公开(公告)号：US11222474B2

公开(公告)日：2022-01-11

申请号：US16830848

申请日：2020-03-26

Applicant: Verizon Patent and Licensing Inc.

Inventor： Daniel Kopeinigg ,  Andrew Walkingshaw ,  Arthur van Hoff ,  Charles LePere ,  Christopher Redmann ,  Philip Lee ,  Solmaz Hajmohammadi ,  Sourabh Khire ,  Simion Venshtain

IPC: G06T7/70 ,  G06T19/00 ,  G06T13/40 ,  G06T17/20 ,  G06K9/00 ,  G06N20/00 ,  G06T15/04 ,  G06T15/08

Abstract: An illustrative volumetric capture system accesses a machine learning model associated with bodies of a particular body type, as well as a two-dimensional (2D) image captured by a capture device located at a real-world scene. The 2D image depicts a body of the particular body type that is present at the real-world scene. Using the machine learning model and based on the 2D image, the volumetric capture system identifies a 2D joint location, from a perspective of the capture device, of a particular joint of the body. The volumetric capture system also generates a three-dimensional (3D) reference model of the body that represents the particular joint of the body at a 3D joint location that is determined based on the 2D joint location identified using the machine learning model. Corresponding methods and systems are also disclosed.

公开(公告)号：US11113887B2

公开(公告)日：2021-09-07

申请号：US16428982

申请日：2019-06-01

Applicant: VERIZON PATENT AND LICENSING INC.

Inventor： Daniel Kopeinigg ,  Arthur van Hoff ,  Philip Lee ,  Solmaz Hajmohammadi ,  Sourabh Khire ,  Simion Venshtain ,  Andrew Walkingshaw

IPC: G06T19/00 ,  G06N3/04 ,  G06N20/00 ,  G06Q50/00 ,  G06T7/70 ,  G06K9/62 ,  G06F30/20

Abstract: A method includes receiving two-dimensional video streams from a plurality of cameras, the two-dimensional video streams including multiple angles of a sporting event. The method further includes determining boundaries of the sporting event from the two-dimensional video streams. The method further includes identifying a location of a sporting object during the sporting event. The method further includes identifying one or more players in the sporting event. The method further includes identifying poses of each of the one or more players during the sporting event. The method further includes generating a three-dimensional model of the sporting event based on the boundaries of the sporting event, the location of the sporting object during the sporting event, and the poses of each of the one or more players during the sporting event. The method further includes generating a simulation of the three-dimensional model.

公开(公告)号：US20200312011A1

公开(公告)日：2020-10-01

申请号：US16830848

申请日：2020-03-26

Applicant: Verizon Patent and Licensing Inc.

Inventor： Daniel Kopeinigg ,  Andrew Walkingshaw ,  Arthur van Hoff ,  Charles LePere ,  Christopher Redmann ,  Philip Lee ,  Solmaz Hajmohammadi ,  Sourabh Khire ,  Simion Venshtain

IPC: G06T15/08 ,  G06N20/00 ,  G06T7/70 ,  G06T15/04

Abstract: An illustrative volumetric capture system accesses a machine learning model associated with bodies of a particular body type, as well as a two-dimensional (2D) image captured by a capture device located at a real-world scene. The 2D image depicts a body of the particular body type that is present at the real-world scene. Using the machine learning model and based on the 2D image, the volumetric capture system identifies a 2D joint location, from a perspective of the capture device, of a particular joint of the body. The volumetric capture system also generates a three-dimensional (3D) reference model of the body that represents the particular joint of the body at a 3D joint location that is determined based on the 2D joint location identified using the machine learning model. Corresponding methods and systems are also disclosed.

公开(公告)号：US11217006B2

公开(公告)日：2022-01-04

申请号：US16666338

申请日：2019-10-28

Applicant: Verizon Patent and Licensing Inc.

Inventor： Arthur van Hoff ,  Daniel Kopeinigg ,  Philip Lee ,  Solmaz Hajmohammadi ,  Sourabh Khire ,  Simion Venshtain

IPC: G06T15/20 ,  G06T7/246

Abstract: An exemplary three-dimensional (3D) simulation system accesses a two-dimensional (2D) video image captured by a video capture device and that depicts a bounded real-world scene and a real-world object present within the bounded real-world scene. The 3D simulation system accesses respective 3D models of the bounded real-world scene and the real-world object. Based on the 2D video image, the 3D simulation system tracks a spatial characteristic of the real-world object relative to the bounded real-world scene. Based on the tracked spatial characteristic of the real-world object and the 3D models of the bounded real-world scene and the real-world object, the 3D simulation system generates a 3D simulation of the bounded real-world scene within which the real-world object is simulated in accordance with the tracked spatial characteristic of the real-world object. Corresponding methods and systems are also disclosed.