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A comparison of DCT-like transform coders for medical images

机译:类似DCT的医学图像变换编码器的比较

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Compression of medical images is of great importance in the implementation of systems such as PACS (Picture Archival and Communication System) and teleradiology. Significant compression is only achievable by lossy methods, though distortion must be kept low to preserve all the diagnostic information. The JPEG lossy compression standard has some shortcomings, in particular block distortion. We investigated two block-based DCT transform techniques which tend to suppress the block effect, the DCT/DST coder and the LOT coder, and compared them with JPEG and an ordinary DCT coder for different types of medical images. The results show that the LOT coder performs best at all compression ratios for all kinds of investigated medical images. At very high image quality, JPEG is preferable for it requires almost the same bit rate as the LOT and is computationally less demanding.
机译:医学图像的压缩在诸如PACS(图片档案和通信系统)和放射放射学等系统的实施中非常重要。尽管必须将失真保持在较低水平以保留所有诊断信息,但是只有通过有损方法才能实现显着压缩。 JPEG有损压缩标准存在一些缺陷,尤其是块失真。我们研究了两种倾向于抑制块效应的基于块的DCT变换技术:DCT / DST编码器和LOT编码器,并将它们与JPEG和用于不同类型医学图像的普通DCT编码器进行了比较。结果表明,对于所有类型的医学图像,LOT编码器在所有压缩率下均表现最佳。在非常高的图像质量下,JPEG是首选的,因为它需要与LOT几乎相同的比特率,并且对计算的要求较低。

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