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
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