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:
Jul. 02, 2024

Filed:

Apr. 26, 2022
Applicant:

Apple Inc., Cupertino, CA (US);

Inventor:

Payal Jotwani, Santa Clara, CA (US);

Assignee:

APPLE INC., Cupertino, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 20/64 (2022.01); G06F 18/214 (2023.01); G06F 18/23 (2023.01); G06N 20/00 (2019.01); G06T 17/00 (2006.01); G06V 20/20 (2022.01); G06T 19/00 (2011.01);
U.S. Cl.
CPC ...
G06V 20/64 (2022.01); G06F 18/214 (2023.01); G06F 18/23 (2023.01); G06N 20/00 (2019.01); G06T 17/00 (2013.01); G06V 20/20 (2022.01); G06T 19/006 (2013.01);
Abstract

In one implementation, a method of semantically labeling a point cloud cluster is performed at a device including one or more processors and non-transitory memory. The method includes obtaining a point cloud of a physical environment including a plurality of points, each of the plurality of points associated with coordinates in a three-dimensional space. The method includes spatially disambiguating portions of the plurality of points into a plurality of clusters. The method includes determining a semantic label based on a volumetric arrangement of the points of a particular cluster of the plurality of clusters. The method includes generating a characterization vector of a particular point of the points of the particular cluster, wherein the characterization vector includes the coordinates of the particular point, a cluster identifier of the particular cluster, and the semantic label.


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