公开(公告)号：US20180077400A1

公开(公告)日：2018-03-15

申请号：US15701109

申请日：2017-09-11

Applicant: Dassault Systemes

Inventor： Mohamed Amine Ayari ,  Vincent Guitteny

IPC: H04N13/00 ,  G06N99/00 ,  H04N13/02

CPC classification number: H04N13/111 ,  G06K9/00208 ,  G06K9/00369 ,  G06N20/00 ,  G06T17/20 ,  G06T2207/20081 ,  G06T2207/20084 ,  H04N13/257 ,  H04N13/271

Abstract: The invention notably relates to a computer-implemented method for learning a function configured for reconstructing, for a class of real objects, a 3D modeled object that represents an instance of the class from a depth map of the instance. The method comprises providing a parametric model of the class, creating a database, and learning the function with the database. The method improves the 3D reconstruction of a real object from a depth map.

公开(公告)号：US10586309B2

公开(公告)日：2020-03-10

申请号：US15846328

申请日：2017-12-19

Applicant: DASSAULT SYSTEMES

Inventor： Mohamed Amine Ayari ,  Vincent Guitteny

IPC: G06K9/00 ,  G06T5/00 ,  G06T7/73 ,  G06T7/80 ,  G06N3/08 ,  G06N3/04

Abstract: Described is a computer-implemented method for learning a function configured for reconstructing, for a class of real objects, a 3D modeled object that represents an instance of the class from a depth map of the instance. The method comprises providing a parametric model of the class, creating a database, and learning the function with the database. The method improves the 3D reconstruction of a real object from a depth map.

公开(公告)号：US20180182071A1

公开(公告)日：2018-06-28

申请号：US15846328

申请日：2017-12-19

Applicant: DASSAULT SYSTEMES

Inventor： Mohamed Amine Ayari ,  Vincent Guitteny

IPC: G06T5/00 ,  G06T7/73 ,  G06T7/80 ,  G06N3/04 ,  G06N3/08

CPC classification number: G06T5/002 ,  G06N3/04 ,  G06N3/08 ,  G06T7/75 ,  G06T7/85 ,  G06T2207/10028 ,  G06T2207/20081 ,  G06T2207/20084

Abstract: Described is a computer-implemented method for learning a function configured for reconstructing, for a class of real objects, a 3D modeled object that represents an instance of the class from a depth map of the instance. The method comprises providing a parametric model of the class, creating a database, and learning the function with the database. The method improves the 3D reconstruction of a real object from a depth map.