Gaze Tracking Algorithm Using Night Vision Camera

Nowadays,the advancement of medical technology has given birth into many innovative machines and devices to improve our health life,especially to those who are disabled or gifted. On some people with severe disabilities such as quadriplegia,the human eye-ball does not only serve as a vision system,b...

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Main Authors: Abdullah, Abdul Rahim, Ahmad Izzuddin, Tarmizi, Jali, Mohd Hafiz, Sudirman , Rubita
Format: Article
Language:English
Published: Institute Of Advanced Engineering And Science (IAES) 2018
Subjects:
Online Access:http://eprints.utem.edu.my/id/eprint/21797/2/2018%20JOURNAL%20Gaze%20Tracking%20Algorithm%20Using%20Night%20Vision%20Camera.pdf
http://eprints.utem.edu.my/id/eprint/21797/
http://iaescore.com/journals/index.php/IJEECS/article/view/8095
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spelling my.utem.eprints.217972021-08-17T22:10:53Z http://eprints.utem.edu.my/id/eprint/21797/ Gaze Tracking Algorithm Using Night Vision Camera Abdullah, Abdul Rahim Ahmad Izzuddin, Tarmizi Jali, Mohd Hafiz Sudirman , Rubita Q Science (General) QA Mathematics Nowadays,the advancement of medical technology has given birth into many innovative machines and devices to improve our health life,especially to those who are disabled or gifted. On some people with severe disabilities such as quadriplegia,the human eye-ball does not only serve as a vision system,but also a means of conveying information and intention to other people.This is because although quadriplegic patients suffer the loss of motor sensory functions from the neck and below,upper neck functions such as the vision system is normally spared.This enables the patient to control the movement of his/her eyeballs to convey desired information. Although many similar researches have been done,this paper proposes the use of image processing on image captured using webcam with its Infra-Red (IR)filter removed (a.k.a night vision) to achieve robustness.This allows the algorithm to properly track the location of the iris despite of its and the pupil color variations. Two image processing algorithms are then used, each with owns tradeoff between speed and accuracy.Analysis on both algorithms shows good tracking performance despite of the mentioned tradeoff. Institute Of Advanced Engineering And Science (IAES) 2018-02 Article PeerReviewed text en http://eprints.utem.edu.my/id/eprint/21797/2/2018%20JOURNAL%20Gaze%20Tracking%20Algorithm%20Using%20Night%20Vision%20Camera.pdf Abdullah, Abdul Rahim and Ahmad Izzuddin, Tarmizi and Jali, Mohd Hafiz and Sudirman , Rubita (2018) Gaze Tracking Algorithm Using Night Vision Camera. Indonesian Journal Of Electrical Engineering And Computer Science, 9. pp. 438-446. ISSN 2502-4752 http://iaescore.com/journals/index.php/IJEECS/article/view/8095 DOI: 10.11591/ijeecs.v9.i2.pp438-446
institution Universiti Teknikal Malaysia Melaka
building UTEM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknikal Malaysia Melaka
content_source UTEM Institutional Repository
url_provider http://eprints.utem.edu.my/
language English
topic Q Science (General)
QA Mathematics
spellingShingle Q Science (General)
QA Mathematics
Abdullah, Abdul Rahim
Ahmad Izzuddin, Tarmizi
Jali, Mohd Hafiz
Sudirman , Rubita
Gaze Tracking Algorithm Using Night Vision Camera
description Nowadays,the advancement of medical technology has given birth into many innovative machines and devices to improve our health life,especially to those who are disabled or gifted. On some people with severe disabilities such as quadriplegia,the human eye-ball does not only serve as a vision system,but also a means of conveying information and intention to other people.This is because although quadriplegic patients suffer the loss of motor sensory functions from the neck and below,upper neck functions such as the vision system is normally spared.This enables the patient to control the movement of his/her eyeballs to convey desired information. Although many similar researches have been done,this paper proposes the use of image processing on image captured using webcam with its Infra-Red (IR)filter removed (a.k.a night vision) to achieve robustness.This allows the algorithm to properly track the location of the iris despite of its and the pupil color variations. Two image processing algorithms are then used, each with owns tradeoff between speed and accuracy.Analysis on both algorithms shows good tracking performance despite of the mentioned tradeoff.
format Article
author Abdullah, Abdul Rahim
Ahmad Izzuddin, Tarmizi
Jali, Mohd Hafiz
Sudirman , Rubita
author_facet Abdullah, Abdul Rahim
Ahmad Izzuddin, Tarmizi
Jali, Mohd Hafiz
Sudirman , Rubita
author_sort Abdullah, Abdul Rahim
title Gaze Tracking Algorithm Using Night Vision Camera
title_short Gaze Tracking Algorithm Using Night Vision Camera
title_full Gaze Tracking Algorithm Using Night Vision Camera
title_fullStr Gaze Tracking Algorithm Using Night Vision Camera
title_full_unstemmed Gaze Tracking Algorithm Using Night Vision Camera
title_sort gaze tracking algorithm using night vision camera
publisher Institute Of Advanced Engineering And Science (IAES)
publishDate 2018
url http://eprints.utem.edu.my/id/eprint/21797/2/2018%20JOURNAL%20Gaze%20Tracking%20Algorithm%20Using%20Night%20Vision%20Camera.pdf
http://eprints.utem.edu.my/id/eprint/21797/
http://iaescore.com/journals/index.php/IJEECS/article/view/8095
_version_ 1709671886882865152
score 13.18916