A Novel Method for Fatigue Detection Based on Fuzzy Logic

被引：0
作者：
Dong, Huailin [1 ]
Chen, Weijin [1 ]
Wu, Qingfeng [1 ]
机构：
[1] Xiamen Univ, Software Sch, Xiamen, Fujian Province, Peoples R China
来源：
ADVANCES IN SCIENCE AND ENGINEERING, PTS 1 AND 2 | 2011年 / 40-41卷
关键词：
fuzzy logic; image processing; fatigue detection;
D O I：
10.4028/www.scientific.net/AMM.40-41.560
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
The problem of fatigue is becoming one of the factors impacting on the working and studying people. Therefore, how to detect whether the people are tired simply and effectively is paid attention to by more and more researchers. A novel method of fatigue testing based on fuzzy logic and image processing is proposed in this paper. Firstly, positive map and side elevation are extracted through camera device. Then motion detection determined to locate human faces and the frequency of eyes opening and closing is derived by using image processing techniques. Finally the angle between the head and the shoulder is calculated combined with a representation of time function and a fatigue threshold is set up. All of these are determined to estimate the degree of fatigue. Experimental results show that, the method can quickly detect the degree of fatigue simply.
引用
收藏
页码：560 / 565
页数：6
相关论文
共 50 条
  • [41] Novel classification method for sensitive problems and uneven datasets based on neural networks and fuzzy logic
    Vannucci, Marco
    Colla, Valentina
    APPLIED SOFT COMPUTING, 2011, 11 (02) : 2383 - 2390
  • [42] A Novel Fuzzy Logic-Based Text Classification Method for Tracking Rare Events on Twitter
    Lu, Xiaoyu Sean
    Zhou, Mengchu
    Wu, Keyuan
    IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 51 (07): : 4324 - 4333
  • [43] Method of Assessing the State of Monuments based on Fuzzy Logic
    Telenyk, Sergii
    Czajkowski, Krzysztof
    Bidiuk, Petro
    Zharikov, Eduard
    PROCEEDINGS OF THE 2019 10TH IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT DATA ACQUISITION AND ADVANCED COMPUTING SYSTEMS - TECHNOLOGY AND APPLICATIONS (IDAACS), VOL. 1, 2019, : 500 - 506
  • [44] Authentication Method for the Keyboard Usage Based on Fuzzy Logic
    Tushkanov, Evgeny V.
    Kuznetsova, Olga V.
    Kuznetsov, Alexander Yu.
    PROCEEDINGS OF THE 2017 INTERNATIONAL CONFERENCE QUALITY MANAGEMENT,TRANSPORT AND INFORMATION SECURITY, INFORMATION TECHNOLOGIES (IT&QM&IS), 2017, : 117 - 120
  • [45] Handwritten signature recognition method based on fuzzy logic
    Anikin, Igor V.
    Anisimova, Ellina S.
    2016 DYNAMICS OF SYSTEMS, MECHANISMS AND MACHINES (DYNAMICS), 2016,
  • [46] A flexible arrhythmia discrimination method based on fuzzy logic
    Sugiura, T
    Izumi, T
    Hirata, H
    Okita, Y
    Suzuki, K
    Kazui, T
    IEEE-EMBS ASIA PACIFIC CONFERENCE ON BIOMEDICAL ENGINEERING - PROCEEDINGS, PTS 1 & 2, 2000, : 517 - 518
  • [47] Optimized Text Summarization method based on Fuzzy Logic
    Premakumara, Nilantha
    Shiranthika, Chamani
    Shyalika, Chathurangi
    Bandara, Surangani
    2022 2ND INTERNATIONAL CONFERENCE ON IMAGE PROCESSING AND ROBOTICS (ICIPROB), 2022,
  • [48] Fuzzy-Logic Decision Fusion for Nonintrusive Early Detection of Driver Fatigue or Drowsiness
    Malcangi, Mario
    ENGINEERING APPLICATIONS OF NEURAL NETWORKS (EANN 2014), 2014, 459 : 59 - 70
  • [49] Image Analysis Based On Fuzzy Logic
    Amza, Catalin Gheorghe
    PROCEEDINGS OF THE 1ST WSEAS INTERNATIONAL CONFERENCE ON VISUALIZATION, IMAGING AND SIMULATION (VIS'08): RECENT ADVANCES IN VISUALIZATION, IMAGING AND SIMULATION, 2008, : 115 - 120
  • [50] Application of Fuzzy Logic in Description of Fatigue of Concrete
    Sykorova, J.
    Stemberk, P.
    MECHANIKA 2012: PROCEEDINGS OF THE 17TH INTERNATIONAL CONFERENCE, 2012, : 277 - 281
12345