图像压缩中可逆整数到整数小波变换的性能评价

M. Adams, F. Kossentini
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引用次数: 22

摘要

[仅提供摘要形式]。对于图像编码应用的可逆整数到整数小波变换,人们的兴趣越来越大。在本文中,根据客观和主观有损压缩性能、无损压缩性能和计算复杂度对一些这样的变换进行了比较。在考虑的转换中,有几个被发现表现得特别好,对于给定的应用程序来说,最佳选择取决于无损压缩性能、有损压缩性能和计算复杂性的相对重要性。许多变换的可逆整数到整数版本也与它们的常规(即,不可逆实值)对偶有损压缩进行了比较。在许多情况下,发现可逆的整数到整数的变换和传统的变换版本产生的结果具有相当的图像质量。
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Performance evaluation of reversible integer-to-integer wavelet transforms for image compression
[Summary form only given]. There has been a growing interest in reversible integer-to-integer wavelet transforms for image coding applications. In this paper, a number of such transforms are compared on the basis of their objective and subjective lossy compression performance, lossless compression performance, and computational complexity. Of the transforms considered, several were found to perform particularly well, with the best choice for a given application depending on the relative importance of lossless compression performance, lossy compression performance, and computational complexity. Reversible integer-to-integer versions of numerous transforms are also compared to their conventional (i.e., nonreversible real-valued) counterparts for lossy compression. In many cases, the reversible integer-to-integer and conventional versions of a transform were found to yield results with comparable image quality.
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