自动装配中微型零件测量的视觉系统参数调整及图像处理算法

W. Xiaodong, Chen Yong, Luo Yi, Chen Liang, Ma Tianming, Teng Lin
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引用次数: 2

摘要

小世界中的自动装配提出了许多挑战。针对微型零件视野受限、多样性和表面条件恶劣的情况,提出了一种具有操作者交互作用的两层结构。这两个层分别为组装应用程序的用户和开发人员指定。前者根据零件的特征,通过动态照明控制接口调整视觉参数,后者利用图像处理工具制定合理的特征提取策略,实现零件位置和方向的测量。它具有通用的图像处理算法,既可以单独应用,也可以集成到一个装配系统中,方便开发人员调整图像处理策略。该操作交互功能可以提高零件识别和定位的准确性,提高产品装配的成功率,缩短软件开发周期。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Adjustment of vision system parameters and image processing algorithms for measurement of miniature parts in automatic assembly
Automatic assembly in the small world presents many challenges. In order to fulfill precise measurement with limitation of vision field, diversity and severe surface condition of miniature parts, a two-layered architecture with operator interaction is proposed. These two layers specify for user and developer of the assembly application respectively. Based on part's feature, the former adjusts vision parameters with the interface of dynamic illumination control and the later develops reasonable feature extraction strategy for measurement of part's position and orientation with an image processing tool. With general image processing algorithms, it can not only be applied by itself, but also be integrated into an assembly system to facilitate developer to adjust image processing strategy. This operator interaction function can improve the accuracy of recognizing and locating part, promote the success ratio of product assembly and shorter the period of software development as well.
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