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MATLAB环境下图像分形维数的计算

Estimation of Fractal Dimensions of Images Based on MATLAB YANG

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【作者】 杨书申邵龙义

【Author】 Shu-shen~(1,2),SHAOLong-yi~(1)(1.School of Safety and Resource Engineering,China University of Mining & Technology,Beijing 100083,China;2.Department of Mathematics and Physics,Zhongyuan University of Technology,Zhengzhou,He’nan 450007,China)

【机构】 中国矿业大学资源与安全工程学院中国矿业大学资源与安全工程学院 北京100083中原工学院数理系河南郑州450007北京100083

【摘要】 利用MATLAB的图像处理和数值计算功能,对大气可吸入颗粒物的场发射电镜(FESEM)图像进行处理,得到颗粒物边界的二值图像;编制MATLAB程序,统计一系列以不同像素数量为边长的正方形块覆盖二值图像时的个数,根据像素数量和正方形块个数之间的关系,确定图像的计盒维数.结果表明:MATLAB对分形图像的处理简单、方便,通过科赫曲线、谢宾斯基填料等有规分形图形分形维数的计算表明该方法计算出的结果准确、可靠.对大气颗粒物的分形维数的计算表明,不同不规则程度的颗粒物有不同的分形维数,可以通过颗粒物分形维数的计算分析颗粒物的来源和输运过程.

【Abstract】 The functions of MATLAB in image processing and numerical calculation were employed to process the images of atmosphere sniffable particles obtained by the field emission scanning electron microscope(FESEM).With the MATLAB program,the binary images of the particles border were acquired,the numbers of a series of square blocks whose lengths were different pixelquantitiesto cover the binary image were counted,and the box-counting dimensions of these images werecalculated according to the mathematics relationship of the pixelquantities and the numbers of square blocks.The resultsshowed that the processing of fractal images by MATLAB is simple and convenient,and the calculating results of fractal dimensions tested by some fractal curves such as the Koch curve and the Sierpinski gasket are accurate and believable The particles with different irregularities have different fractal dimensions,and the sources and transportprocesses of particles can be indicated by their fractal dimensions.

【基金】 国家自然科学基金项目(40575065);教育部新世纪优秀人才支持计划项目
  • 【文献出处】 中国矿业大学学报 ,Journal of China University of Mining & Technology , 编辑部邮箱 ,2006年04期
  • 【分类号】TP391.41
  • 【被引频次】129
  • 【下载频次】4783
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