DocumentCode
2336727
Title
Discrete eye tracking based on PCA and neural classifier
Author
Raudonis, Vidas ; Simutis, Rimvydas ; Narvydas, Gintautas
Author_Institution
Kaunas Univ. of Technol., Kaunas
fYear
2008
fDate
25-27 May 2008
Firstpage
237
Lastpage
241
Abstract
this work presents the discrete eye tracking system which is based on principal component analysis (PCA) and the neural classifier. The system use head mounted device. The user wears an ordinary cap with mounted on it Web-cam and mirror which reflects the eye to the camera. The system was tested with two on-line applications. First - the control of the mobile robot in the maze and second application is the text writing program ldquoEyeWriterrdquo. Over 20 commands per second can be generated using presented eye tracking system.
Keywords
eye; human computer interaction; image classification; neural nets; principal component analysis; EyeWriter; PCA; discrete eye tracking; head mounted device; mobile robot control; neural classifier; principal component analysis; text writing program; Application software; Calibration; Cameras; Computer displays; Hardware; Head; Humans; Mobile robots; Principal component analysis; Writing; PCA; eye tracking system; human computer interaction;
fLanguage
English
Publisher
ieee
Conference_Titel
Human System Interactions, 2008 Conference on
Conference_Location
Krakow
Print_ISBN
978-1-4244-1542-7
Electronic_ISBN
978-1-4244-1543-4
Type
conf
DOI
10.1109/HSI.2008.4581440
Filename
4581440
Link To Document