使用相对锚的智能对象锚定

T. Heyer, A. Graser
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引用次数: 3

摘要

对象锚定是一个非常重要和有用的概念,特别是对于机器人系统来说,它使用两个不同的层次来表示对象,符号和子符号。从传感器获取的正确子符号信息必须与指向同一物理对象的符号描述相结合,这通常是一个耗时且容易出错的过程,例如,由于使用机器视觉检测不成功。本文使用相对锚点对锚定概念进行了扩展,它提供了一种智能对象表示,并允许减少必要的机器视觉操作。此外,还考虑了用于检测的算法给出的不准确性,并用于增强目标锚定。在一个图书馆场景的机器人系统上对该概念进行了评估,并给出了效益。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Intelligent object anchoring using relative anchors
Object anchoring is a very important and useful concept, especially for robotic systems which use two different levels to represent objects, symbolic and sub-symbolic. The right sub-symbolic information acquired from sensors have to be combined with the symbolic description that points to the same physical object which is often a time-consuming and error-prone procedure, e.g. due to unsuccessful detection using machine vision. In this paper an extension of this anchoring concept is given using relative anchors which presents an intelligent object representation and allows the reduction of necessary machine vision operations. Also the inaccuracies given by the algorithms used for detection are taken into account and used to enhance the object anchoring. The concept is evaluated on a robotic system in a library scenario and the benefit is presented.
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