Fractal Dimension as a Symmetry Measure in 3D Brain MRI Analysis
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Liew, AWC
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Xizhao Wang, D.S. Yeung
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Xian, Shaanxi, China
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Abstract
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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Proceedings - International Conference on Machine Learning and Cybernetics
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3
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© 2012 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
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Subject
Computer vision