IRIS RECOGNITION BASED ON THREE-DIMENSIONAL SIGNATURES

Patent №

US 10,380,418

Granted

2019-08-13

Filed 2017

Owner

MICROSOFT TECHNOLOGY LICENSING, LLC

AI components

3

ml · vision · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15626943

A first image set that includes a plurality of 2D images of an eye of a user is collected. Two or more sets of corresponding pixels are generated from the plurality of 2D images. One or more 3D features of an iris of the user is extracted based on repeatable differences in reflectance among each set of corresponding pixels. A test set of 3D features for a submitted eye is generated based on a second image set, the second image set including a plurality of 2D images of the submitted eye. Based on a comparison of the one or more extracted 3D features and the test set of 3D features, an indication is made as to whether the second image set is representative of the user's eye.

Machine learningVisionPlanningG06V 40/19G06V 40/193G06V 40/197G06V 40/40G06T 2207/30041

AI classification

Vision1.00
Planning0.97
Machine learning0.62
Knowledge representation0.10
AI hardware0.00
Evolutionary computation0.00
Natural language0.00
Speech0.00

Ownership

MICROSOFT TECHNOLOGY LICENSING, LLC

assignment · 427500502

Assignors

AGRAWAL, MUDIT, TSUKADA, AKIHIRO

On an employer assignment, the assignors are typically the inventors.

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