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OALib Journal期刊
ISSN: 2333-9721
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Comparison of Calculation Methods-Based Image Fractal Dimension
图像分形维数计算方法的比较

Keywords: fractal dimension(FD),box counting dimension (Counting box),sensitivity,texture coarseness
分形维数(分数维)
,盒子维(数盒子),敏感性,纹理粗糙度

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Abstract:

Fractal dimension is a commonly used method to measure texture coarseness. However, the definition of fractal dimension is very difficult to resolve. Many fractal dimension algorithms of image are proposed based on different application backgrounds. But they lack comparison and evaluation of the overall and are only limited to the selection of the box-counting dimension method. This paper makes a testing among these methods in sensitivity and time complexity for texture coarseness of image. Through a comparison and analysis to applicability of these methods, the recommended models are given at last.

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