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. 01, 2022

Filed:

Aug. 31, 2017
Applicant:

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

Inventors:

Daniel Bogdoll, Aachen, DE;

Shreyasha Paudel, Stanford, CA (US);

Tejaswi Koduri, Palo Alto, CA (US);

Assignee:

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

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/04 (2006.01); G06F 30/15 (2020.01); G06F 30/20 (2020.01); G05D 1/02 (2020.01); G06N 3/08 (2006.01); G08G 1/16 (2006.01);
U.S. Cl.
CPC ...
G06N 3/04 (2013.01); G05D 1/0231 (2013.01); G05D 1/0257 (2013.01); G06F 30/15 (2020.01); G06F 30/20 (2020.01); G06N 3/08 (2013.01); G08G 1/16 (2013.01);
Abstract

Original sensor data is received from one or more sensors of a vehicle. Free space around the vehicle is identified according to the sensor data, such as by identifying regions where data points have a height below a threshold. A location for an object model is selected from the free space. A plane is fitted to sensor data around the location and the object model is oriented according to an orientation of the plane. Sensing of the object model by a sensor of the vehicle is simulated to obtain simulated data, which is then added to the original sensor data. Sensor data corresponding to objects that would have been obscured by the object model is removed from the original sensor data. Augmented sensor data may be used to validate a control algorithm or train a machine learning model.


Find Patent Forward Citations

Loading…