基于计算机视觉的轮胎断面高效建模方法研究 |
Rearch on Efficient Modeling Method of Tire Section Based on Computer Vision |
投稿时间:2024-02-02 修订日期:2024-02-02 |
DOI:10.12136/j.issn.1000-890X.2025.09.0657 |
中文关键词: 轮胎断面 高效建模 计算机视觉 AutoCAD软件二次开发技术 |
英文关键词: tire cross section efficient modeling computer vision secondary development technology of AutoCAD software |
基金项目:山东省重点研发计划(公益类专项)(2019GGX101020). 曹金凤(1978—), 女, 博士, 副教授, 硕士生导师, 主要研究方向为计算机视觉、深度学习算法、有限元分析及二次开发等; 程家幸(1993—), 男, 博士, 讲师, 硕士生导师 |
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中文摘要: |
提出综合计算机视觉(CV)技术和基于Python语言的AutoCAD软件二次开发技术的轮胎断面高效建模方法(简称CV-CAD-Python方法),搭建了轮胎断面拍摄平台,建立了轮胎断面自动化建模规范流程:首先通过图像采集系统获取轮胎断面图像,采用图像预处理和图像增强技术突出边缘特征;然后选用Canny算子获取轮胎断面边缘特征的像素点坐标;最后采用基于Python语言的AutoCAD软件二次开发技术,每间隔3个像素点进行样条曲线连线,实现了复杂轮胎断面自动化高效建模。本方法可以将轮胎断面建模时间由数小时缩短至1 min,可推广应用于多个领域。 |
英文摘要: |
A efficient modeling method of the tire section that integrated computer vision(CV) technology and secondary development technology of AutoCAD software based on Python language was proposed,which was referred to as CV-CAD-Python method.A photography platform of the tire section was built,and a standardized process for the automation modeling of the tire section was established.Firstly,the section image of the tire section was obtained through an image acquisition system,and image preprocessing and enhancement techniques were used to highlight edge features.Then,the Canny operator was used to obtain the pixel coordinates of the edge features.Finally,using secondary development technology of AutoCAD software based on Python language,the spline curve connections were made every 3 pixels to achieve automated and efficient modeling of complex tire section.This method could shorten modeling time of the tire section from several hours to 1 minute,and could be widely applied in multiple fields. |
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