公开(公告)号：US10909746B1

公开(公告)日：2021-02-02

申请号：US16449259

申请日：2019-06-21

申请人： Imbellus, Inc.

发明人： Rebecca Kantar ,  Richard Wainess ,  Erica L. Snow ,  Matthew A. Emery ,  Jared Lafer ,  Ramsey Jones

IPC分类号： G06T15/10 ,  G06T7/35 ,  G06N3/04 ,  G06T17/20 ,  G06T15/04 ,  G06K9/62

摘要： Systems and methods for generating a three-dimensional reconstruction from a two-dimensional image of an asset are described. In some aspects, at least one computer hardware processor is used to perform: receiving a two-dimensional input image of an asset; encoding, using a first statistical model, the input image into a latent vector; and generating, using a second statistical model, at least one depth image from the latent vector, wherein pixel values in the at least one depth image correspond to coordinates of a point cloud.