Title :
Development of a robust active infrared-based eye tracker
Author :
Coetzer, Reinier C. ; Hancke, Gerhard P.
Author_Institution :
Dept. of Electr., Electron. & Comput. Eng., Univ. of Pretoria, Pretoria, South Africa
Abstract :
Eye tracking has a number of useful applications ranging from monitoring a vehicle driver for possible signs of fatigue, providing an interface to enable severely disabled people to communicate with others, to a number of medical applications. Most eye tracking applications require a non-intrusive way of tracking the eyes, making a camera-based approach a natural choice. However, although significant progress has been made in recent years, modern eye tracking systems still have not overcome a number of challenges including eye occlusions, variable ambient lighting conditions and inter-subject variability. This study describes the development of a robust real-time camera-based eye tracker, which is mainly suitable for indoor applications. The developed eye tracker relies on the so-called bright/dark pupil effect for both the eye detection and eye tracking phases. Furthermore, this study also aims to determine how strong the bright/dark pupil effect is among people from an African ethnical background, a feature that is very relevant to a country such as South Africa.
Keywords :
cameras; gaze tracking; infrared imaging; lighting; object detection; object tracking; African ethnical background; South Africa; bright/dark pupil effect; camera-based approach; disabled people; eye detection; eye occlusions; eye tracking applications; eye tracking systems; fatigue; indoor applications; inter-subject variability; medical applications; robust active infrared-based eye tracker development; robust real-time camera-based eye tracker development; variable ambient lighting conditions; vehicle driver monitoring;
Journal_Title :
Computer Vision, IET
DOI :
10.1049/iet-cvi.2013.0251