Multiple Eye Detection and Tracking Using Competitive Approaches In Driver Analysis
Keywords:
Boosting, Competitive approach, TrackingAbstract
In this paper the Reliable detection and tracking of eyes is an important requirement for attentive user interfaces. It mainly applied in driver analysis. The system uses a small monochrome security camera that points directly towards the driver’s face and monitors the driver's eyes in order to detect fatigue. In such a case when fatigue is detected, a warning signal is issued to alert the driver. This work describes how to find the eyes, and also how to determine if the eyes are open or closed. If the eyes are found closed for three consecutive frames, the system draws the conclusion that the driver is falling asleep and issues a warning signal. And we present an innovative approach to the problem of eye tracking. They are Region Based Segmentation and Region growing algorithm. A number of traditional eye detectors, chosen for their own properties, are combined by this two different competitive schemes with the aim to obtain a higher degree of robustness and reliability.
References
- Aryuanto Soetedjo, "Eye Detection Based-on Color and Shape Features," in International Journal of Advanced Computer Science and Applications IJACSA ,JUNE 2012.
- Brian He?in, "For Your Eyes Only" IEEE Trans. Pattern Anal. Mach. Intell., vol. 58, no. 3,pp. 478–500, Mar. 2012.
- Mohamed A. El-Sayed, "An Identification System Using Eye Detection Based On Wavelets And Neural Networks" International Journal of Computer and Information Technology (ISSN: 2279 – 0764) Volume 01– Issue 02, November 2012.
- Brian He?in, "For Your Eyes Only" IEEE Trans. Pattern Anal. Mach. Intell., vol. 58, no. 3,pp. 478–500, Mar. 2012.
- Crisafulli, G. Iannizzotto, and F. La Rosa, "Two competitive solutionsto the problem of remote eye-tracking," in Proc. 2nd Int. Conf. HumanSyst. Interact., 2009, pp. 356–362.
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