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:
Oct. 21, 2025

Filed:

May. 31, 2023
Applicant:

GM Cruise Holdings Llc, San Francisco, CA (US);

Inventors:

Navaneeth Bodla, Redwood City, CA (US);

Sachithra Hemachandra, Sunnyvale, CA (US);

Gia Tri Nguyen, Kirkland, WA (US);

Shuai Zheng, Santa Clara, CA (US);

Ajaya Hanasoge Shankaranarayana Rao, Sunnyvale, CA (US);

Xiao Zhang, Los Altos, CA (US);

Assignee:

GM CRUISE HOLDINGS LLC, San Francisco, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
B60W 60/00 (2020.01); G06V 10/764 (2022.01); G06V 20/58 (2022.01);
U.S. Cl.
CPC ...
B60W 60/0027 (2020.02); G06V 10/764 (2022.01); G06V 20/58 (2022.01); B60W 2554/402 (2020.02); B60W 2554/4046 (2020.02);
Abstract

Autonomous vehicles utilize perception and understanding of road users to predict behaviors of the road users, and to plan a trajectory for the vehicle. Understanding subtypes and attributes of vehicles may help autonomous vehicles better predict behaviors of and react to vehicles in a variety of road situations. To offer additional understanding capabilities, an additional understanding model is added to the perception and understanding pipeline to improve classification of vehicles and extraction of attributes of the vehicles. The exemplary architectures of the understanding model balance recall and precision performance metrics and computational complexity.


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