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:
Nov. 05, 2024

Filed:

Oct. 23, 2020
Applicant:

Ford Global Technologies, Llc, Dearborn, MI (US);

Inventors:

Jason Ziglar, Pittsburgh, PA (US);

Arsenii Saranin, Pittsburgh, PA (US);

Basel Alghanem, Pittsburgh, PA (US);

G. Peter K. Carr, Allison Park, PA (US);

Assignee:

Ford Global Technologies, LLC, Dearborn, MI (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G01S 17/931 (2020.01); G06F 18/22 (2023.01); G06F 18/2413 (2023.01); G06N 7/00 (2023.01); G06N 7/01 (2023.01); G06T 5/50 (2006.01); G06T 7/70 (2017.01);
U.S. Cl.
CPC ...
G01S 17/931 (2020.01); G06F 18/22 (2023.01); G06F 18/24147 (2023.01); G06N 7/01 (2023.01); G06T 5/50 (2013.01); G06T 7/70 (2017.01); G06T 2207/10028 (2013.01); G06T 2207/30252 (2013.01); G06V 2201/07 (2022.01);
Abstract

Systems and methods for object detection. Object detection may be used to control autonomous vehicle(s). For example, the methods comprise: obtaining, by a computing device, a LiDAR dataset generated by a LiDAR system of the autonomous vehicle; and using, by the computing device. The LiDAR dataset and image(s) are used to detect an object that is in proximity to the autonomous vehicle. The object is detected by: computing a distribution of object detections that each point of the LiDAR dataset is likely to be in; creating a plurality of segments of LiDAR data points using the distribution of object detections; and detecting the object in a point cloud defined by the LiDAR dataset based on the plurality of segments of LiDAR data points. The object detection may be used to facilitate at least one autonomous driving operation.


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