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Residual Gaze Behavior During Navigation in Blindness and Low Vision.
Junchi Feng1,2, Fernanda Garcia-Pina3, Mahya Beheshti4
1Department of Biomedical Engineering, Tandon School of Engineering, New York University, Brooklyn, NY, 11201, USA.
Gaze behavior during outdoor navigation changes with vision loss, forming a continuum from sighted to blind individuals. Adaptive strategies, not just visual acuity, shape these mobility patterns.
Area of Science:
- Ophthalmology
- Human-Computer Interaction
- Rehabilitation Science
Background:
- Outdoor navigation is challenging for individuals with blindness or low vision.
- Gaze behavior's role in mobility for visually impaired individuals is underexplored.
- Sighted individuals use consistent scanning, while visually impaired individuals adapt based on residual vision and experience.
Purpose of the Study:
- To comparatively analyze gaze behavior during outdoor navigation across different vision groups.
- To investigate how visual impairment influences mobility and eye-tracking metrics.
Main Methods:
- A comparative eye-tracking study was conducted with fully sighted, low vision, blind, and fully blind participants.
- Participants navigated outdoor routes while wearing a wearable eye tracker.
- Key metrics quantified included fixation counts, rate, area, direction, peak fixation location, and walking speed.
Main Results:
- Walking speed decreased with worsening vision.
- Fixation counts increased, and spatial coverage decreased with greater visual impairment.
- Gaze patterns became more variable and shifted outward with increasing vision loss, unlike the centered patterns of sighted individuals.
Conclusions:
- Gaze strategies during navigation exist on a continuum based on vision levels.
- Adaptive strategies and rehabilitation experience significantly influence gaze use, beyond visual acuity alone.
- Findings support personalized rehabilitation and assistive technologies, using gaze patterns to assess mobility and guide training for safer navigation.
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