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A comparison of DCT-like transform coders for medical images

机译:DCT样变换编码器对医学图像的比较

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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:对医学图像的压缩非常重要,在PACS(图片档案和通信系统)和遥控器等系统中的实施方面具有重要意义。仅通过有损方法可以实现显着的压缩,但必须保持低电平以保留所有诊断信息。 JPEG损耗压缩标准具有一些缺点,特别是块失真。我们研究了两个基于块的DCT变换技术,倾向于抑制块效应,DCT / DST编码器和批量编码器,并将其与JPEG和普通DCT编码器进行比较,用于不同类型的医学图像。结果表明,批量编码器在各种调查的医学图像中的所有压缩比上表现最佳。在非常高的图像质量下,JPEG优选地需要几乎与批次相同的比特率,并且计算得更苛刻。

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