IRIS RECOGNITION USING FULLY CONVOLUTIONAL NETWORKS

Patent №

US 11,113,553

Granted

2021-09-07

Filed 2019

Owner

BROWN UNIVERSITY

Lab

AI components

4

ml · nlp · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16685690

A method of accelerated iris recognition includes acquiring an image comprising at least an iris and a pupil, segmenting the iris and the pupil using a fully convolutional network (FCN) model, normalizing the segmented iris, encoding the normalized iris, the normalizing and encoding using a rubber sheet model and 1-D log Gabor filter, and masking the encoded iris.

Machine learningNatural languageVisionAI hardwareG06V 40/18G06N 3/045G06N 3/0455G06N 3/0464G06N 3/0495G06N 3/09G06V 10/454G06V 10/82+5 more

AI classification

Machine learning1.00
Vision1.00
Natural language0.76
AI hardware0.64
Speech0.12
Knowledge representation0.00
Evolutionary computation0.00
Planning0.00

Ownership

BROWN UNIVERSITY

assignment · 560770684

Assignors

REDA, SHERIEF, TANN, HOKCHHAY, ZHAO, HENG

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

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