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The identification of complex objects from NMR images by genetic algorithm

机译:遗传算法从核磁共振图像识别复杂物体

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Extracting useful information from three dimensional nuclear magnetic resonance (NMR) images usually requires some form of explicit information about the object one is trying to visualise. This knowledge can either be in the form of a computer based identification method, such as edge identification, or can rely on human inspection, of either two dimensional slices, or three dimensional images stripped back with the aid of paint packages. The method considered represents an attempt to construct an automated process for the identification of such objects by using a genetic algorithm (GA). The method has proved successful and has been tested on several problems including the location and visualisation of three dimensional objects from three dimensional images of animal tissue.
机译:从三维核磁共振(NMR)图像中提取有用信息通常需要关于对象的某种形式的明确信息试图想象。该知识可以是基于计算机的识别方法的形式,例如边缘识别,或者可以依赖于人类检查,或者通过借助涂料包剥离背部的三维图像。所考虑的方法表示通过使用遗传算法(GA)来构建用于识别这些物体的自动化过程。该方法已经证明是成功的并且已经在几个问题上进行了测试,包括来自动物组织的三维图像的三维物体的位置和可视化。

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