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Development of a Surface Defect Inspection System for Cold Rolled Strip Based on Bright-dark Filed Mode

机译:基于明亮暗档案模式的冷轧带材表面缺陷检测系统的开发

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摘要

Base on the study of the light reflectivity of steel surfaces, the interaction of CCD Camera and Illumination is investigated through experience. A new bright-dark filed defect recognition method which combines bright-filed mode and dark-filed mode is proposed. The bright-filed defect and dark-field defect on the surface of the strip steel can be detected at the same time through this new way, and the quantity of the defect information is increased. Therefore, the recognized defect type is twice the tradition way. A new algorithm of defect detection which is proper to bright-dark filed mode is proposed, too. This method is based on the image fusion. Experiment results show that detection rate of defects is more than 95% while classification rate of defects is over 85%.
机译:基于钢表面光反射率的研究,通过经验研究了CCD相机和照明的相互作用。提出了一种结合亮度归档模式和深色文件模式的新的明亮暗档缺陷识别方法。通过这种新的方式同时可以检测到条带钢表面上的亮膜缺陷和暗场缺陷,并且增加了缺陷信息的数量。因此,公认的缺陷类型是传统方式的两倍。提出了一种新的缺陷检测算法,该缺陷检测算法适用于亮暗档案模式。该方法基于图像融合。实验结果表明,缺陷检出率超过95%,而缺陷的分类率超过85%。

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