A Survey on Different Multimodal Medical Image Fusion Techniques and Methods

Jipsha Mariam Dolly, Nisa A K
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引用次数: 9

Abstract

Multimodal fusion of medical image, as a powerful tool for the application of clinical images has grown with the emergence of various image modalities in medical imaging. The main objective of the image fusion is to merge features from several different input images into one image which becomes more reliable and easy to understand by patients. Fusion of medical image can apply in different areas, like image processing, computer vision, pattern recognition, machine learning and artificial intelligence etc. The fusion of multimodal medical images also helps the doctors for their easy diagnosis and treatments. In this review paper a survey is taken into account on different earlier methods used in fusion of multimodal medical images.
多模态医学图像融合技术与方法综述
随着医学成像中各种图像模态的出现,医学图像多模态融合作为临床图像应用的有力工具得到了发展。图像融合的主要目的是将多幅不同输入图像的特征融合成一幅图像,使其更可靠,更容易被患者理解。医学图像融合可以应用于图像处理、计算机视觉、模式识别、机器学习和人工智能等领域。多模态医学图像的融合也有助于医生方便地进行诊断和治疗。在这篇综述文章的调查是考虑到不同的早期方法用于融合多模态医学图像。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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