3DeepVOG: An Open-Source Framework for Real-Time, Accurate 3D Gaze Tracking with Deep Learning

3DeepVOG enables accurate, quantitative eye movement tracking across three dimensions under diverse conditions. As an open-source framework, it provides an accessible and scalable tool for advancing research and clinical assessment in neurological oculomotor disorders.

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Publication Details

Journal
Digital Biomarkers
Published
2025-12-22
DOI
https://doi.org/10.1159/000549948
Primary Topic
Gaze Tracking and Assistive Technology
Type
article
Field-Weighted Citation Impact
0.00

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article

3DeepVOG: An Open-Source Framework for Real-Time, Accurate 3D Gaze Tracking with Deep Learning

Ken Möhwald, Andreas Zwergal, Jingkang Zhao, Virginia Lee Flanagin et al.
Digital Biomarkers
Gaze Tracking and Assistive Technology
article

3DeepVOG: An Open-Source Framework for Real-Time, Accurate 3D Gaze Tracking with Deep Learning

Ken Möhwald, Andreas Zwergal, Jingkang Zhao, Virginia Lee Flanagin, M Wühr, Julian Decker, Seyed-Ahmad Ahmadi, Peter zu Eulenburg
article en

Abstract

3DeepVOG enables accurate, quantitative eye movement tracking across three dimensions under diverse conditions. As an open-source framework, it provides an accessible and scalable tool for advancing research and clinical assessment in neurological oculomotor disorders.

Digital BiomarkersVol. 10(1)
German Center for Lung Research (DE), Schön Klinik Bad Aibling (DE), Ludwig-Maximilians-Universität München (DE)
Bundesministerium für Bildung und Forschung, Bundesministerium für Wirtschaft und Technologie
Openalex Percentile: Top 36%
Gaze Tracking and Assistive Technology
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3DeepVOG: An Open-Source Framework for Real-Time, Accurate 3D Gaze Tracking with Deep Learning — Ken Möhwald, Andreas Zwergal, et al. · Digital Biomarkers (2025) | TGRS Research Map | TGRS