论文标题
基于结构化光的工业检查基准
Benchmarks for Industrial Inspection Based on Structured Light
论文作者
论文摘要
鲁棒性和准确性是工业检查的两个关键指标。在本文中,我们提出的基准可以评估结构化光方法的性能。我们的评估指标是从工厂中的许多检查任务中学习。我们提出的指标包括四个详细标准,例如平坦,长度,高度和球形。然后,我们可以判断是否可以通过我们的评估指标将结构化的光方法/设备应用于指定的检查任务。在最终实验部分中,通过我们的指标评估了用于打字针针检查性能的结构化轻型设备。
Robustness and accuracy are two critical metrics for industrial inspection. In this paper, we propose benchmarks that can evaluate the structured light method's performance. Our evaluation metric was learning from a lot of inspection tasks from the factories. The metric we proposed consists of four detailed criteria such as flatness, length, height and sphericity. Then we can judge whether the structured light method/device can be applied to a specified inspection task by our evaluation metric quickly. A structured light device built for TypeC pin needles inspection performance is evaluated via our metrics in the final experimental section.