Driver Drowsiness Detection Based on Eye Analysis

被引:0
|
作者
Ursulescu, Oana [1 ]
Ilies, Betina [1 ]
Simion, Georgiana [1 ]
机构
[1] Politehn Univ Timioara, Appl Elect Dept, Timisoara, Romania
关键词
blinking; driving; drowsiness; eye; face; FACE DETECTION; SUBJECTIVE SLEEPINESS; PERFORMANCE; SYSTEM;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Safe car driving has become a priority in everyday life. The main reason for designing a real time system which monitors the state of the driver's eyes is related to a decrease in car crashes that will benefit millions of people around the world. This work proposes a method to detect and to monitor the eyes of the driver, more precisely it analyses the eyes and check if they are closed or open. The number of frames in which eyes are closed is determined. When this number of frames is above a certain threshold, the driver will get a visual warning, on the navigation display, that points out he is drowsy.
引用
收藏
页码:11 / 14
页数:4
相关论文
共 50 条
  • [21] CNN Based Driver Drowsiness Detection System Using Emotion Analysis
    Chand, H. Varun
    Karthikeyan, J.
    INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2022, 31 (02): : 717 - 728
  • [22] A Systematic Review on Driver Drowsiness Detection Using Eye Activity Measures
    Kolus, Ahmet
    IEEE ACCESS, 2024, 12 : 97969 - 97993
  • [23] Eye blinking-based method for detecting driver drowsiness
    Ma'touq, Jumana
    Al-Nabulsi, Jamal
    Al-Kazwini, Akeel
    Baniyassien, Ahmed
    Al-Haj Issa, Ghassan
    Mohammad, Haitham
    Journal of Medical Engineering and Technology, 2014, 38 (08): : 416 - 419
  • [24] Driver drowsiness detection based on novel eye openness recognition method and unsupervised feature learning
    Han, Wei
    Yang, Yan
    Huang, Guang-Bin
    Sourina, Olga
    Klanner, Felix
    Denk, Cornelia
    2015 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC 2015): BIG DATA ANALYTICS FOR HUMAN-CENTRIC SYSTEMS, 2015, : 1470 - 1475
  • [25] Real-Time Driver Drowsiness Detection System Using Dlib based on Driver Eye/Mouth Monitoring Technology
    Al-Sabban, Wesam H.
    COMMUNICATIONS IN MATHEMATICS AND APPLICATIONS, 2022, 13 (02): : 807 - 822
  • [26] DRIVER DROWSINESS DETECTION SYSTEM
    Alshaqaqi, Belal
    Baquhaizel, Abdullah Salem
    Ouis, Mohamed El Amine
    Boumehed, Meriem
    Ouamri, Abdelaziz
    Keche, Mokhtar
    2013 8TH INTERNATIONAL WORKSHOP ON SYSTEMS, SIGNAL PROCESSING AND THEIR APPLICATIONS (WOSSPA), 2013, : 151 - 155
  • [27] Detection of Driver's Drowsiness by Means of HRV Analysis
    Vicente, Jose
    Laguna, Pablo
    Bartra, Ariadna
    Bailon, Raquel
    2011 COMPUTING IN CARDIOLOGY, 2011, 38 : 89 - 92
  • [28] A comparative analysis on driver drowsiness detection using CNN
    Thiruvalar, V. Naren
    Vimal, E.
    INTERNATIONAL JOURNAL OF NONLINEAR ANALYSIS AND APPLICATIONS, 2021, 12 : 1835 - 1843
  • [29] Embedded system based driver drowsiness detection system
    Islam, Syed Zahidul
    Ali, Mohd Alauddin Mohd
    bin Jidin, Razali
    Islam, Syed Zahurul
    SECOND INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING, 2010, 7546
  • [30] Driver's drowsiness detection based on visual information
    Javier Flores, Marco
    Maria Armingol, Jose
    de la Escalera, Arturo
    ICINCO 2008: PROCEEDINGS OF THE FIFTH INTERNATIONAL CONFERENCE ON INFORMATICS IN CONTROL, AUTOMATION AND ROBOTICS, VOL RA-2: ROBOTICS AND AUTOMATION, VOL 2, 2008, : 30 - 35