6533b829fe1ef96bd128af72
RESEARCH PRODUCT
Bright Pupil Detection in an Embedded, Real-Time Drowsiness Monitoring System
Filippo SorbelloAlessandra De PaolaSalvatore Vitabilesubject
Settore ING-INF/05 - Sistemi Di Elaborazione Delle InformazioniRetinaComputer sciencebusiness.industrymedia_common.quotation_subjectFrame (networking)ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISIONProcess (computing)Video cameraMonitoring systemPupillaw.inventionStream processingReal-time Systems Drowsiness Monitoringmedicine.anatomical_structurelawmedicineComputer visionArtificial intelligenceFunction (engineering)businessmedia_commondescription
Driver’s drowsiness is stated as an important cause of road and highway accidents. Therefore, the development of a system for monitoring the driver’s level of fatigue is desirable in order to prevent accidents. The paper presents the design and the implementation of a system able to find and evidence the drowsiness level of a driver in an ordinary motor vehicle, in order to prevent car accidents. The system, made up of a car installed infrared video camera connected to the Celoxica RC203E FPGA based board, is able to perform a real time video stream processing. The system exploits the “bright pupil” phenomenon produced by the retina, that reflects the 90% of the incident light when a radiation of 850 nm wavelength hit the retina itself. While acquiring the video, a processing chain is executed to detect driver’s eyes and to compute a PERCLOS (Percentage of Eye Closure) function linked to the drowsiness level of a driver. The achieved experimental results show that an entire 720*576 frame processing requires only 16.7ms, so that the system is able to perform real-time PAL video stream processing and has the potentiality to process 60 frames/sec. The effectiveness of the proposed drowsiness detection system has been successfully tested with a human subject in real operating condition, tracking driver’s eyes and detecting drowsiness failures.
year | journal | country | edition | language |
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2010-04-01 | 2010 24th IEEE International Conference on Advanced Information Networking and Applications |