演示:用于高帧率视觉伺服的嵌入式视觉系统

Zhenyu Ye, Yifan He, R. Pieters, B. Mesman, H. Corporaal, P. Jonker
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引用次数: 10

摘要

商用现成工业相机的帧率正在突破每秒1000帧的阈值,这是高性能运动控制系统所需的采样率。一方面,它使计算机视觉成为一种具有成本效益的反馈源;另一方面,它对视觉处理系统提出了多重挑战。作者设计并实现了一个基于fpga的嵌入式视觉系统,支持高帧率的视觉伺服应用。该视觉系统将与基于视觉的喷墨打印的机械系统一起演示。该演示表明,使用现成的组件,鲁棒,硬实时,低延迟嵌入式视觉系统对于工业应用是可行的。实验的研究方面已经发表在作者之前的论文中。本示范文件着重讨论了实施这一制度的实际问题,以及从这一实践中得到的经验教训。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Demo: An embedded vision system for high frame rate visual servoing
The frame rate of commercial off-the-shelf industrial cameras is breaking the threshold of 1000 frames-per-second, the sample rate required in high performance motion control systems. On the one hand, it enables computer vision as a cost-effective feedback source; On the other hand, it imposes multiple challenges on the vision processing system. The authors have designed and implemented an FPGA-based embedded vision system in support of high frame rate visual servoing applications. The vision system will be demonstrated together with a mechanical system for vision based inkjet printing. This demonstration shows that, with off-the-shelf components, a robust, hard realtime, low delay embedded vision system is feasible for industrial applications. The research aspect of the experiment has been published in previous papers of the authors. This demonstration paper emphasises on the practical issues for the implementation of such system, and the lessons learned from this practice.
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