MyJournals Home  

RSS FeedsSensors, Vol. 19, Pages 3630: Development of an Eye Tracking-Based Human-Computer Interface for Real-Time Applications (Sensors)

 
 

20 august 2019 20:03:14

 
Sensors, Vol. 19, Pages 3630: Development of an Eye Tracking-Based Human-Computer Interface for Real-Time Applications (Sensors)
 




In this paper, the development of an eye-tracking-based human–computer interface for real-time applications is presented. To identify the most appropriate pupil detection algorithm for the proposed interface, we analyzed the performance of eight algorithms, six of which we developed based on the most representative pupil center detection techniques. The accuracy of each algorithm was evaluated for different eye images from four representative databases and for video eye images using a new testing protocol for a scene image. For all video recordings, we determined the detection rate within a circular target 50-pixel area placed in different positions in the scene image, cursor controllability and stability on the user screen, and running time. The experimental results for a set of 30 subjects show a detection rate over 84% at 50 pixels for all proposed algorithms, and the best result (91.39%) was obtained with the circular Hough transform approach. Finally, this algorithm was implemented in the proposed interface to develop an eye typing application based on a virtual keyboard. The mean typing speed of the subjects who tested the system was higher than 20 characters per minute.


Del.icio.us Digg Facebook Google StumbleUpon Twitter
 
40 viewsCategory: Chemistry, Physics
 
Materials, Vol. 12, Pages 2646: Triazine-Acceptor-Based Green Thermally Activated Delayed Fluorescence Materials for Organic Light-Emitting Diodes (Materials)
Sensors, Vol. 19, Pages 3629: Adaptive Neuro-Fuzzy Fusion of Multi-Sensor Data for Monitoring a Pilot`s Workload Condition (Sensors)
 
 
blog comments powered by Disqus


MyJournals.org
The latest issues of all your favorite science journals on one page

Username:
Password:

Register | Retrieve

Search:

Physics

Use these buttons to bookmark us:
Del.icio.us Digg Facebook Google StumbleUpon Twitter


Valid HTML 4.01 Transitional
Copyright © 2008 - 2019 Indigonet Services B.V.. Contact: Tim Hulsen. Read here our privacy notice.
Other websites of Indigonet Services B.V.: Nieuws Vacatures News Tweets Travel Photos Nachrichten Indigonet Finances Leer Mandarijn