Integrating computer vision libraries in networked robotic systems

E. Cervera
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引用次数: 1

Abstract

The niche where computer vision software meets networked robotics remains unfilled so far. Descending costs, and technological advances in wireless communications, digital video capture, and computing power provides roboticists with powerful yet affordable tools to develop cooperative, distributed, vision-based control tasks. This paper presents a consistent framework for such networked, visually-controlled environments, where the main assumption is that video may be captured, processed, and used for control in different machines across the network. To do so, care has been taken in order to ensure efficiency, scalability, and reusability of software. The presented framework aims to seamlessly integrate rock-solid, fast, existing vision processing libraries within a cross-platform, distributed environment, based on Java and agents. Different applications in real setups are envisioned.
在网络化机器人系统中集成计算机视觉库
到目前为止,计算机视觉软件与网络机器人相结合的利基市场仍未得到填补。无线通信、数字视频捕捉和计算能力方面的成本下降和技术进步,为机器人专家提供了强大而实惠的工具,以开发协作、分布式、基于视觉的控制任务。本文为这种网络化的视觉控制环境提出了一个一致的框架,其中主要假设是视频可以在网络上的不同机器中被捕获、处理和用于控制。为此,为了确保软件的效率、可伸缩性和可重用性,已经采取了谨慎的措施。所提出的框架旨在无缝地将坚如磐石的、快速的、现有的视觉处理库集成到一个基于Java和代理的跨平台分布式环境中。在实际设置中设想了不同的应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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