Robust Head Mounted Wearable Eye Tracking System for Dynamical Calibration

In this work, a new head mounted eye tracking system is presented. Based on computer vision techniques, the system integrates eye images and head movement, in real time, performing a robust gaze point tracking. Nystagmus movements due to vestibulo-ocular reflex are monitored and integrated. The syst...

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Main Authors: Antonio Lanata, Gaetano Valenza, Alberto Greco, Enzo Pasquale Scilingo
Format: Article
Language:English
Published: Bern Open Publishing 2015-11-01
Series:Journal of Eye Movement Research
Subjects:
Online Access:https://bop.unibe.ch/JEMR/article/view/2411
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spelling doaj-d282727eccea47c2bb1b4cd9a653aca12021-05-28T13:34:11ZengBern Open PublishingJournal of Eye Movement Research1995-86922015-11-018510.16910/jemr.8.5.2Robust Head Mounted Wearable Eye Tracking System for Dynamical CalibrationAntonio Lanata0Gaetano Valenza1Alberto Greco2Enzo Pasquale Scilingo3Research Center “E.Piaggio”, University of PisaResearch Center “E.Piaggio”, University of PisaResearch Center “E.Piaggio”, University of PisaResearch Center “E.Piaggio”, University of PisaIn this work, a new head mounted eye tracking system is presented. Based on computer vision techniques, the system integrates eye images and head movement, in real time, performing a robust gaze point tracking. Nystagmus movements due to vestibulo-ocular reflex are monitored and integrated. The system proposed here is a strongly improved version of a previous platform called HATCAM, which was robust against changes of illumination conditions. The new version, called HAT-Move, is equipped with accurate inertial motion unit to detect the head movement enabling eye gaze even in dynamical conditions. HAT-Move performance is investigated in a group of healthy subjects in both static and dynamic conditions, i.e. when head is kept still or free to move. Evaluation was performed in terms of amplitude of the angular error between the real coordinates of the fixed points and those computed by the system in two experimental setups, specifically, in laboratory settings and in a 3D virtual reality (VR) scenario. The achieved results showed that HAT-Move is able to achieve eye gaze angular error of about 1 degree along both horizontal and vertical directionshttps://bop.unibe.ch/JEMR/article/view/2411eye trackinghead movementvestibulo-ocular reflexgaze pointstatistical comparisondynamical calibration
collection DOAJ
language English
format Article
sources DOAJ
author Antonio Lanata
Gaetano Valenza
Alberto Greco
Enzo Pasquale Scilingo
spellingShingle Antonio Lanata
Gaetano Valenza
Alberto Greco
Enzo Pasquale Scilingo
Robust Head Mounted Wearable Eye Tracking System for Dynamical Calibration
Journal of Eye Movement Research
eye tracking
head movement
vestibulo-ocular reflex
gaze point
statistical comparison
dynamical calibration
author_facet Antonio Lanata
Gaetano Valenza
Alberto Greco
Enzo Pasquale Scilingo
author_sort Antonio Lanata
title Robust Head Mounted Wearable Eye Tracking System for Dynamical Calibration
title_short Robust Head Mounted Wearable Eye Tracking System for Dynamical Calibration
title_full Robust Head Mounted Wearable Eye Tracking System for Dynamical Calibration
title_fullStr Robust Head Mounted Wearable Eye Tracking System for Dynamical Calibration
title_full_unstemmed Robust Head Mounted Wearable Eye Tracking System for Dynamical Calibration
title_sort robust head mounted wearable eye tracking system for dynamical calibration
publisher Bern Open Publishing
series Journal of Eye Movement Research
issn 1995-8692
publishDate 2015-11-01
description In this work, a new head mounted eye tracking system is presented. Based on computer vision techniques, the system integrates eye images and head movement, in real time, performing a robust gaze point tracking. Nystagmus movements due to vestibulo-ocular reflex are monitored and integrated. The system proposed here is a strongly improved version of a previous platform called HATCAM, which was robust against changes of illumination conditions. The new version, called HAT-Move, is equipped with accurate inertial motion unit to detect the head movement enabling eye gaze even in dynamical conditions. HAT-Move performance is investigated in a group of healthy subjects in both static and dynamic conditions, i.e. when head is kept still or free to move. Evaluation was performed in terms of amplitude of the angular error between the real coordinates of the fixed points and those computed by the system in two experimental setups, specifically, in laboratory settings and in a 3D virtual reality (VR) scenario. The achieved results showed that HAT-Move is able to achieve eye gaze angular error of about 1 degree along both horizontal and vertical directions
topic eye tracking
head movement
vestibulo-ocular reflex
gaze point
statistical comparison
dynamical calibration
url https://bop.unibe.ch/JEMR/article/view/2411
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AT albertogreco robustheadmountedwearableeyetrackingsystemfordynamicalcalibration
AT enzopasqualescilingo robustheadmountedwearableeyetrackingsystemfordynamicalcalibration
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