基于ROI和非ROI的医学图像压缩技术:综述和比较综述

R. Kaur, Rajneesh Rani
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引用次数: 4

摘要

由于信息技术领域的进步,医学图像处理已经成为这个时代最突出的图像处理领域。远程医疗需要对医学图像进行存储和传输。由于医学图像的巨大尺寸,使得其在网络上的存储和传输变得非常困难。图像压缩是减少图像冗余和不相关信息,实现高效归档和快速传输的重要手段。本文提供了医学图像压缩领域中可用的非ROI(即无损)和基于ROI(即混合感兴趣区域)技术的最新调查。本文将通过对不同医学图像压缩技术的比较分析,帮助研究人员了解不同的医学图像压缩技术,为进一步研究提供依据。
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ROI and Non-ROI based Medical Image Compression Techniques: A Survey and Comparative Review
Due to the advancement in the field of information technology, medical image processing has become the most eminent image processing field in this era. The medical image needs to be stored and transmitted for telemedicine purpose. Due to the huge size of medical images, it becomes very difficult to store and transmit it over the network. Image compression is a significant toolto reduce the redundancies and irrelevant informationof the image for efficient archival and fast transmission. The paper provides the state-of-the-art survey fornon-ROI (i.e. lossless) and ROI based (i.e. hybrid region of interest)techniques available in the area of medical image compression. The paper will provide help for researchers to understand the different techniques of medical image compression with theircomparative analysis for further research in this area.
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