Optimum Illumination for Real-time Wiper Arm Defect Detection

Kai Yuen Cheah, Sze Liu Gan, Lee Choo Tay, W. Lai
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引用次数: 1

Abstract

The importance of optimum illumination has been undervalued in machine vision system over the years. Most of the research work emphasized on developing advanced and complex algorithms with little attention on lighting design and configurations. Using the right lighting configuration can significantly improve the efficiency and effectiveness of an inspection system. This paper describes the design of a novel illumination system that reduces the complexity of the image processing algorithm in wiper arm surface defect detection. The lighting system increases the contrast between flawless area and defective area in the image captured. Thus, it facilitates a more accurate, reliable and productive machine vision system. The processing time has improved to 0.21 seconds per wiper arm.
实时雨刷臂缺陷检测的最佳照明
多年来,最佳照明在机器视觉系统中的重要性一直被低估。大多数研究工作都侧重于开发先进和复杂的算法,而很少关注照明的设计和配置。使用正确的照明配置可以显著提高检测系统的效率和有效性。本文设计了一种新型的照明系统,降低了雨刷臂表面缺陷检测中图像处理算法的复杂度。照明系统增加了图像中完美区域和缺陷区域之间的对比度。因此,它促进了更准确,可靠和高效的机器视觉系统。处理时间已提高到0.21秒每雨刷臂。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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