DocumentCode
60376
Title
Eye Control System Base on Ameliorated Hough Transform Algorithm
Author
Jianbin Xiong ; Weichao Xu ; Wei Liao ; Qinruo Wang ; Jianqi Liu ; Qiong Liang
Author_Institution
Sch. of Comput. & Electron. Inf., Guangdong Univ. of Petrochem. Technol., Maoming, China
Volume
13
Issue
9
fYear
2013
fDate
Sept. 2013
Firstpage
3421
Lastpage
3429
Abstract
This paper proposes an eye control system employing eye gaze tracking techniques that might be helpful for those limb disabled people with healthy eyes. Eye gaze tracking technique is attracting more and more research interest in recent years. With an aim to overcome the shortcomings of existing methods (e.g., high hardware complexity and low detection accuracy), we use the pupil-corneal reflection technique to develop an ameliorated Hough transform algorithm, which is the core unit of the proposed system. We also design a typing function as well as an efficiently blink detection function. With these functions, users can input numbers into the computer with their eyes only through a specifically designed head mount eye control device. Experimental results demonstrate that the proposed ameliorated Hough transform algorithm provides a satisfactory typing accuracy of 87%, much higher than its counterpart in the literature.
Keywords
Hough transforms; control engineering computing; eye; handicapped aids; helmet mounted displays; object tracking; ameliorated Hough transform algorithm; blink detection function; eye control system; eye gaze tracking techniques; head mount eye control device; limb disabled people; pupil-corneal reflection technique; typing accuracy; Gaze tracking; head-mounted display; hough transform algorithm; pupil position;
fLanguage
English
Journal_Title
Sensors Journal, IEEE
Publisher
ieee
ISSN
1530-437X
Type
jour
DOI
10.1109/JSEN.2013.2262934
Filename
6516004
Link To Document