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Research on steel ball surface quality detection technique based on CCD

机译:基于CCD的钢球表面质量检测技术研究

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The system of steel ball surface quality detection based on CCD is designed and operating principle is analyzed in this paper. An in-depth study on illuminating system, detecting environment and image processing is presented. According to reflected light characteristics of steel ball surface, the illuminating project of point light source scattering is presented, which can avoid losing original information. Image processing order, step and concrete algorithm are designed and researched based on image identification technique and corresponding software is designed. Repeatability and precision testing is put forward and the main cause of error is analyzed. The testing results indicate that the detection system can meet the design requirement.
机译:设计了基于CCD的钢球表面质量检测系统,并分析了其工作原理。提出了对照明系统,检测环境和图像处理的深入研究。根据钢球表面的反射光特性,提出了点光源散射的照明方案,可以避免丢失原始信息。基于图像识别技术,设计并研究了图像处理顺序,步骤和具体算法,并设计了相应的软件。提出了可重复性和精度测试,并分析了导致误差的主要原因。测试结果表明该检测系统可以满足设计要求。

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