Driver drowsiness monitoring application with graphical user interface
作者： David González-Ortega , Francisco Javier Díaz-Pernas , Mario Martínez-Zarzuela , Míriam Antón-Rodríguez , Freddy José Perozo-Rondón
DOI: 10.1007/978-3-642-35377-2_50
关键词:
摘要: In this paper, we present a computer vision-based application with Graphical User Interface (GUI) to monitor the driver alertness level in real time. Driver is robustly achieved through detection of eye state (open or closed) each frame using Multi-Layer Perceptron (MLP), which used measure PERCLOS (percentage time eyelids are close). The implemented consumer-grade and webcam passive illumination. GUI has been developed FLTK Library can be easily configure monitoring parameters, observe result monitoring, access log files previous monitoring.
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