DocumentCode :
1600769
Title :
SmartWalker: Towards an Intelligent Robotic Walker for the Elderly
Author :
Jiwon Shin ; Itten, David ; Rusakov, Andrey ; Meyer, Bertrand
Author_Institution :
Dept. of Comput. Sci., ETH Zurich, Zurich, Switzerland
fYear :
2015
Firstpage :
9
Lastpage :
16
Abstract :
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.
Keywords :
assisted living; face recognition; gesture recognition; handicapped aids; image classification; intelligent robots; mobile robots; robot vision; SmartWalker; Zϋrich; actuators; dynamic time warping; elderly person; face detector; gesture commands; gesture recognition; gesture-based interface; intelligent robotic walker; k-nearest neighbor classifier; retirement homes; sensors; walker appropriateness evaluation; walker size; walker usefulness evaluation; walker weight; Detectors; Face; Face recognition; Gesture recognition; Legged locomotion; Senior citizens; ambient assisted living; robotics; user study;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Environments (IE), 2015 International Conference on
Conference_Location :
Prague
Type :
conf
DOI :
10.1109/IE.2015.10
Filename :
7194265
Link To Document :
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