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Integration of Multi-Camera Vision System for Automatic Robotic Assembly

机译:自动机器人组装多摄像机视觉系统的集成

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An automated assembly cell does not come with the luxury of intelligence. A non-adaptive robot manipulator must have more accurate parts and assembly fixtures to a greater accuracy than their assembly tolerances. Accurate parts presentation and the fixturing of assemblies can be a complex and costly portion of an automated cell. Machine vision can be integrated with the assembly process to effectively and efficiently guide the assembly process. This paper presents a framework for an automatic assembly system that consists of an industrial robot and a three-camera vision system, where the tasks involve object detection, pose estimation during pick and place operations, and assembly verification. Given a pocket calculator as an application, the proposed framework can successfully perform autonomous assembly of a pocket calculator. The experiment results verified the efficacy of the proposed method.
机译:自动组装单元格无助于智能。 非自适应机器人操纵器必须具有比其组装公差更高的精度更精确的零件和组装夹具。 准确的零件呈现和组件的固定装置可以是自动细胞的复杂且昂贵的部分。 机器视觉可以与组装过程集成,以有效和有效地引导组装过程。 本文为自动装配系统提供了一个由工业机器人和三相机视觉系统组成的自动装配系统的框架,其中任务涉及对象检测,拾取期间的对象检测,以及装配操作期间的姿势估计和装配验证。 给出一个袖珍计算器作为应用程序,所提出的框架可以成功地执行口袋计算器的自主组装。 实验结果验证了所提出的方法的功效。

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