Fatigue Detector Using Eyelid Blinking and Mouth Yawning

被引:0
|
作者
Noor, Helmi Adly Mohd [1 ]
Ibrahim, Rosziati [1 ]
机构
[1] Univ Tun Hussein Onn Malaysia, Johor Baharu, Malaysia
来源
关键词
Image processing; Fatigue detection; Eyelid blinking; Yawning theory;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Matlab is a well-known tool for processing images. It provides engineers, scientists, and researchers with an intuitive, flexible environment for solving complex imaging problems. For measurement of human's fatigue level, the images for the eyelid blinking or mouth yawning can be processed using Matlab in order to exhibit that the human is fatigue or not. This paper discusses the algorithm that combines 2 factors (eyelid blinking and mouth yawning) for measurement of human's fatigue level. The purpose of combining these 2 factors is to get a better measurement of the level of human fatigue due to drowsiness. The process and activities in this algorithm are elaborated in details as a guide and reference to build a prototype using Matlab programming language software. Insight acquired through this study is expected to be useful for the development of simulation. This research and invention will be a technological solution to address some human problems such as accident prevention and safety for transportation used and also for educational area.
引用
收藏
页码:134 / 141
页数:8
相关论文
共 50 条
  • [1] A framework for measurement of human's fatigue level using 2 factors (eyelid blinking and mouth yawning)
    Noor, Helmi Adly Mohd.
    Ibrahim, Rosziati
    2008 INTERNATIONAL CONFERENCE ON COMPUTER AND COMMUNICATION ENGINEERING, VOLS 1-3, 2008, : 414 - 418
  • [2] Image Processing Using Eyelid Blinking And Mouth Yawning to Measure Human's Fatigue Level.
    Noor, Helmi Adly Molid.
    Ibrahim, Rosziati
    2009 THIRD ASIA INTERNATIONAL CONFERENCE ON MODELLING & SIMULATION, VOLS 1 AND 2, 2009, : 326 - 331
  • [3] Driver Fatigue Detection Using Mouth and Yawning Analysis
    Saradadevi, Mandalapu
    Bajaj, Preeti
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2008, 8 (06): : 183 - 188
  • [4] Hypovigilence analysis: Open or closed eye or mouth ? Blinking or yawning frequency ?
    Benoit, A
    Caplier, A
    AVSS 2005: Advanced Video and Signal Based Surveillance, Proceedings, 2005, : 207 - 212
  • [5] Eyelid movements in blinking
    Ruskell, GL
    Hashim, R
    Thomson, WD
    VISION RESEARCH, 1996, 36 : 2342 - 2342
  • [6] Tinnitus related to eyelid blinking
    Kim, Bo Gyung
    Bang, Mi-Young
    Kim, Da Hee
    Moon, In Seok
    AURIS NASUS LARYNX, 2013, 40 (05) : 518 - 520
  • [7] Blinking and upper eyelid morphology
    Shew, William
    Muntz, Alex
    Dean, Simon J.
    Pult, Heiko
    Wang, Michael T. M.
    Craig, Jennifer P.
    CONTACT LENS & ANTERIOR EYE, 2022, 45 (06):
  • [8] TINNITUS RELATED TO EYELID BLINKING
    RAJAH, V
    JOURNAL OF LARYNGOLOGY AND OTOLOGY, 1992, 106 (01): : 44 - 45
  • [9] Blinking and eyelid myoclonia: Characteristics and correlations of eyelid movements
    da Conceicao, Priscila Oliveira
    Bittar Guaranha, Mirian Salvadori
    Pedroso Uchida, Carina Goncalves
    Carvalho, Kelly
    Guilhoto, Laura M. F. F.
    De Araujo-Filho, Gerardo M.
    Carrete Junior, Henrique
    Wolf, Peter
    Targas Yacubian, Elza Marcia
    SEIZURE-EUROPEAN JOURNAL OF EPILEPSY, 2015, 24 : 12 - 16
  • [10] Blinking Characterization by the Eyelid Motion Monitor
    Hanuka, A.
    Pearl, N.
    Laufer, S.
    Levinkron, O.
    Schachter, L.
    Briscoe, D.
    2017 IEEE INTERNATIONAL CONFERENCE ON MICROWAVES, ANTENNAS, COMMUNICATIONS AND ELECTRONIC SYSTEMS (COMCAS), 2017, : 66 - 69