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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.

Patent No.:

US 12223410 B1

PDFFull Text
Date of Patent:
Feb. 11, 2025

Filed:

Feb. 27, 2024

Lane selection using machine learning

Applicant:

Google Llc, Mountain View, CA (US);

Inventors:

Thomas Deselaers, Zurich, CH;

Victor Carbune, Zurich, CH;

Assignee:

GOOGLE LLC, Mountain View, CA (US);

Attorney:

MARSHALL, GERSTEIN & BORUN LLP

Primary Examiner:

Sizo B Vilakazi

Int. Cl.
CPC ...
G06N 3/006 (2023.01); B60W 30/18 (2012.01); G06F 18/21 (2023.01); G06N 20/00 (2019.01); G06V 10/764 (2022.01); G06V 10/82 (2022.01); G06V 20/56 (2022.01); G06V 20/58 (2022.01);
U.S. Cl.
CPC ...
G06N 3/006 (2013.01); B60W 30/18163 (2013.01); G06F 18/217 (2023.01); G06N 20/00 (2019.01); G06V 10/764 (2022.01); G06V 10/82 (2022.01); G06V 20/58 (2022.01); G06V 20/588 (2022.01); B60W 2420/403 (2013.01); B60W 2520/10 (2013.01); B60W 2552/10 (2020.02); B60W 2555/20 (2020.02);
Abstract

To select a lane in a multi-lane road segment for a vehicle travelling on the road segment, a system identifies, in multiple lanes and in a region ahead of the vehicle, another vehicle defining a target; the system applies an optical flow technique to track the target during a period of time, to generate an estimate of how fast traffic moves; and the system applies the estimate to machine learning (ML) model to generate a recommendation which one of the plurality of lanes the vehicle is to choose.

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Deselaers, Thomas. (2025). Lane selection using machine learning (U.S. Patent No. 12223410). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12223410

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