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Development of the Vision System and Inspection Algorithms for Surface Defect on the Injection Molding Case

机译:注塑箱表面缺陷视觉系统和检测算法的开发

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The surface defects of plastic after the injection molding process have been inspected human inspector. In this paper, we propose the automated surface inspection system to detect 3D defects on injection molding objects. This vision system is equipped with 4-cameras and 8-illuminations and is designed to find optimal configuration between camera, illumination and object to detect the defects on an object. Also we develop algorithms to detect defects in captured images. The developed surface inspection system reduce the labor costs and time, whereas increase the detection accuracy of the surface defects such as scratch. The proposed algorithm uses the difference of the brightness of the obtained image by the camera and illumination system for acquiring data of the surface of the object. We focus on the surface defect detection of black molding object. Scratch detection is performed by the developed vision inspection system.
机译:注塑过程后塑料的表面缺陷已由检查员进行了检查。在本文中,我们提出了一种自动表面检测系统来检测注塑成型物体上的3D缺陷。该视觉系统配备了4台摄像机和8台照明设备,旨在在摄像机,照明设备和物体之间找到最佳配置,以检测物体上的缺陷。我们还开发了算法来检测捕获的图像中的缺陷。先进的表面检测系统减少了人工成本和时间,同时提高了表面缺陷(例如划痕)的检测精度。所提出的算法利用照相机和照明系统获得的图像的亮度差来获取物体表面的数据。我们专注于黑色成型物体的表面缺陷检测。划痕检测是通过开发的视觉检测系统执行的。

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