Wheelchair Control System based Eye Gaze

被引:0
|
作者
Amer, Samar Gamal [1 ]
Kamh, Sanaa A. [1 ]
Elshahed, Marwa A. [1 ]
Ramadan, Rabie A. [2 ]
机构
[1] Ain Shams Univ, Fac Women, Dept Phys, Cairo, Egypt
[2] Cairo Univ, Fac Engn, Comp Engn Dept, Cairo, Egypt
关键词
Dilip; numpy; gaze ratio; facial landmarks points; deep learning;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The inability to control the limbs is the main reason that affects the daily activities of the disabled which causes social restrictions and isolation. More studies were performed to help disabilities for easy communication with the outside world and others. Various techniques are designed to help the disabled in carrying out daily activities easily. Among these technologies is the Smart Wheelchair. This research aims to develop a smart eye-controlled wheelchair whose movement depends on eye movement tracking. The proposed Wheelchair is simple in design and easy to use with low cost compared with previous Wheelchairs. The eye movement was detected through a camera fixed on the chair. The user's gaze direction is obtained from the captured image after some processing and analysis. The order is sent to the Arduino Uno board which controls the wheelchair movement. The Wheelchair performance was checked using different volunteers and its accuracy reached 94.4% with a very short response time compared with the other existing chairs.
引用
收藏
页码:889 / 894
页数:6
相关论文
共 50 条
  • [41] Robust Eye Features Extraction Based on Eye Angles for Efficient Gaze Classification System
    Jabber, Noor H.
    Hashim, Ivan A.
    [J]. 2018 THIRD SCIENTIFIC CONFERENCE OF ELECTRICAL ENGINEERING (SCEE), 2018, : 13 - 18
  • [42] The Control System Based on Extended BCI for a Robotic Wheelchair
    Voznenko, Timofei, I
    Chepin, Eugene, V
    Urvanov, Gleb A.
    [J]. 8TH ANNUAL INTERNATIONAL CONFERENCE ON BIOLOGICALLY INSPIRED COGNITIVE ARCHITECTURES, BICA 2017 (EIGHTH ANNUAL MEETING OF THE BICA SOCIETY), 2018, 123 : 522 - 527
  • [43] A Human-Computer Control System Based on Intelligent Recognition of Eye Movements and Its Application in Wheelchair Driving
    Luo, Wenping
    Cao, Jianting
    Ishikawa, Kousuke
    Ju, Dongying
    [J]. MULTIMODAL TECHNOLOGIES AND INTERACTION, 2021, 5 (09)
  • [44] Eye gaze tracking based directional control interface for interactive applications
    Amit Laddi
    Neelam Rup Prakash
    [J]. Multimedia Tools and Applications, 2019, 78 : 31215 - 31230
  • [45] Smart wheelchair based on eye tracking
    Wanluk, Nutthanan
    Juhong, Aniwat
    Visitsattapongse, Sarinporn
    Pintavirooj, C.
    [J]. 2016 9TH BIOMEDICAL ENGINEERING INTERNATIONAL CONFERENCE (BMEICON), 2016,
  • [46] Kinect-based Powered Wheelchair Control System
    Chang, Ching-Lung
    Chen, Chiou-Chi
    Chen, Chang-Yi
    Lin, Bo-Shiu
    [J]. FOURTH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS, MODELLING AND SIMULATION (ISMS 2013), 2013, : 186 - 189
  • [47] Eye gaze tracking based directional control interface for interactive applications
    Laddi, Amit
    Prakash, Neelam Rup
    [J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2019, 78 (22) : 31215 - 31230
  • [48] Research of electric wheelchair control system based on DSP
    Jun, Hu Lian
    Hua, Geng Qing
    Hong, Song
    Xu, Chen Gui
    [J]. RECENT TRENDS IN MATERIALS AND MECHANICAL ENGINEERING MATERIALS, MECHATRONICS AND AUTOMATION, PTS 1-3, 2011, 55-57 : 1122 - +
  • [49] Research on Wheelchair Robot Control System Based on EOG
    Xu, Wang
    Chen, Naijian
    Han, Xiangdong
    Sun, Jianbo
    [J]. ADVANCES IN MATERIALS, MACHINERY, ELECTRONICS II, 2018, 1955
  • [50] Performance Analysis of an Integrated Eye Gaze Tracking/Electromyogram Cursor Control System
    Chin, Craig A.
    Barreto, Armando
    Cremades, J. Gualberto
    Adjouadi, Malek
    [J]. ASSETS'07: PROCEEDINGS OF THE NINTH INTERNATIONAL ACM SIGACCESS CONFERENCE ON COMPUTERS AND ACCESSIBILITY, 2007, : 233 - 234