The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Mar. 26, 2024

Filed:

Sep. 22, 2021
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Yu-Siang Chen, Minxiong Township, TW;

Ching-Chun Liu, Taipei, TW;

Ryan Young, Taipei, TW;

Ting-Chieh Yu, Taipei, TW;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/73 (2017.01); G06N 3/04 (2023.01); G06T 7/246 (2017.01); G06V 40/20 (2022.01);
U.S. Cl.
CPC ...
G06T 7/73 (2017.01); G06N 3/04 (2013.01); G06T 7/251 (2017.01); G06V 40/23 (2022.01); G06T 2207/20081 (2013.01); G06T 2207/30221 (2013.01);
Abstract

A computer-implemented method according to one embodiment includes running an initial network on a plurality of images to detect actors pictured therein and body joints of the detected actors. The method further includes running fully-connected networks in parallel, one fully-connected network for each of the detected actors, to reconstruct complete three-dimensional poses of the actors. Sequential model fitting is performed on the plurality of images. The sequential model fitting is based on results of running the initial network and the fully-connected networks. The method further includes determining, based on the sequential model fitting, a locational position for a camera in which the camera has a view of a possible point of collision of two or more of the actors. The camera is instructed to be positioned in the locational position.


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