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Lossy compression of images without visible distortions and its application

机译:没有可见扭曲的图像的有损压缩及其应用

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It is shown that images can be subject to lossy compression in such a way that introduced distortions are not visible. For this purpose, two modern visual quality metrics, MSSIM and PSNR-HVS-M, can be used. Their values are to be provided not less than 0.99 and 40 dB, respectively, and the corresponding lossy compression is to be carried out. Attained compression ratio (CR) depends upon image properties and a coder used. The proposed methodology of lossy compression can be successfully exploited in remote sensing and medical imaging with producing CR by several times larger than the best lossless image compression techniques.
机译:结果表明,以引入失真的方式,图像可以受到有损压缩的影响。为此目的,可以使用两个现代视觉质量指标,MSSIM和PSNR-HVS-M。它们的值分别提供不小于0.99和40dB,并且将进行相应的损耗压缩。达到的压缩比(CR)取决于图像属性和使用的编码器。可以在遥感和医学成像中成功地利用诸如最佳无损图像压缩技术的遥感和医学成像中提出的损坏压缩方法。

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