26 February 2010 Embedded system based driver drowsiness detection system
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Proceedings Volume 7546, Second International Conference on Digital Image Processing; 754614 (2010) https://doi.org/10.1117/12.856005
Event: Second International Conference on Digital Image Processing, 2010, Singapore, Singapore
Abstract
This paper presents a System-on-Chip (SoC) visual-based driver drowsiness detection system. The system is able to promptly detect the onset of driver drowsiness by monitoring in real-time the accumulated driver's PERCLOS, i.e. proportion of time driver's eyes are closed in a 1-minute interval through non-intrusive camera(s). FPGA hardware is used as its processing platform along with Viola-Jones object detection algorithm. Viola-Jones algorithm uses Haar-like features along with AdaBoost algorithm to achieve good detection performance.
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Syed Zahidul Islam, Syed Zahidul Islam, Mohd Alauddin Mohd Ali, Mohd Alauddin Mohd Ali, Razali bin Jidin, Razali bin Jidin, Syed Zahurul Islam, Syed Zahurul Islam, } "Embedded system based driver drowsiness detection system", Proc. SPIE 7546, Second International Conference on Digital Image Processing, 754614 (26 February 2010); doi: 10.1117/12.856005; https://doi.org/10.1117/12.856005
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