Fyusion, Inc.

Nishant Rai

Stefan Johannes Josef Holzer

Matteo Munaro

Aidas Liaudanskas

Rodrigo Ortiz-Cayon

Srinivas Rao

One or more two-dimensional images of a three-dimensional object may be analyzed to estimate a three-dimensional mesh representing the object and a mapping of the two-dimensional images to the three-dimensional mesh. Initially, a correspondence may be determined between the images and a UV representation of a three-dimensional template mesh by training a neural network. Then, the three-dimensional template mesh may be deformed to determine the representation of the object. The process may involve a reprojection loss cycle in which points from the images are mapped onto the UV representation, then onto the three-dimensional template mesh, and then back onto the two-dimensional images.

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San Francisco, CA, United States of America

Nishant Rai