A non-inductive magnetic eye-tracker: from dipole tracking to gaze retrieval
Valerio Biancalana, Piero Chessa

TL;DR
This paper presents a novel wearable eye tracker using a magnet-based system that infers complete eye movements from magnetic field measurements, offering a new minimally invasive diagnostic tool.
Contribution
It introduces a non-inductive magnetic eye-tracker that infers full eye pose from magnetostatic field data, overcoming symmetry limitations with physiological constraints.
Findings
Achieved accurate eye-pose inference despite measurement symmetry.
Demonstrated the device's potential for medical diagnostics of ocular disorders.
Assessed the angular precision and accuracy of the prototype.
Abstract
We analyze the information that can be retrieved from the tracking parameters produced by an innovative wearable eye tracker. The latter is based on a permanent-magnet marked corneal lens and by an array of magnetoresistive detectors that measure the magnetostatic field in several positions in the eye proximity. We demonstrate that, despite missing information due to the axial symmetry of the measured field, physiological constraints or measurement conditions make possible to infer complete eye-pose data. Angular precision and accuracy achieved with the current prototypical device are also assessed and briefly discussed. The results show that the instrumentation considered is suitable as a new, moderately invasive medical diagnostics for the characterization of ocular movements and associated disorders.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsGaze Tracking and Assistive Technology · Vestibular and auditory disorders · Ophthalmology and Eye Disorders
