分形维数在三维脑MRI分析中的对称性度量

2012 International Conference on Machine Learning and Cybernetics Pub Date : 2012-07-15 DOI:10.1109/ICMLC.2012.6359511

S. A. Jayasuriya, Alan Wee-Chung Liew

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引用次数: 5

摘要

在脑图像分析中，对称面自动识别有多种应用。本文提出了一种利用分形维数的概念作为定量度量来识别三维脑磁共振图像中对称平面的新方法。该方法在不同的三维MRI数据集上进行了测试。实验结果可靠、准确。

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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Fractal dimension as a symmetry measure in 3D brain MRI analysis

In brain image analysis, the automatic identification of symmetry plane has various applications. This paper presents a new method that uses the concept of fractal dimension as a quantitative measure for identifying symmetry plane in three-dimensional (3D) brain magnetic resonance (MR) images. The method was tested on various 3D MRI datasets. Robust and accurate results were obtained in our experiments.

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2012 International Conference on Machine Learning and Cybernetics

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