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Developing a way-finding system on mobile robot assisting visually impaired people in an indoor environment

机译:在移动机器人上开发寻路系统,在室内环境中为视障人士提供帮助

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摘要

A way-finding system in an indoor environment consists of several components: localization, representation, path planning, and interaction. For each component, numerous relevant techniques have been proposed. However, deploying feasible techniques, particularly in real scenarios, remains challenging. In this paper, we describe a functional way-finding system deployed on a mobile robot to assist visual impairments (VI). The proposed system deploys state-of-the-art techniques that are adapted to the practical issues at hand. First, we adapt an outdoor visual odometry technique to indoor use by covering manual markers or stickers on ground-planes. The main purpose is to build reliable travel routes in the environment. Second, we propose a procedure to define and optimize the landmark/representative scenes of the environment. This technique handles the repetitive and ambiguous structures of the environment. In order to interact with VI people, we deploy a convenient interface on a smart phone. Three different indoor scenarios and thirteen subjects are conducted in our evaluations. Our experimental results show that VI people, particularly VI pupils, can find the right way to requested targets.
机译:室内环境中的寻路系统由几个部分组成:定位,表示,路径规划和交互。对于每个组件,已经提出了许多相关技术。但是,尤其是在实际情况下,部署可行的技术仍然具有挑战性。在本文中,我们描述了部署在移动机器人上以辅助视觉障碍(VI)的功能性寻路系统。拟议的系统采用了适应当前实际问题的最新技术。首先,我们通过覆盖地面上的手动标记或贴纸,使室外视觉测距技术适应室内使用。主要目的是在环境中建立可靠的旅行路线。其次,我们提出一种程序来定义和优化环境的地标性/代表性场景。该技术处理环境的重复性和歧义性结构。为了与VI人进行交互,我们在智能手机上部署了方便的界面。在我们的评估中进行了三种不同的室内场景和13个主题。我们的实验结果表明,视障人士(尤其是视障学生)可以找到正确的方法来达到要求的目标。

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