图像分割中的参数化元胞自动机

2016 18th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC) Pub Date : 2016-09-01 DOI:10.1109/SYNASC.2016.040

A. Andreica, L. Dioşan, I. Voiculescu

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引用次数: 2

摘要

本文研究了一种新的灰度图像分割更新规则公式——状态元胞自动机。更新规则是参数化的，并将相邻单元的特征与当前单元的特征进行比较。我们使用生成的CA对几个真实世界的图像进行分割。在此过程中，我们还使用不同的评价方法研究了规则参数和邻域方案的影响。

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Parameterized Cellular Automata in Image Segmentation

This paper investigates a novel update rule formulti–state Cellular Automata (CA) in the context of greyscaleimage segmentation. The update rule is parameterized and takesinto account the features of neighbouring cells compared to thefeatures of the current cell. We use the resulting CA to segmentseveral real–world images. During this process we also studythe influence of the rule parameters and neighbourhood schemeusing different evaluation measures.

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2016 18th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC)

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