Eye-Blink Detection System for Virtua Keyboard

被引:0
|
作者
Attiah, Afraa Z. [1 ]
Khairullah, Enas F. [1 ]
机构
[1] King Abdulaziz Univ, Fac Comp & Informat Technol, Dept Informat Technol, Jeddah, Saudi Arabia
关键词
Human Computer Interaction; Eye Blink; Virtual Keyboard;
D O I
10.1109/NCCC49330.2021.9428797
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Human Computer Interaction (HCI) focuses on the interface and interaction between people and computers. The main goal of the HCI is to design a machinery that lets people interact with computers in a novel way. One of the most significant methods people use to interact is the eye movement and eye blinking, especially for people with physical disabilities. This paper presents an on-screen typing method based on eye blinking by using a virtual keyboard. The two main components are image processing to detect the eyes, and eye-blinking. A facial image is captured by the computer's camera then used to determine the eye location and size. This is done based on the famous "68 points" of the face detection approach. An eye blink is used in this system to enter a character similar to when a user presses the "Enter" button on a keyboard. This project is developed as a use case in a Saudi university. The methodology, the implementation, and results are described in details in the paper.
引用
收藏
页码:1073 / 1078
页数:6
相关论文
共 50 条
  • [31] Experimental evaluation of eye-blink parameters as a drowsiness measure
    Caffier, PP
    Erdmann, U
    Ullsperger, P
    EUROPEAN JOURNAL OF APPLIED PHYSIOLOGY, 2003, 89 (3-4) : 319 - 325
  • [32] Hippocampectomy Disrupts Trace Eye-Blink Conditioning in Rabbits
    Moyer, James R., Jr.
    Deyo, Richard A.
    Disterhoft, John F.
    BEHAVIORAL NEUROSCIENCE, 2015, 129 (04) : 523 - 532
  • [33] HIPPOCAMPECTOMY DISRUPTS TRACE EYE-BLINK CONDITIONING IN RABBITS
    MOYER, JR
    DEYO, RA
    DISTERHOFT, JF
    BEHAVIORAL NEUROSCIENCE, 1990, 104 (02) : 243 - 252
  • [34] Experimental evaluation of eye-blink parameters as a drowsiness measure
    Philipp P. Caffier
    Udo Erdmann
    Peter Ullsperger
    European Journal of Applied Physiology, 2003, 89 : 319 - 325
  • [35] Postural and eye-blink indices of the defensive startle reflex
    Hillman, CH
    Hsiao-Wecksler, ET
    Rosengren, KS
    INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY, 2005, 55 (01) : 45 - 49
  • [36] A Study on Eye-Blink Detection-Based Communication System by Using K-Nearest Neighbors Classifier
    Ekim, Gunes
    Ikizler, Nuri
    Atasoy, Ayten
    ADVANCES IN ELECTRICAL AND COMPUTER ENGINEERING, 2023, 23 (01) : 71 - 78
  • [37] Deep-Learning Approach for Efficient Eye-blink Detection with Hybrid Optimization Concept
    Gawande, Rupali
    Badotra, Sumit
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2022, 13 (06) : 782 - 795
  • [38] Discrete Rotation During Eye-Blink<bold> </bold>
    Anh Nguyen
    Inhelder, Marc
    Kunz, Andreas
    AUGMENTED REALITY, VIRTUAL REALITY, AND COMPUTER GRAPHICS, AVR 2018, PT I, 2018, 10850 : 183 - 189
  • [39] PHOTIC EYE-BLINK REFLEX IN PATIENTS WITH HOMONYMOUS HEMIANOPIA
    HACKLEY, SA
    JOHNSON, LN
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 1995, 36 (04) : S958 - S958
  • [40] Eye-blink rates and depression - Is the antidepressant effect of sleep deprivation mediated by the dopamine system?
    Ebert, D
    Albert, R
    Hammon, G
    Strasser, B
    May, A
    Merz, A
    NEUROPSYCHOPHARMACOLOGY, 1996, 15 (04) : 332 - 339