Region of Interest Coding Techniques for Medical Image Compression

C. Doukas, Ilias Maglogiannis
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引用次数: 98

Abstract

We have provided an overview of state-of-the-art ROI coding techniques applied to medical images. These techniques are classified according to the image type they apply to; thus the first class includes ROI coding schemes developed for two-dimensional (2-D) still medical images whereas the second class consists of ROI coding in the case of volumetric images. In the third class, a prototype ROI encoder for compression of angiogram video sequences is presented. ROI coding preserves image quality in diagnostically critical regions by performing advanced image compression, enabling better image examination and addressing issues regarding image handling and transmission in telemedicine systems. The mapping of the ROI from the spatial domain to the wavelet domain is dependent on the used wavelet filters and it is simplified for rectangular and circular regions. Therefore, ROI coding is considered quite important in distributed and networked electronic healthcare.
医学图像压缩的兴趣区域编码技术
我们提供了应用于医学图像的最先进的ROI编码技术的概述。这些技术根据它们适用的图像类型进行分类;因此,第一类包括为二维(2-D)静止医学图像开发的ROI编码方案,而第二类包括在体积图像的情况下的ROI编码。第三部分,提出了一种用于血管造影视频序列压缩的ROI编码器的原型。ROI编码通过执行高级图像压缩来保持诊断关键区域的图像质量,从而实现更好的图像检查,并解决远程医疗系统中有关图像处理和传输的问题。感兴趣区域从空间域到小波域的映射依赖于所使用的小波滤波器,并对矩形和圆形区域进行了简化。因此,ROI编码在分布式和网络化电子医疗保健中被认为是非常重要的。
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来源期刊
IEEE Engineering in Medicine and Biology Magazine
IEEE Engineering in Medicine and Biology Magazine 工程技术-工程:生物医学
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1
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>12 weeks
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