mlsanityData to 14 Oct 2026

An Affordable, Wearable Stereo-Eye-Tracking Platform

arXiv 2604.24331 ↗First posted 27 Apr 2026cs.CVcited by 0

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Abstract (arXiv)

Research on video-based eye-tracking has long explored stereo and glint-based methods, yet existing wearable eye trackers - both commercial and open-source - offer limited flexibility for algorithm development and comparative evaluation. We present an affordable, wearable stereo eye-tracking platform built from off-the-shelf and 3D-printable components that explicitly targets this gap. The system combines four infrared eye cameras, infrared illumination, an optional scene camera, and software support for calibration and synchronized data acquisition. By design, the platform supports multiple eye-tracking paradigms, including stereo, glint-based, and binocular approaches, within a single hardware configuration. Rather than optimizing for end-user robustness, the platform prioritizes modularity and extensibility for research use. This paper focuses on the hardware architecture and calibration pipeline and demonstrates the feasibility of the approach using a prototype implementation. All hardware designs and documentation are made openly available.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 3 of its 10 references that are in the map. First posted on arXiv 27 Apr 2026.

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3 of 10 references.

References · 3

  1. 2014Pupil: An Open Source Platform for Pervasive Eye Tracking and Mobile Gaze-based Interactioncited by 43
  2. 2019Evaluation of Appearance-Based Methods and Implications for Gaze-Based Applicationscited by 29
  3. 2017PuRe: Robust pupil detection for real-time pervasive eye trackingcited by 17

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