Automatic Fiber Orientation Detection for Sewed Carbon Fibers

被引:12
|
作者
Department of Industrial Engineering, Tsinghua University, Beijing, 100084, China [1 ]
机构
来源
Tsinghua Sci. Tech. | 2007年 / 4卷 / 447-452期
关键词
Autocorrelation - Computer vision - Edge detection - Mathematical operators;
D O I
10.1016/S1007-0214(07)70066-4
中图分类号
学科分类号
摘要
Automatic production and precise positioning of carbon fiber reinforced plastics (FRP) require precise detection of the fiber orientations. This paper presents an automatic method for detecting fiber orientations of sewed carbon fibers in the production of FRP. Detection was achieved by appropriate use of regional filling, edge detection operators, autocorrelation methods, and the Hough transformation. Regional filling was used to reduce the influence of the sewed regions, autocorrelation was used to clarify the fiber directions, edge detection operators were used to extract the edge features for the fiber orientations, and the Hough transformation was used to calculate the angles. Results for two kinds of carbon fiber materials show that the method is relatively quick and precise for detecting carbon fiber orientations. © 2007 Tsinghua University Press.
引用
收藏
页码:447 / 452
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