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Eye, Robot: Calibration Challenges and Potential Solutions for Wearable Eye Tracking in Individuals with Eccentric Fixation

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Published:25 May 2021Publication History

ABSTRACT

Loss of the central retina, including the fovea, can lead to a loss of visual acuity and oculomotor deficits, and thus have profound effects on day-to-day tasks. Recent advances in head-mounted, 3D eye tracking have allowed researchers to extend studies in this population to a broader set of daily tasks and more naturalistic behaviors and settings. However, decreases in fixational stability, multiple fixational loci and their uncertain role as oculomotor references, as well as eccentric fixation all provide additional challenges for calibration and collection of eye movement data. Here we quantify reductions in calibration accuracy relative to fixation eccentricity, and suggest a robotic calibration and validation tool that will allow for future developments of calibration and tracking algorithms designed with this population in mind.

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  • Published in

    cover image ACM Conferences
    ETRA '21 Adjunct: ACM Symposium on Eye Tracking Research and Applications
    May 2021
    78 pages
    ISBN:9781450383578
    DOI:10.1145/3450341

    Copyright © 2021 ACM

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    New York, NY, United States

    Publication History

    • Published: 25 May 2021

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    ETRA '24
    The 2024 Symposium on Eye Tracking Research and Applications
    June 4 - 7, 2024
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