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Mobile Robot Self-Localization System Using Single Webcam Distance Measurement Technology in Indoor Environments

机译:在室内环境中使用单摄像头测距技术的移动机器人自我定位系统

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摘要

A single-webcam distance measurement technique for indoor robot localization is proposed in this paper. The proposed localization technique uses webcams that are available in an existing surveillance environment. The developed image-based distance measurement system (IBDMS) and parallel lines distance measurement system (PLDMS) have two merits. Firstly, only one webcam is required for estimating the distance. Secondly, the set-up of IBDMS and PLDMS is easy, which only one known-dimension rectangle pattern is needed, i.e., a ground tile. Some common and simple image processing techniques, i.e., background subtraction are used to capture the robot in real time. Thus, for the purposes of indoor robot localization, the proposed method does not need to use expensive high-resolution webcams and complicated pattern recognition methods but just few simple estimating formulas. From the experimental results, the proposed robot localization method is reliable and effective in an indoor environment.
机译:提出了一种用于室内机器人定位的单摄像头测距技术。拟议的本地化技术使用现有监视环境中可用的网络摄像头。所开发的基于图像的距离测量系统(IBDMS)和平行线距离测量系统(PLDMS)具有两个优点。首先,仅需要一个网络摄像头即可估算距离。其次,IBDMS和PLDMS的设置很容易,只需要一个已知尺寸的矩形图案,即地砖。一些常见和简单的图像处理技术(即背景减法)用于实时捕获机器人。因此,出于室内机器人定位的目的,所提出的方法不需要使用昂贵的高分辨率网络摄像头和复杂的模式识别方法,仅需几个简单的估计公式即可。从实验结果来看,所提出的机器人定位方法在室内环境下是可靠有效的。

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