东南大学学报(英文版)2020,Vol.36Issue(3):313-321,9.DOI:10.3969/j.issn.1003-7985.2020.03.009
基于图像处理技术的砂颗粒形貌表征
Shape characterization of sand particles based on digital image processing technology
摘要
Abstract
To characterize the shape of sand particles for concrete,a new method is proposed based on digital image processing (known as the DIP method).By analyzing sand particles projection,the length,width and thickness of sand were measured to characterize particle form.The area and perimeter were measured to characterize particle angularity.The results of the DIP method and Vernier caliper were compared to examine the accuracy of the DIP method.The sample size test was conducted to show the statistical significance of shape results measured by the DIP method.The practicality of the DIP method was verified by instance analysis.The results show that aspect ratios and roundness measured by the DIP method are equal to ones by the Vernier caliper.Results by DIP are dependent on the sand particle number,and at least 350 particles should be measured to represent the overall shape property of sand.The results show that the DIP method is able to distinguish the differences in the shape of sand particles.It achieves the direct measurement of sand particle thickness,and the characterization results of sand aspect ratios and roundness are accurate,statistically significant and practical.Therefore,the DIP method is suitable for sand particle shape characterization.关键词
颗粒形貌/砂/形状/棱角性/数字图像处理Key words
particle shape/sand/form/angularity/digital image processing分类
建筑与水利引用本文复制引用
周新文,刘建忠,朱江,毛永琳,刘加平..基于图像处理技术的砂颗粒形貌表征[J].东南大学学报(英文版),2020,36(3):313-321,9.基金项目
The National Key Research and Development Program of China (No.2017YFB0310100),the National Natural Science Foundation of China (No.51978318). (No.2017YFB0310100)