Patent ID: 11861860
Assignee: AMAZON TECHNOLOGIES, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 6:
7. A computing system, comprising:
one or more processors;
a memory storing program instructions that when executed by the one or more processors cause the one or more processors to at least:
receive at least one two-dimensional (“2D”) body image of a body, wherein:
each of the at least one 2D body image is generated by a 2D imaging element; and
each of the at least one 2D body image includes a representation of the body from a different view;

process each of the at least one 2D body image to segment a first plurality of pixels of the at least one 2D body image that represent the body from a second plurality of pixels of the at least one 2D body image that do not represent the body to produce a first silhouette of the body;
process, using a neural network, each of the at least one 2D body image to determine a plurality of body dimensions, each body dimension of the plurality of body dimensions corresponding to a different body segment of the body;
generate, based at least in part on the first silhouette or at least some of the plurality of body dimensions, a personalized three-dimensional (“3D”) body model of the human body;
compare the personalized 3D body model with at least one of the body represented in the at least one 2D body image or the first silhouette to determine a difference between the personalized 3D body model and the at least one of the body represented in the 2D body image or the first silhouette;
refine, based at least in part on the difference, the first silhouette to produce a refined silhouette; and
process the refined silhouette using the neural network to produce a refined plurality of body dimensions corresponding to the human body.