FACIAL RECOGNITION ENCODE ANALYSIS

Patent №

US 10,540,539

Granted

2020-01-21

Filed 2018

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

4

ml · vision · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16207475

A method for facial recognition encode analysis comprises providing a training set of Gabor encoded arrays of face images from a database; and, for each encode array in the training set, evaluating the Gabor data to determine the accuracy of the fiducial points on which the encode array is based. The method also comprises training an outlier detection algorithm based on the evaluation of the encode arrays to obtain a decision function for a strength of accuracy of fiducial points in the encode arrays; and outputting the decision function for application to an encode array to be tested.

Machine learningVisionKnowledge representationPlanningG06V 10/774G06F 18/214G06V 40/168G06V 40/179G06V 2201/10

AI classification

Vision1.00
Machine learning1.00
Knowledge representation1.00
Planning0.97
AI hardware0.46
Natural language0.07
Evolutionary computation0.02
Speech0.01

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 476570390

Assignors

AAS, CECILIA J.

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

From the same owner

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