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Development of twin-illumination and subtraction technique for detection of concave and convex defects on steel surfaces

机译:用于检测钢表面凹凸缺陷的双照明减法技术的发展

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摘要

Optical surface inspection of steel mill products such as pipes, plates and slabs usually has the problem of overdetection, which is caused by signals from harmless parts such as scale and surface texture. The authors propose a new inspection technique based on the experience that most harmful defects on these products have a concave or convex shape, whereas most harmless parts that might be overdetected have flat shapes. The proposed technique is called the 'twin-illumination and subtraction technique'. In this technique, firstly, two images of the target area on a steel surface illuminated from the two sides are captured, respectively. A subtraction image is then calculated from these images. Comparing the images illuminated from the different sides, the images from concave or convex defects look different due to their different shadows, while images from harmless flat parts look the same because illumination does not cause any shadow. As a result, two images with the same appearances from a harmless part are canceled by subtraction, and two images with different appearances from a concave or convex defect remain even after subtraction. Finally, it is possible to detect only concave or convex defects without overdetecting flat patterns. In this manuscript, first, we explain the proposed technique and confirmation experiments in the laboratory. We also explain a new optical inspection system based on the concept described above and its application to moving hot pipes in a steel manufacturing plant to prove the effectiveness of the technique. We concluded that the inspection system has sufficient performance for use as a practical system.
机译:钢铁产品(如管道,板材和厚板)的光学表面检查通常存在检测过度的问题,这是由无害零件(例如氧化皮和表面纹理)发出的信号引起的。作者根据经验提出了一种新的检测技术,这些产品上大多数有害缺陷的形状均为凹形或凸形,而可能被过度检测的大多数无害部件则具有扁平形。所提出的技术称为“双照明和减法技术”。在该技术中,首先,分别捕获从两侧照亮的钢表面上的目标区域的两个图像。然后从这些图像中计算出减法图像。比较从不同侧面照射的图像,由于阴影不同,凹或凸缺陷的图像看起来有所不同,而无害的平坦部件的图像看起来相同,因为照明不会产生阴影。结果,通过减法消除了来自无害部分的具有相同外观的两个图像,并且即使在相减之后仍保留了具有来自凹或凸缺陷的具有不同外观的两个图像。最后,有可能仅检测凹或凸缺陷而不会过度检测平面图案。在本手稿中,首先,我们解释了实验室中提出的技术和确认实验。我们还将说明一种基于上述概念的新型光学检测系统,并将其应用于钢铁生产厂中热管的移动,以证明该技术的有效性。我们得出的结论是,该检查系统具有足够的性能,可以用作实际系统。

著录项

  • 来源
  • 会议地点 San Diego CA(US)
  • 作者单位

    Instrument Control Engineering Research Dept., Steel Research Lab., JFE Steel Corp., 1-1 Minamiwatarida-cho Kawasaki-ku, Kawasaki, Kanagawa, JAPAN 210-0855;

    Pipe Technology Sec. Manufacturing Dept., Steel Research Lab., JFE Steel Corp.,1 Kawasaki-cho, 1-chome,Handa-shi,Aichi Pref.475-8611;

    Equipment Engineering Sec. Planning Dept., Steel Research Lab., JFE Steel Corp.,1 Kawasaki-cho, 1-chome,Handa-shi,Aichi Pref.475-8611;

    Plant Control Technology Sec. Plant Control Dept., Steel Research Lab., JFE Steel Corp.,1 Kokan-cho, Fukuyama-shi, Hiroshima Pref. 721-8510;

    Instrument Control Engineering Research Dept., Steel Research Lab., JFE Steel Corp., 1-1 Minamiwatarida-cho Kawasaki-ku, Kawasaki, Kanagawa, JAPAN 210-0855;

    Instrument Control Engineering Research Dept., Steel Research Lab., JFE Steel Corp., 1-1 Minamiwatarida-cho Kawasaki-ku, Kawasaki, Kanagawa, JAPAN 210-0855;

    Instrument Control Engineering Research Dept., Steel Research Lab., JFE Steel Corp., 1-1 Minamiwatarida-cho Kawasaki-ku, Kawasaki, Kanagawa, JAPAN 210-0855;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    surface inspection; steel plant; optical system; vision system; defect detection; image processing; industrial applications;

    机译:表面检查;钢铁厂光学系统视觉系统缺陷检测;图像处理;工业应用;
  • 入库时间 2022-08-26 13:45:15

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