智能步行者:面向老年人的智能机器人步行者

Jiwon Shin, David Itten, A. Rusakov, B. Meyer
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引用次数: 8

摘要

本文介绍了智能步行者,并评估了步行者及其基于手势的界面对老年人的适用性和实用性。作为普通步行器的高科技延伸,SmartWalker旨在帮助用户智能地在周围环境中自主导航。配备了传感器和执行器,原型接受手势指令并相应地导航。基于手势的界面使用带有动态时间扭曲的k近邻分类器来识别手势,使用Viola和Jones面部检测器来定位用户。我们对苏黎世五家不同养老院的23名居民和8名工作人员进行了评估。老年人觉得智能步行者很有用,也很令人兴奋,但很少有人愿意用机器人步行者取代他们的步行者。他们的不情愿可能源于助行器的大小和重量,以及他们对技术的不熟悉。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
SmartWalker: Towards an Intelligent Robotic Walker for the Elderly
This paper presents SmartWalker and evaluates the appropriateness and usefulness of the walker and its gesture-based interface for the elderly. As a high-tech extension of a regular walker, the SmartWalker aims to assist its user intelligently and navigate around its environment autonomously. Equipped with sensors and actuators, the prototype accepts gesture commands and navigates around accordingly. The gesture-based interface uses a k-nearest neighbours classifier with dynamic time warping to recognize gestures and the Viola and Jones face detector to locate the user. We evaluated the walker with 23 residents and eight staff members at five different retirement homes in Zurich. The elderly found the SmartWalker useful and exciting, but few were willing to replace their walkers by robotic walkers. Their reluctance may stem from the walker's size and weight and their unfamiliarity with technology.
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