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:

Aug. 03, 2018
Applicant:

GM Global Technology Operations Llc, Detroit, MI (US);

Inventors:

Andrea Allais, San Francisco, CA (US);

Adam Samuel Cadien, San Francisco, CA (US);

Elliot Branson, San Francisco, CA (US);

William Gongshu Xie, San Francisco, CA (US);

Micah Christopher Chambers, Oakland, CA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G05D 1/00 (2006.01); G05D 1/02 (2020.01); B60W 10/06 (2006.01); B60W 10/20 (2006.01); G06N 3/08 (2006.01); B60W 10/18 (2012.01); G01S 7/48 (2006.01); G01S 17/931 (2020.01);
U.S. Cl.
CPC ...
G05D 1/0088 (2013.01); B60W 10/06 (2013.01); B60W 10/18 (2013.01); B60W 10/20 (2013.01); G01S 17/931 (2020.01); G05D 1/0212 (2013.01); G05D 1/0238 (2013.01); G06N 3/08 (2013.01); G01S 7/4802 (2013.01); G05D 2201/0212 (2013.01);
Abstract

An autonomous vehicle is described herein. The autonomous vehicle includes a lidar sensor system. The autonomous vehicle additionally includes a computing system that executes a lidar segmentation system, wherein the lidar segmentation system is configured to identify objects that are in proximity to the autonomous vehicle based upon output of the lidar sensor system. The computing system further includes a deep neural network (DNN), where the lidar segmentation system identifies the objects in proximity to the autonomous vehicle based upon output of the DNN. The computing system is further configured to align a heightmap to lidar data output by the lidar sensor system based upon output of the DNN. The lidar segmentation system can identify objects in proximity to the autonomous vehicle based upon the aligned heightmap.


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