公开(公告)号：US20210166470A1

公开(公告)日：2021-06-03

申请号：US17114779

申请日：2020-12-08

Applicant: Samsung Electronics Co., Ltd.

Inventor： Eric Mitchell ,  Selim Engin ,  Volkan Isler ,  Daniel Lee

IPC: G06T15/20 ,  G06N3/08 ,  G06N3/04

Abstract: An apparatus for representing a three-dimensional (3D) object, the apparatus includes a memory storing instructions, and a processor configured to execute the instructions to transmit a two-dimensional (2D) image to an external device, based on the 2D image being transmitted, receive, from the external device, mapping function parameters that are obtained using a first neural network, set a mapping function of a second neural network, based on the received mapping function parameters, and based on 3D samples, obtain the 3D object corresponding to the 2D image, using the second neural network of which the mapping function is set.

公开(公告)号：US10922877B2

公开(公告)日：2021-02-16

申请号：US16811755

申请日：2020-03-06

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Eric Mitchell ,  Selim Engin ,  Volkan Isler ,  Daniel Lee

IPC: G06T15/20 ,  G06N3/08 ,  G06N3/04

Abstract: An apparatus for representing a three-dimensional (3D) object, the apparatus includes a memory storing instructions, and a processor configured to execute the instructions to transmit a two-dimensional (2D) image to an external device, based on the 2D image being transmitted, receive, from the external device, mapping function parameters that are obtained using a first neural network, set a mapping function of a second neural network, based on the received mapping function parameters, and based on 3D samples, obtain the 3D object corresponding to the 2D image, using the second neural network of which the mapping function is set.

公开(公告)号：US11145114B2

公开(公告)日：2021-10-12

申请号：US17114779

申请日：2020-12-08

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Eric Mitchell ,  Selim Engin ,  Volkan Isler ,  Daniel Lee

IPC: G06T15/20 ,  G06N3/08 ,  G06N3/04

Abstract: An apparatus for representing a three-dimensional (3D) object, the apparatus includes a memory storing instructions, and a processor configured to execute the instructions to transmit a two-dimensional (2D) image to an external device, based on the 2D image being transmitted, receive, from the external device, mapping function parameters that are obtained using a first neural network, set a mapping function of a second neural network, based on the received mapping function parameters, and based on 3D samples, obtain the 3D object corresponding to the 2D image, using the second neural network of which the mapping function is set.

公开(公告)号：US20210005013A1

公开(公告)日：2021-01-07

申请号：US16811755

申请日：2020-03-06

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Eric Mitchell ,  Selim Engin ,  Volkan Isler ,  Daniel Lee

IPC: G06T15/20 ,  G06N3/04 ,  G06N3/08

Abstract: An apparatus for representing a three-dimensional (3D) object, the apparatus includes a memory storing instructions, and a processor configured to execute the instructions to transmit a two-dimensional (2D) image to an external device, based on the 2D image being transmitted, receive, from the external device, mapping function parameters that are obtained using a first neural network, set a mapping function of a second neural network, based on the received mapping function parameters, and based on 3D samples, obtain the 3D object corresponding to the 2D image, using the second neural network of which the mapping function is set.