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.
AI classification
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.