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OALib Journal期刊
ISSN: 2333-9721
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Surface Defects Inspection of Cold Rolled Strips Based on Neural Network
基于神经网络的冷轧带钢表面缺陷检测

Keywords: defect detection,neural network,cold rolled strips,image processing,machine vision
缺陷检测
,神经网络,冷轧带钢,图像处理,机器视觉

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Abstract:

Defects on the surface of steel strips are main factors to evaluate quality of steel strips,and surface inspection is of great importance to improve quality of steel strips.Traditional surface inspection by human inspectors is far from satisfactory.In this paper,an approach to detect real-time surface defects of steel strips based on feed-forward neural network(FFN) is discussed.The experiments show that the method is effective.

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