Patent ID: 11908071
Assignee: GOOGLE LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 10:
11. A system for reconstructing representations of bodies from images, comprising:
one or more processors; and
one or more memory devices storing computer-readable instructions that, when implemented, cause the one or more processors to perform operations, the operations comprising:
inputting, into a machine-learned reconstruction model, input data descriptive of an image depicting a body;
predicting, using a machine-learned marker prediction component of the reconstruction model, a set of surface marker locations on the body; and
outputting, using a machine-learned marker poser component of the reconstruction model, an output representation of the body that corresponds to the set of surface marker locations;
wherein one or more parameters of the reconstruction model were learned at least in part based on a consistency loss corresponding to a distance between (i) a relaxed-constraint representation generated from a prior set of surface marker locations predicted according to the one or more parameters and (ii) a parametric representation generated from the prior set using kinematic constraints associated with the body.