基于计算机视觉方法的砖缺陷检测软件系统

M. Kataev, Radioelectronics, R. K. Karpov, K. A. Laminsky
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引用次数: 1

摘要

对工业企业来说,一个重要的活动领域是使用无损检测来评估产品质量。在实践中最发达的方法之一是光学方法(可见光或红外光谱区域)和相关的计算机视觉算法方法。今天,大量的工业使用人工方法来检测缺陷,这是劳动密集型的,缓慢的和主观的。本文介绍了一种自动光学控制系统,用于在生产过程中检测输送带上砖的缺陷。光学控制是基于来自数码相机的RGB图像。给出了处理算法,并给出了处理结果
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Software system for detecting brick defects based on computer vision methods
For industrial enterprises, an important area of activity is the use of non-destructive testing in assessing product quality. One of the most developed approaches in practice are optical methods (visible or infrared spectral regions) and associated algorithmic approaches to computer vision. Today a large number of industries use a manual method for detecting defects, which is labor-intensive, slow and subjective. The article presents a description of an automated optical control system to detect imperfections in bricks on a conveyor belt during their production. The optical control is based on RGB images from digital cameras. The processing algorithm is shown and the results obtained are presented
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