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首页> 外文期刊>Journal of Theoretical and Applied Information Technology >CORRECTION, DENOISING AND SEGMENTATION OF MRI IMAGES VIA LEVELS SET METHOD
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CORRECTION, DENOISING AND SEGMENTATION OF MRI IMAGES VIA LEVELS SET METHOD

机译:通过水平集方法对MRI图像进行校正,去噪和分割

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摘要

The revolution of digital imaging has led to an explosion in the information produced. In particular, the potential of MRI and its numerous acquisition sequences that explore various additional features of the brain. To cope with this mass of information generated, the automatic interpretation of MRI brain has become a major issue. Hence the importance of the view that segmentation is crucial link in image processing.In this paper we propose a method of correction, denoising and segmentation of MRI images, This problem can be solved by a coupled system of linear and nonlinear diffusion-reaction equations. These equations are proposed and tested for the denoising of magnetic resonance images, in order to be applied for the segmentation of medical images MRI.
机译:数字成像的革命导致了所产生信息的爆炸式增长。尤其是MRI的潜力及其探索大脑各种其他特征的众多采集序列。为了应对所产生的大量信息,MRI脑的自动解释已成为一个主要问题。因此,认为分割是图像处理中至关重要的一环的观点的重要性。本文提出了一种校正,去噪和分割MRI图像的方法,该问题可以通过线性和非线性扩散反应方程的耦合系统来解决。提出并测试了这些方程用于磁共振图像的去噪,以便应用于医学图像MRI的分割。

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