公开(公告)号：US20230070008A1

公开(公告)日：2023-03-09

申请号：US17760424

申请日：2020-02-17

Applicant: Snap Inc.

Inventor： Dominik Kulon ,  Riza Alp Guler ,  lason Kokkinos ,  Stefanos Zafeiriou

IPC: G06T17/20 ,  G06T7/00 ,  G06T3/40

Abstract: This specification discloses methods and systems for generating three-dimensional models of deformable objects from two-dimensional images. According to one aspect of this disclosure, there is described a computer implemented method for generating a three dimensional model of deformable object from a two-dimensional image. The method comprises: receiving, as input to an embedding neural network, the two-dimensional image, wherein the two dimensional image comprises an image of an object; generating, using the embedding neural network, an embedded representation of a two-dimensional image; inputting the embedded representation into a learned decoder model; and generating, using the learned decoder model, parameters of the three dimensional model of the object from the embedded representation.