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A Study on the Effect of Defect Shape on Defect Detection in Visual Inspection

机译:缺陷形状对视觉检查中缺陷检测的影响

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In order to assure appearance quality of industrial products, inspection by human vision (visual inspection) is implemented in many manufacturing industries. In visual inspection, small visual defects such as cracks, scratches, dirt, nicks, stains, surface dents, and unevenness of the coating color are inspected. This study focuses on differences in defect shape on an inspection surface, and considers the relationship between defect shape and defect detection rate in visual inspection utilizing peripheral vision. Specifically, defect shapes, defect locations, and defect characteristics (luminance contrast between the defect and the inspection surface and size) are designed as experimental factors, and their effects on defect detection rate of twelve subjects are evaluated. As a result, it is obtained that the defect detection rate of line defect is lower than the other shapes (triangle, square, and circle) of defects regardless of luminance contrast between the defect and the inspection surface and size.
机译:为了确保工业产品的外观质量,在许多制造业中实施了人类视觉(视觉检查)的检查。在目视检查中,检查了诸如裂缝,划痕,污垢,刻痕,污渍,表面凹痕和涂层颜色不均匀的小视觉缺陷。该研究侧重于检查表面上缺陷形状的差异,并考虑使用外围视觉的视觉检查中的缺陷形状和缺陷检测率之间的关系。具体地,设计为实验因素的缺陷形状,缺陷位置和缺陷特性(缺陷与检查表面和尺寸之间的亮度对比度),并评估其对12个受试者的缺陷检测率的影响。结果,可以获得线缺陷的缺陷检测速率低于缺陷的其他形状(三角形,方形和圆圈),而不管缺陷和检查表面之间的亮度对比度和尺寸。

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