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Nvidia patents eye tracking that identifies users via facial recognition

Nvidia describes a method for tracking eye movement by first using a machine learning model to detect a face and identify the specific person. Once the user is identified, the system calculates where they are looking to trigger actions on a computing device.

Why it mattersThis approach could allow devices to adjust settings or content based on who is looking at the screen, rather than just tracking generic eye movements.

In the filing’s own words

The disclosed method for eye tracking includes processing an image using a trained machine learning model that detects a face within the image and predicts an identity of the face, determining at least one of an eye gaze or a point of regard based on the face and the identity of the face, and performing, via a computing device, at least one action based on the at least one of the eye gaze or the point of regard.

What exactly they claim (claim 1)

1. A computer-implemented method for eye tracking, the method comprising: processing a first image using a first trained machine learning model that detects a face within the first image and predicts an identity of the face; determining at least one of an eye gaze or a point of regard based on the face and the identity of the face; and performing, via a computing device, at least one action based on the at least one of the eye gaze or the point of regard.

Facts

Company
Nvidia (NVIDIA CORPORATION)
Official title
TECHNIQUES FOR ALWAYS-ON EYE TRACKING
Publication number
US20260288234A1
Application number
19088787
Filed
Mar 24, 2025
Published
Sep 24, 2026
Inventors
7
Claims
20

Classified under

G06F 3/013 Physics & computingA63F 13/213 Human necessitiesG06T 7/73 Physics & computingG06V 10/247 Physics & computingG06V 10/25 Physics & computingG06V 10/70 Physics & computing

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Summaries are simplified from the filing’s own abstract and first claim. A patent filing is not a product announcement.
Patent data and drawings: U.S. Patent and Trademark Office (USPTO). Nebula is not affiliated with or endorsed by the USPTO.