Patent ID: 11963741
Assignee: SHANGHAI UNITED IMAGING INTELLIGENCE CO., LTD.
Field: Computer technology (Electrical engineering)
Classification: CPC A  G | IPC A  G

Claim 0:
1. An apparatus, comprising:
at least one processor configured to:
obtain information regarding a subset of joints of a person, wherein the information indicates respective locations of the subset of joints;
determine, based on the information regarding the subset of joints of the person, a first plurality of parameters that indicates a pose of the person and a second plurality of parameters that indicates a body shape of the person, wherein the determination is made using an artificial neural network (ANN); and
generate, based on the first plurality of parameters and the second plurality of parameters, a human model that represents the pose and the body shape of the person, wherein the first plurality of parameters that indicates the pose of the person is determined independently from the second plurality of parameters that indicates the body shape of the person, wherein the ANN is trained using a training dataset that comprises a plurality of joint locations of a human body, and wherein, during a training iteration of the ANN, a subset of the plurality of joint locations of the human body is randomly excluded and the ANN is used to predict a model of the human body without the excluded joint locations.