公开(公告)号：US11978268B2

公开(公告)日：2024-05-07

申请号：US17990532

申请日：2022-11-18

Applicant: Google LLC

Inventor： Boyang Deng ,  Kyle Genova ,  Soroosh Yazdani ,  Sofien Bouaziz ,  Geoffrey E. Hinton ,  Andrea Tagliasacchi

IPC: G06T17/00 ,  G06N3/045 ,  G06N3/08 ,  G06V20/64

CPC classification number: G06V20/64 ,  G06N3/045 ,  G06N3/08 ,  G06T17/00

Abstract: Methods, systems, and apparatus including computer programs encoded on a computer storage medium, for generating convex decomposition of objects using neural network models. One of the methods includes receiving an input that depicts an object. The input is processed using a neural network to generate an output that defines a convex representation of the object. The output includes, for each of a plurality of convex elements, respective parameters that define a position of the convex element in the convex representation of the object.

公开(公告)号：US20230078756A1

公开(公告)日：2023-03-16

申请号：US17990532

申请日：2022-11-18

Applicant: Google LLC

Inventor： Boyang Deng ,  Kyle Genova ,  Soroosh Yazdani ,  Sofien Bouaziz ,  Geoffrey E. Hinton ,  Andrea Tagliasacchi

IPC: G06V20/64 ,  G06N3/04 ,  G06T17/00 ,  G06N3/08

Abstract: Methods, systems, and apparatus including computer programs encoded on a computer storage medium, for generating convex decomposition of objects using neural network models. One of the methods includes receiving an input that depicts an object. The input is processed using a neural network to generate an output that defines a convex representation of the object. The output includes, for each of a plurality of convex elements, respective parameters that define a position of the convex element in the convex representation of the object.

公开(公告)号：US11508167B2

公开(公告)日：2022-11-22

申请号：US16847009

申请日：2020-04-13

Applicant: Google LLC

Inventor： Boyang Deng ,  Kyle Genova ,  Soroosh Yazdani ,  Sofien Bouaziz ,  Geoffrey E. Hinton ,  Andrea Tagliasacchi

IPC: G06T17/00 ,  G06V20/64 ,  G06N3/08 ,  G06N3/04

Abstract: Methods, systems, and apparatus including computer programs encoded on a computer storage medium, for generating convex decomposition of objects using neural network models. One of the methods includes receiving an input that depicts an object. The input is processed using a neural network to generate an output that defines a convex representation of the object. The output includes, for each of a plurality of convex elements, respective parameters that define a position of the convex element in the convex representation of the object.

公开(公告)号：US20210319209A1

公开(公告)日：2021-10-14

申请号：US16847009

申请日：2020-04-13

Applicant: Google LLC

Inventor： Boyang Deng ,  Kyle Genova ,  Soroosh Yazdani ,  Sofien Bouaziz ,  Geoffrey E. Hinton ,  Andrea Tagliasacchi

IPC: G06K9/00 ,  G06N3/04 ,  G06N3/08 ,  G06T17/00

Abstract: Methods, systems, and apparatus including computer programs encoded on a computer storage medium, for generating convex decomposition of objects using neural network models. One of the methods includes receiving an input that depicts an object. The input is processed using a neural network to generate an output that defines a convex representation of the object. The output includes, for each of a plurality of convex elements, respective parameters that define a position of the convex element in the convex representation of the object.