过程(计算)
计算机辅助设计
计算机科学
特征(语言学)
目视检查
人工智能
计算机视觉
自动X射线检查
机械加工
自动光学检测
感兴趣区域
章节(排版)
机器视觉
工程制图
工程类
图像处理
图像(数学)
机械工程
哲学
操作系统
语言学
作者
Yawei Li,Yi Luo,Xiaodong Wang
出处
期刊:Micromachines
[MDPI AG]
日期:2023-09-27
卷期号:14 (10): 1852-1852
摘要
Inspection is a crucial process to ensure product quality. In the precision assembly of an optic-mechanical device, a part with micro multi-section arcs needs to be inspected and assembled into another part. Actually, because of machining errors, including dimensional and geometric shapes, can lead to complex deformation modes for parts with micro multi-section arcs, posing challenges to their inspection. Furthermore, inconsistencies in feature images in microscopic vision may complicate the extraction of the Region of Interest (ROI). To address these issues, this paper proposes an ROI extraction method based on the CAD model for rough positioning of feature points and connected region detection for refinement. Subsequently, based on feature points, the CAD model is used again to obtain the ROI. For inspection purposes, this paper proposes a method suitable for micro multi-section arcs based on assembly fit requirements. Experimental testing was performed on parts with eight-section arcs and mirrors to verify the effectiveness of the proposed method. This method provides a suitable solution for the inspection of micro multi-section arcs in precision assembly with the potential to improve the accuracy of the inspection results.
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