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基于分形维数的图像分类研究

he Research of Image Classification Based on Fractal Dimension

中文摘要英文摘要

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。

exture 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.

杨杰、黄晶

材料科学计算技术、计算机技术

分形维数,粗糙度,图像处理,差分盒维数

Fractal Dimension Roughness Image Processing Differential Box Counting

杨杰,黄晶.基于分形维数的图像分类研究[EB/OL].(2008-03-17)[2025-08-11].http://www.paper.edu.cn/releasepaper/content/200803-412.点此复制

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