The advancement of embedded system for detecting and preventing drowsiness in a vehicle is a major challenge for road traffic accident systems. To prevent drowsiness while driving, it is necessary to have an alert system that can detect a decline in driver concentration and send a signal to the driver. Studies have shown that traffic accidents usually occur when the driver is distracted while driving. In this paper, we have reviewed a number of detection systems to monitor the concentration of a car driver and propose a portable Driver Alertness Detection System (DADS) to determine the level of concentration of the driver based on pixelated coloration detection technique using facial recognition. A portable camera will be placed at the front visor to capture facial expression and the eye activities. We evaluate DADS using 26 participants and have achieved 100% detection rate with good lighting condition and a low detection rate at night.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Microcontroller based driver alertness detection systems to detect drowsiness


    Beteiligte:
    Adenin, Hasibah (Autor:in) / Zahari, Rahimi (Autor:in) / Lim, Tiong Hoo (Autor:in)

    Kongress:

    Ninth International Conference on Graphic and Image Processing (ICGIP 2017) ; 2017 ; Qingdao,China


    Erschienen in:

    Proc. SPIE ; 10615


    Erscheinungsdatum :

    10.04.2018





    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    Predictive Analysis of Alertness Related Features for Driver Drowsiness Detection

    Kumar, Sachin / Kalia, Anushtha / Sharma, Arjun | Springer Verlag | 2018


    Quantification of Alertness and Evaluation Method for Vision Based Driver Drowsiness and Alertness Warning System

    Akbar Badusha, A / Balasubrahmanyan, Chappagadda / Viswanatham, Satish | SAE Technical Papers | 2024



    Driver drowsiness detection

    YANG HSIN-HSIANG / PRAKAH-ASANTE KWAKU O | Europäisches Patentamt | 2015

    Freier Zugriff

    Preventing drowsiness accidents by an alertness maintenance device

    Verwey, W. B. / Zaidel, D. M. | TIBKAT | 1997