通过绘图和三维扫描优化制造检测系统

Yosri Ben Salah, Liu Weiguo, Tian Ailing, Lamia Sellami, A. Hamida, Saber Zardoumi
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引用次数: 0

摘要

基本上,3D扫描系统包括高分辨率相机、光学器件和人工智能算法集成,为大型制造单位提供多种优势。的确,与触摸探测不同,3D扫描是最相关的计算机视觉应用之一,它提供了被检查部件的概念视图。3D扫描仪可以验证材料是否足以进行加工。另外,相机标定是扫描系统设置中的一个重要过程,它直接影响系统的性能,特别是精度。在这项工作中,我们试图从概念上设计和测试一种全自动和低成本的扫描仪,用于生产具有毫米级分辨率的三维模型,用于物体测量和检查。因此,建立立体视觉系统,其中安装一对相机以获取图像对以执行扫描。有希望的和潜在的结果是通过演示分析和映射输出来实现的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimal Set Up for Manufacturing Inspection System via Mapping, and 3D Scanning
Basically, a 3D scanning system comprises high-resolution cameras, optics, and AI algorithms integration to provide multiple benefits to large manufacturing units. Indeed, unlike touch probing, 3D scanning is one of most relevant computer vision application which provides conceptual view of the inspected part. 3D scanners can validate whether the material is sufficient to proceed with machining or not. Alternatively, Camera calibration is an important process in scanning system setup which has direct impact on system performance particularly precision. In this work we attempt to conceptually design and test a fully automated and low-cost scanner for producing three-dimensional models with millimeter-scale resolution for object measurement and inspection. Hence, a stereovision system is set up where pair of cameras is mounted to acquire image pairs to perform a scan. Promising and potential result is achieved by demonstrated analytical and mapped output.
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