公开(公告)号：US12112433B2

公开(公告)日：2024-10-08

申请号：US17714743

申请日：2022-04-06

Applicant: QUALCOMM INCORPORATED

Inventor： Wei-Lun Chang ,  Michel Adib Sarkis ,  Chieh-Ming Kuo ,  Kuang-Man Huang

IPC: G06T17/20 ,  G06N3/045 ,  G06V10/22

CPC classification number: G06T17/20 ,  G06N3/045 ,  G06V10/235

Abstract: Methods, systems, and apparatuses are provided to automatically reconstruct an image, such as a 3D image. For example, a computing device may obtain an image, and may apply a first trained machine learning process to the image to generate coefficient values characterizing the image in a plurality of dimensions. Further, the computing device may generate a mesh based on the coefficient values. The computing device may apply a second trained machine learning process to the coefficient values and the image to generate a displacement map. Based on the mesh and the displacement map, the computing device may generate output data characterizing an aligned mesh. The computing device may store the output data within a data repository. In some examples, the computing device provides the output data for display.