Patent ID: 11915450
Assignee: INTEL CORPORATION
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A method for determining a three-dimensional (3D) orientation of a frontal body of a player, comprising:
detecting each of a plurality of players in each of a plurality of frames captured by a plurality of cameras, comprising:
for each of the plurality of frames:
detecting each of the plurality of players in the frame; and
determining a two-dimensional (2D) orientation of each of the plurality of players in the frame based on a machine learning model, wherein the machine learning model is trained based on construed 3D positions obtained from a plurality of 2D key points annotated on players in frames captured by the plurality of cameras;
for each of the plurality of cameras, tracking each of the plurality of players between continuous frames captured by the camera; and
associating the plurality of frames captured by the plurality of cameras to generate the 3D orientation of each of the plurality of players.