TRAINING OF A GAZE TRACKING MODEL

Patent №

US 10,996,751

Granted

2021-05-04

Filed 2019

Owner

TOBII AB

Lab

AI components

3

ml · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16715219

A gaze tracking model is adapted to predict a gaze ray using an image of the eye. The model is trained using training data which comprises a first image of an eye, reference gaze data indicating a gaze point towards which the eye was gazing when the first image was captured, and images of an eye captured by first and second cameras at a point in time. The training comprises forming a distance between the gaze point and a gaze ray predicted by the model using the first image, forming a consistency measure based on a gaze ray predicted by the model using the image captured by the first camera and a gaze ray predicted by the model using the image captured by the second camera, forming an objective function based on at least the formed distance and the consistency measure, and training the model using the objective function.

Machine learningVisionAI hardwareG06F 3/013G06T 1/0007G06T 7/20G06T 7/70G06V 10/764G06V 10/82G06V 40/19G06T 2207/10012+4 more

AI classification

Vision1.00
Machine learning1.00
AI hardware1.00
Knowledge representation0.49
Natural language0.00
Evolutionary computation0.00
Speech0.00
Planning0.00

Ownership

TOBII AB

assignment · 638910519

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