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Lossy compression of images without visible distortions and its application

机译:无损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,图像可能受到有损压缩,以致引入的失真不可见。为此,可以使用两个现代视觉质量指标MSSIM和PSNR-HVS-M。分别提供不小于0.99和40 dB的值,并进行相应的有损压缩。达到的压缩率(CR)取决于图像属性和所使用的编码器。所提出的有损压缩方法可以成功地用于遥感和医学成像中,并且产生的CR比最佳无损图像压缩技术大几倍。

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