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

Claim 18:
19. 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 marker prediction model, input data descriptive of an image depicting a body;
predicting, using the marker prediction model, a set of surface marker locations on the body;
outputting, using a machine-learned marker poser model, a parametric representation of the body that corresponds to the set of surface marker locations; and
updating one or more parameters of the marker prediction model based at least in part on a consistency loss corresponding to a distance between the parametric representation and a relaxed-constraint representation associated with the predicted set of surface marker locations.