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. 10, 2022

Filed:

Oct. 15, 2019
Applicant:

Autotalks Ltd., Kfar Netter, IL;

Inventors:

Nir Raviv, Tel Aviv, IL;

Leonid Prokupets, Rehovot, IL;

Onn Haran, Bnei Dror, IL;

Assignee:

Autotalks Ltd., Kfar Netter, IL;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G08G 1/01 (2006.01); H04W 4/44 (2018.01); G07C 5/00 (2006.01); G06N 20/00 (2019.01); G07C 5/08 (2006.01);
U.S. Cl.
CPC ...
G08G 1/0112 (2013.01); G06N 20/00 (2019.01); G07C 5/008 (2013.01); G07C 5/0841 (2013.01); G08G 1/0125 (2013.01); H04W 4/44 (2018.02);
Abstract

Methods and systems for processing vehicle to everything (V2X) messages for use by machine learning applications are disclosed. From each of a plurality of vehicles, one or more V2X messages are received, each V2X message including vehicle-related data associated with the vehicle and the received message. A sequence of frames is generated based on the vehicle-related data from at least a subset of vehicles in the plurality of vehicles. Slices of the sequence of frames are aggregated to generate a plurality of time-lapse images. One or more time-lapse images are processed using a machine learning algorithm to generate an output indicative of a traffic-related prediction.


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