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Measuring Diameter of Non-threaded Hex Bolts Based on Hough Transform

机译:基于霍夫变换的无螺纹六角螺栓直径测量

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Non-threaded bolts are the important semi-manufactures during manufacturing hexagon-head bolts. This paper proposes a vision measurement method to measure the diameter of non-threaded bolt. On the basis of briefly introducing manufacture process, the importance of measuring non-threaded bolts is pointed out. The principle of circle detection based on hough transform is analyzed. Image acquisition software is developed. Median filter is designed to enhance the acquired image. A Canny detector is employed to extract the edges of hexagon-head bolt. Hough transform is used to locate circle in the original image. According to the number of pixels and the dimension of pixel, the diameter of bolt is computed. The experiment measurement system is constructed to illustrate the performance of the proposed method. The result shows that the presented method is effective and the inspection accuracy satisfies real manufacture.
机译:无螺纹螺栓是制造六角头螺栓期间的重要半成品。本文提出了一种视觉测量方法来测量无螺纹螺栓的直径。在简要介绍制造过程的基础上,指出了测量无螺纹螺栓的重要性。分析了基于霍夫变换的圆检测原理。开发了图像获取软件。中值过滤器旨在增强获取的图像。使用Canny检测器提取六角头螺栓的边缘。霍夫变换用于在原始图像中定位圆。根据像素数和像素尺寸,计算螺栓的直径。构建了实验测量系统以说明所提出方法的性能。结果表明,所提方法是有效的,检验精度满足实际制造要求。

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