SYSTEMS AND METHODS FOR IDENTIFYING USERS IN MEDIA CONTENT BASED ON POSELETS AND NEURAL NETWORKS

Patent №

US 9,704,029

Granted

2017-07-11

Filed 2016

Owner

FACEBOOK, INC.

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15284296

Systems, methods, and non-transitory computer-readable media can receive a first image including a representation of a first user. A second image including a representation of a second user can be received. A first set of poselets associated with the first user can be detected in the first image. A second set of poselets associated with the second user can be detected in the second image. The first image including the first set of poselets can be inputted into a first instance of a neural network to generate a first multi-dimensional vector. The second image including the second set of poselets can be inputted into a second instance of the neural network to generate a second multi-dimensional vector. A first distance metric between the first multi-dimensional vector and the second multi-dimensional vector can be determined.

Machine learningNatural languageVisionKnowledge representationPlanningAI hardwareG06V 40/10G06F 18/22G06F 18/24133G06N 3/0464G06N 3/09G06V 10/761G06V 10/82G06V 30/19173+2 more

AI classification

AI hardware1.00
Machine learning1.00
Vision1.00
Natural language1.00
Knowledge representation0.74
Planning0.58
Evolutionary computation0.02
Speech0.00

Ownership

FACEBOOK, INC.

assignment · 399490775

Assignors

BOURDEV, LUBOMIR, ZHANG, NING, PALURI, BALAMANOHAR, TAIGMAN, YANIV, FERGUS, ROBERT D.

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

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