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An accurate and robust method for the honing angle evaluation of cylinder liner surface using machine vision

机译:一种基于机器视觉的气缸套表面珩磨角度评估的准确而可靠的方法

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摘要

This paper presents a machine vision-based method for evaluating honing angle of cylinder liners by exploring the frequency domain characteristics of cylinder liner images. An image-processing algorithm based on Fourier transform and Hough transform is developed and applied on images containing the honing texture patterns captured from 14 cylinder liners manufactured with varying honing angles. The images are captured from cylinder liner surfaces by destructive and non-destructive manner using a charge-coupled device camera attached with magnifying lenses and a miniature microscopic probe respectively.A graphical user interface-based program and protractor-based manual method are used for verifying the accuracy and consistency of the developed image-processing algorithm for automatically evaluating the honing angle from the captured images of cylinder liner surfaces. The results clearly demonstrate the efficacy of the proposed method for robustly evaluating the honing angle and it can be used by the cylinder liner manufactures for fast and accurate measurement of honing angle with a resolution of 1°.
机译:本文提出了一种基于机器视觉的方法,通过探索汽缸套图像的频域特征来评估汽缸套的珩磨角度。开发了基于傅立叶变换和霍夫变换的图像处理算法,并将其应用于包含从用不同珩磨角度制造的14个气缸套捕获的珩磨纹理图案的图像。分别使用装有放大镜和微型显微镜探头的电荷耦合器件照相机以破坏性和非破坏性方式从汽缸套表面捕获图像。使用基于图形用户界面的程序和基于量角器的手动方法进行验证所开发的图像处理算法的准确性和一致性,该算法可从捕获的汽缸套表面图像中自动评估珩磨角度。结果清楚地证明了所提出的方法可以有效地评估珩磨角,汽缸套制造商可以用它来快速,准确地测量珩磨角,分辨率为1°。

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