Challenges in Eye-Gaze Interaction Systems: A Survey

Eye-gaze, also referred to as eye tracking, enables users to control their computers or communication devices using their eyes as a mouse. Achieving accurate and precise eye-gaze positioning with low-cost devices is a crucial advancement in this field. This paper presents a survey of eye-gaze-based...

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Main Authors: Baharum A., Ismail R., Turumogan P., Ismail I., Noor N.A.M., Deris F.D.
Other Authors: 55916175500
Format: Conference paper
Published: Institute of Electrical and Electronics Engineers Inc. 2025
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spelling my.uniten.dspace-368572025-03-03T15:45:14Z Challenges in Eye-Gaze Interaction Systems: A Survey Baharum A. Ismail R. Turumogan P. Ismail I. Noor N.A.M. Deris F.D. 55916175500 36080877900 57208598614 57202772646 54791122900 56285335200 Computer keyboard substitutes (disability aids) Computer keyboards Eye controlled devices Human engineering Virtual reality Computer interaction Eye gaze interactions Eye-gaze Eye-tracking Gaze-based interaction Human machine interaction Human-computer interaction Human-machine interaction Interaction systems Machine-learning Eye movements Eye-gaze, also referred to as eye tracking, enables users to control their computers or communication devices using their eyes as a mouse. Achieving accurate and precise eye-gaze positioning with low-cost devices is a crucial advancement in this field. This paper presents a survey of eye-gaze-based interaction systems, aiming to identify current techniques employed in this domain. Key issues related to eye-gaze-based interaction systems are discussed, along with the challenges they pose and potential future developments. Recent eye-gaze system review methods are also presented. Additionally, the paper provides a summary of research findings on eye-gaze methods, comparing the main phases of eye-gaze-based interaction. Over the past few years, researchers have proposed various methods and solutions to enhance the accuracy and performance of eye-gaze-based systems. These techniques find applications in diverse areas, such as virtual keyboard typing, immersive video technologies, virtual communication, assistive devices, screen control, effortless scrolling, and enriched reading experiences. Overall, eye-gaze-based interaction systems have the potential to enhance user-human experiences by identifying eye-gaze positions or points, thereby improving users' lifestyles and understanding of their machine. ? 2024 IEEE. Final 2025-03-03T07:45:14Z 2025-03-03T07:45:14Z 2024 Conference paper 10.1109/PLATCON63925.2024.10830725 2-s2.0-85217360162 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85217360162&doi=10.1109%2fPLATCON63925.2024.10830725&partnerID=40&md5=66eeba6982a8c6cfa3c2e7607f5e220e https://irepository.uniten.edu.my/handle/123456789/36857 33 37 Institute of Electrical and Electronics Engineers Inc. Scopus
institution Universiti Tenaga Nasional
building UNITEN Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tenaga Nasional
content_source UNITEN Institutional Repository
url_provider http://dspace.uniten.edu.my/
topic Computer keyboard substitutes (disability aids)
Computer keyboards
Eye controlled devices
Human engineering
Virtual reality
Computer interaction
Eye gaze interactions
Eye-gaze
Eye-tracking
Gaze-based interaction
Human machine interaction
Human-computer interaction
Human-machine interaction
Interaction systems
Machine-learning
Eye movements
spellingShingle Computer keyboard substitutes (disability aids)
Computer keyboards
Eye controlled devices
Human engineering
Virtual reality
Computer interaction
Eye gaze interactions
Eye-gaze
Eye-tracking
Gaze-based interaction
Human machine interaction
Human-computer interaction
Human-machine interaction
Interaction systems
Machine-learning
Eye movements
Baharum A.
Ismail R.
Turumogan P.
Ismail I.
Noor N.A.M.
Deris F.D.
Challenges in Eye-Gaze Interaction Systems: A Survey
description Eye-gaze, also referred to as eye tracking, enables users to control their computers or communication devices using their eyes as a mouse. Achieving accurate and precise eye-gaze positioning with low-cost devices is a crucial advancement in this field. This paper presents a survey of eye-gaze-based interaction systems, aiming to identify current techniques employed in this domain. Key issues related to eye-gaze-based interaction systems are discussed, along with the challenges they pose and potential future developments. Recent eye-gaze system review methods are also presented. Additionally, the paper provides a summary of research findings on eye-gaze methods, comparing the main phases of eye-gaze-based interaction. Over the past few years, researchers have proposed various methods and solutions to enhance the accuracy and performance of eye-gaze-based systems. These techniques find applications in diverse areas, such as virtual keyboard typing, immersive video technologies, virtual communication, assistive devices, screen control, effortless scrolling, and enriched reading experiences. Overall, eye-gaze-based interaction systems have the potential to enhance user-human experiences by identifying eye-gaze positions or points, thereby improving users' lifestyles and understanding of their machine. ? 2024 IEEE.
author2 55916175500
author_facet 55916175500
Baharum A.
Ismail R.
Turumogan P.
Ismail I.
Noor N.A.M.
Deris F.D.
format Conference paper
author Baharum A.
Ismail R.
Turumogan P.
Ismail I.
Noor N.A.M.
Deris F.D.
author_sort Baharum A.
title Challenges in Eye-Gaze Interaction Systems: A Survey
title_short Challenges in Eye-Gaze Interaction Systems: A Survey
title_full Challenges in Eye-Gaze Interaction Systems: A Survey
title_fullStr Challenges in Eye-Gaze Interaction Systems: A Survey
title_full_unstemmed Challenges in Eye-Gaze Interaction Systems: A Survey
title_sort challenges in eye-gaze interaction systems: a survey
publisher Institute of Electrical and Electronics Engineers Inc.
publishDate 2025
_version_ 1825816076980584448
score 13.244413