoded with fewer bits than rarely seen symbols. It has been widely used since last four decades. Many researchers worked on it to improve its performance and they successfully experimented with it. This technique has also been in use in combination with other techniques to gain surprising results. In this survey paper, an effort is made to recap a number of accomplishments from 1976 to 2017 regarding Arithmetic Coding. This study provides an insight for new researchers to know how this technique evolved with time and how major achievements were made using this technique. This paper gives a comparison of AC with another well-known technique named Huffman Coding. Comparison with its contemporary counterparts shows that it is better in performance almost in every situation.
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