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:
Sep. 13, 2022

Filed:

Dec. 11, 2020
Applicant:

Argo Ai, Llc, Pittsburgh, PA (US);

Inventors:

Xiaoyan Hu, Redmond, WA (US);

Lingyuan Wang, Redwood City, CA (US);

Michael Happold, Pittsburgh, PA (US);

Jason Ziglar, Pittsburgh, PA (US);

Assignee:

Argo AI, LLC, Pittsburgh, PA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2022.01); H04N 13/161 (2018.01); G06V 10/26 (2022.01); G06V 10/46 (2022.01); G06V 20/58 (2022.01);
U.S. Cl.
CPC ...
G06K 9/6265 (2013.01); G06V 10/26 (2022.01); G06V 10/462 (2022.01); G06V 20/58 (2022.01); H04N 13/161 (2018.05);
Abstract

Systems and methods for operating a vehicle. The methods comprise, by a processor: obtaining a pair of stereo images captured by a stereo camera; processing the pair of stereo images to generate a disparity map comprising a plurality of pixels defined by intensity values; converting each intensity value to a 3D position in a map (each 3D position defining a location of a data point in a point cloud); performing a hierarchical decision tree classification to determine a classification for each data point in the point cloud (the classification being a foreground classification or a background classification); and using the classifications to facilitate autonomous control of the vehicle.


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