基于分形维数的图像分类研究
首发时间:2008-03-17
摘要:纹理特征是图像分析的重要线索,纹理特征的提取方法层出不穷。本文分析了分形维数在图像特征提取方面的特点,以三种不同材质的石材为例,通过分形维数对三种不同石材表面粗糙度特征进行提取,从而实现对石材类别的划分。
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The Research of Image Classification Based on Fractal Dimension
Abstract:Texture feature is an important clue of image analysis, There are many ways to extract texture feature.This paper uses fractal dimension on stone material surface roughness study. Take 3 stone material as samples. It is concluded that fractal dimension could reflect the roughness of stone surface and it could be used for the measurement of stone classification.
Keywords: Fractal Dimension, Roughness, Image Processing, Differential Box Counting
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No.1936617764512057****
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