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REPro.JPEG: a new image compression approach based on reduction/expansion image and JPEG compression for dermatological medical images

机译:REPro.JPEG:基于缩小/扩展图像和JPEG压缩的皮肤医学图像的新图像压缩方法

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摘要

Medical images are known for their huge volume which becomes a real problem for their archiving or transmission notably for telemedicine applications. In this context, we present a new method for medical image compression which combines image definition resizing and JPEG compression. We baptise this new protocol REPro.JPEG (reduction/expansion protocol combined with JPEG compression). At first, the image is reduced then compressed before its archiving or transmission. At last, the user or the receiver decompresses the image then enlarges it before its display. The obtain results prove that, at the same number of bits per pixel lower than 0.42, that REPRo. JPEG guarantees a better preservation of image quality compared to the JPEG compression for dermatological medical images. Besides, applying the REPRo. JPEG on these colour medical images is more efficient while using the HSV colour space compared to the use of RGB or YCbCr colour spaces.
机译:医学图像以其巨大的体积而闻名,这对于它们的归档或传输尤其是在远程医疗应用中成为一个实际问题。在这种情况下,我们提出了一种医学图像压缩的新方法,该方法结合了图像清晰度调整大小和JPEG压缩。我们接受了这个新协议REPro.JPEG(与JPEG压缩结合的缩小/扩展协议)的处理。首先,在对图像进行存档或传输之前先对其进行缩小然后进行压缩。最后,用户或接收者对图像进行解压缩,然后在显示之前将其放大。获得的结果证明,在每个像素的位数小于0.42的情况下,REPRo。与用于皮肤病医学图像的JPEG压缩相比,JPEG可以更好地保留图像质量。此外,应用REPRo。与使用RGB或YCbCr颜色空间相比,使用HSV颜色空间时,这些彩色医学图像上的JPEG效率更高。

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