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Flag of Sri Lanka Galle, Sri Lanka
Member since December, 2009
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Interested in 'difficult to solve' projects... Love machine learning...
$30 USD/hr
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BSc Hons in Computer Science and Engineering

2009 - 2014 (5 years)


Efficient PERCLOS and Gaze Measurement Methodologies to Estimate Driver Attention in Real Time

Drivers not being cautious enough is one of the major reasons for many of today’s fatal road accidents. Drivers being fatigued or distracted have been identified as the main two reasons behind drivers losing their attention. PERCLOS and gaze estimation are two visual cue based parameters which can be used to estimate driver drowsiness and distraction respectively. This paper describes advanced and efficient methodologies for obtaining these two parameters. We use an infrared sensitive camera equipped with