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:
May. 20, 2025

Filed:

Jul. 18, 2022
Applicant:

Wing Aviation Llc, Mountain View, CA (US);

Inventor:

Ali Shoeb, San Rafael, CA (US);

Assignee:

Wing Aviation LLC, Palo Alto, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06T 7/73 (2017.01); B64U 50/19 (2023.01); B64U 101/30 (2023.01); B64U 101/60 (2023.01); G01S 19/48 (2010.01); G05D 1/00 (2024.01); G06T 7/50 (2017.01);
U.S. Cl.
CPC ...
G06T 7/74 (2017.01); G01S 19/485 (2020.05); G05D 1/101 (2013.01); G06T 7/50 (2017.01); B64U 50/19 (2023.01); B64U 2101/30 (2023.01); B64U 2101/60 (2023.01); G06T 2207/10032 (2013.01); G06T 2207/20081 (2013.01);
Abstract

A method includes receiving a two-dimensional (2D) image captured by a camera on a unmanned aerial vehicle (UAV) and representative of an environment of the UAV. The method further includes applying a trained machine learning model to the 2D image to produce a semantic image of the environment and a depth image of the environment, where the semantic image comprises one or more semantic labels. The method additionally includes retrieving reference depth data representative of the environment, wherein the reference depth data includes reference semantic labels. The method also includes aligning the depth image of the environment with the reference depth data representative of the environment to determine a location of the UAV in the environment, where the aligning associates the one or more semantic labels from the semantic image with the reference semantic labels from the reference depth data.


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