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:
Jan. 05, 2021

Filed:

Jan. 16, 2018
Applicant:

Mentor Graphics Development (Deutschland) Gmbh, Wilsonville, OR (US);

Inventors:

Ljubo Mercep, Munich, DE;

Matthias Pollach, Munich, DE;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G05D 1/00 (2006.01); G01S 17/931 (2020.01); G01S 17/86 (2020.01); G01S 15/86 (2020.01); G06T 7/73 (2017.01); G06T 7/77 (2017.01); G06T 7/277 (2017.01); G06K 9/00 (2006.01); G06T 7/246 (2017.01); G06K 9/62 (2006.01); G06K 9/46 (2006.01); G01S 15/87 (2006.01); G01S 13/72 (2006.01); G01S 13/86 (2006.01); G01S 7/41 (2006.01); G01S 15/66 (2006.01); G01S 17/66 (2006.01); G01S 17/87 (2020.01); G01S 13/87 (2006.01); G06N 20/00 (2019.01); G01S 15/931 (2020.01); G01S 13/931 (2020.01); G01S 7/539 (2006.01); G01S 7/48 (2006.01); B60R 16/023 (2006.01); G06T 7/521 (2017.01); G06T 7/55 (2017.01); G06K 9/66 (2006.01); G05D 1/02 (2020.01);
U.S. Cl.
CPC ...
G05D 1/0088 (2013.01); B60R 16/0231 (2013.01); G01S 7/4808 (2013.01); G01S 7/539 (2013.01); G01S 13/723 (2013.01); G01S 13/862 (2013.01); G01S 13/865 (2013.01); G01S 13/867 (2013.01); G01S 13/87 (2013.01); G01S 13/931 (2013.01); G01S 15/66 (2013.01); G01S 15/86 (2020.01); G01S 15/931 (2013.01); G01S 17/86 (2020.01); G01S 17/87 (2013.01); G01S 17/931 (2020.01); G06K 9/00201 (2013.01); G06K 9/00791 (2013.01); G06K 9/00805 (2013.01); G06K 9/4604 (2013.01); G06K 9/6267 (2013.01); G06K 9/6282 (2013.01); G06K 9/6289 (2013.01); G06K 9/6296 (2013.01); G06K 9/66 (2013.01); G06N 20/00 (2019.01); G06T 7/251 (2017.01); G06T 7/277 (2017.01); G06T 7/521 (2017.01); G06T 7/55 (2017.01); G06T 7/75 (2017.01); G06T 7/77 (2017.01); G01S 2013/9323 (2020.01); G01S 2013/9324 (2020.01); G01S 2013/93271 (2020.01); G01S 2013/93272 (2020.01); G01S 2013/93274 (2020.01); G05D 1/024 (2013.01); G05D 1/0246 (2013.01); G05D 1/0255 (2013.01); G05D 1/0257 (2013.01); G05D 2201/0213 (2013.01); G06K 9/00825 (2013.01); G06K 2009/00738 (2013.01); G06T 2207/10016 (2013.01); G06T 2207/10028 (2013.01); G06T 2207/10044 (2013.01); G06T 2207/20072 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/30252 (2013.01); G06T 2207/30261 (2013.01);
Abstract

This application discloses training of a classification system for an assisted or automated driving system of a vehicle. A processing system can label sensor measurement data collected by sensors mounted in the vehicle with classifications, which can include a type of an object associated with the sensor measurement data and a confidence level of the classification. A training system can utilize the classifications labeled to the sensor measurement data to train a classification graph utilized by the classification system. The training system can select a node in a classification graph based, at least in part, on a classification labeled to sensor measurement data. The training system can compare the sensor measurement data to matchable data in the selected node, and modify the classification graph based, at least in part, on differences between the sensor measurement data and the matchable data in the selected node.


Find Patent Forward Citations

Quick Actions:

Mercep, Ljubo. (2021). Training of machine learning sensor data classification system (U.S. Patent No. 10884409). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/10884409

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