BPG编码器对彩色图像压缩的分析

B. Kovalenko, V. Lukin
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引用次数: 0

摘要

有损图像压缩是一种获得更高压缩比的常用方法,但它在处理被噪声破坏的图像时也有一些特点。首先,观察到特定的噪声滤波效果。其次,根据选择的质量度量,可能存在最优操作点(OOP),其中压缩图像的质量更接近相应的无噪声图像。在这种情况下,值得在OOP区域中压缩该图像。这些特性先前主要是针对灰度图像进行的研究。本文分析了在不同色度子采样的情况下,使用更好的便携式图形(BPG)编码器对加性高斯白噪声损坏的彩色图像进行压缩。根据一组彩色图像的仿真结果,给出了编码器参数设置的初步建议。
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Analysis of color image compression by BPG coder
Lossy image compression is a popular way to get higher compression ratio, it also has several peculiarities if one deals with compressing images corrupted by noise. First, a specific noise filtering effect is observed. Second, optimal operational point (OOP) might exist where quality of a compressed image is closer to the corresponding noise-free image according to a chosen quality metric. In this case, it is worth compressing this image in OOP area. These peculiarities have been earlier mainly studied for grayscale images. In this paper, we analyze compression of color images corrupted by additive white Gaussian noise using better portable graphics (BPG) encoder in the cases of different chroma subsampling. Based on simulation results obtained for a set of color images, the initial recommendations on encoder parameter setting are given.
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