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:
Jul. 04, 2023

Filed:

Jul. 24, 2020
Applicant:

Safeai, Inc., Milpitas, CA (US);

Inventors:

Lalin Theverapperuma, Santa Clara, CA (US);

Bibhrajit Halder, Sunnyvale, CA (US);

Assignee:

SafeAI, Inc., Milpitas, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
B60W 60/00 (2020.01); B60W 40/06 (2012.01); G01C 21/34 (2006.01); G06N 3/08 (2023.01); G06N 3/04 (2023.01); G06V 10/46 (2022.01); G06V 20/56 (2022.01); G06V 20/64 (2022.01); G06F 18/214 (2023.01);
U.S. Cl.
CPC ...
B60W 60/0025 (2020.02); B60W 40/06 (2013.01); G01C 21/3407 (2013.01); G06F 18/2148 (2023.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01); G06V 10/462 (2022.01); G06V 20/588 (2022.01); G06V 20/647 (2022.01); B60W 2420/42 (2013.01); B60W 2552/00 (2020.02);
Abstract

The present disclosure relates generally to identification of drivable surfaces in connection with autonomously performing various tasks at industrial work sites and, more particularly, to techniques for distinguishing drivable surfaces from non-drivable surfaces based on sensor data. A framework for the identification of drivable surfaces is provided for an autonomous machine to facilitate it to autonomously detect the presence of a drivable surface and to estimate, based on sensor data, attributes of the drivable surface such as road condition, road curvature, degree of inclination or declination, and the like. In certain embodiments, at least one camera image is processed to extract a set features from which surfaces and objects in a physical environment are identified, and to generate additional images for further processing. The additional images are combined with a 3D representation, derived from LIDAR or radar data, to generate an output representation indicating a drivable surface.


Find Patent Forward Citations

Loading…