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:
Mar. 26, 2024

Filed:

Nov. 10, 2022
Applicant:

Nvidia Corporation, Santa Clara, CA (US);

Inventors:

Mansi Rankawat, Santa Clara, CA (US);

Jian Yao, Sunnyvale, CA (US);

Dong Zhang, Fremont, CA (US);

Chia-Chih Chen, San Jose, CA (US);

Assignee:

NVIDIA Corporation, Santa Clara, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 10/82 (2022.01); G05D 1/00 (2006.01); G06F 18/2413 (2023.01); G06N 3/08 (2023.01); G06T 7/11 (2017.01); G06V 20/58 (2022.01); G06V 30/19 (2022.01); G06V 30/194 (2022.01); G06V 20/56 (2022.01);
U.S. Cl.
CPC ...
G06V 10/82 (2022.01); G05D 1/0088 (2013.01); G05D 1/0246 (2013.01); G06F 18/24143 (2023.01); G06N 3/08 (2013.01); G06T 7/11 (2017.01); G06V 20/58 (2022.01); G06V 30/19173 (2022.01); G06V 30/194 (2022.01); G05D 2201/0213 (2013.01); G06T 2207/30252 (2013.01); G06V 20/588 (2022.01);
Abstract

In various examples, sensor data may be received that represents a field of view of a sensor of a vehicle located in a physical environment. The sensor data may be applied to a machine learning model that computes both a set of boundary points that correspond to a boundary dividing drivable free-space from non-drivable space in the physical environment and class labels for boundary points of the set of boundary points that correspond to the boundary. Locations within the physical environment may be determined from the set of boundary points represented by the sensor data, and the vehicle may be controlled through the physical environment within the drivable free-space using the locations and the class labels.


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