DocumentCode :
1531413
Title :
A Wearable, Wireless Gaze Tracker with Integrated Selection Command Source for Human‐Computer Interaction
Author :
Rantanen, Ville ; Vanhala, Toni ; Tuisku, Outi ; Niemenlehto, Pekka-Henrik ; Verho, Jarmo ; Surakka, Veikko ; Juhola, Martti ; Lekkala, Jukka
Author_Institution :
Dept. of Autom. Sci. & Eng., Tampere Univ. of Technol., Tampere, Finland
Volume :
15
Issue :
5
fYear :
2011
Firstpage :
795
Lastpage :
801
Abstract :
A light-weight, wearable, wireless gaze tracker with integrated selection command source for human-computer interaction is introduced. The prototype system combines head-mounted, video-based gaze tracking with capacitive facial movement detection that enable multimodal interaction by gaze pointing and making selections with facial gestures. The system is targeted mainly to disabled people with limited mobility over their hands. The hardware was made wireless to remove the need to take off the device when moving away from the computer, and to allow future use in more mobile contexts. The algorithms responsible for determining the eye and head orientations to map gaze direction to on-screen coordinates are presented together with the one to detect movements from the measured capacitance signal. Point-and-click experiments were conducted to assess the performance of the multimodal system. The results show decent performance in laboratory and office conditions. The overall point-and-click accuracy in the multimodal experiments is comparable to the errors in previous research on head-mounted, single modality gaze tracking that does not compensate for changes in head orientation.
Keywords :
bioelectric potentials; biomechanics; body area networks; face recognition; gesture recognition; getters; handicapped aids; helmet mounted displays; human computer interaction; medical computing; neuromuscular stimulation; wearable computers; capacitance signal; capacitive facial movement detection; disabled people; eye orientation; facial gesture selection; gaze pointing; head orientation; human-computer interaction; integrated selection command source; limited hand mobility; multimodal interaction; multimodal system performance; on-screen coordinate; point-and-click experiment; single modality gaze tracking; video-based gaze tracking; wearable computer; wireless gaze tracker; wireless hardware; Cameras; Computers; Laboratories; Prototypes; Target tracking; Wireless communication; Assistive technology; capacitive facial movement detection; gaze tracking; human‐computer interaction; multimodal interaction; Algorithms; Humans; Movement; User-Computer Interface; Vision, Ocular;
fLanguage :
English
Journal_Title :
Information Technology in Biomedicine, IEEE Transactions on
Publisher :
ieee
ISSN :
1089-7771
Type :
jour
DOI :
10.1109/TITB.2011.2158321
Filename :
5782988
Link To Document :
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