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:
Dec. 03, 2024

Filed:

Apr. 14, 2022
Applicant:

Toyota Research Institute, Inc., Los Altos, CA (US);

Inventors:

Kun-Hsin Chen, San Francisco, CA (US);

Shunsho Kaku, Mountain View, CA (US);

Jie Li, San Jose, CA (US);

Steven Parkison, Ann Arbor, MI (US);

Jeffrey M. Walls, Mountain View, CA (US);

Kuan-Hui Lee, San Jose, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 20/56 (2022.01); B60W 60/00 (2020.01); G06N 3/02 (2006.01); G06N 3/045 (2023.01); G06T 7/10 (2017.01); G06T 7/70 (2017.01); G06T 9/00 (2006.01); G06V 10/764 (2022.01);
U.S. Cl.
CPC ...
G06V 20/588 (2022.01); B60W 60/001 (2020.02); G06N 3/02 (2013.01); G06T 7/10 (2017.01); G06T 7/70 (2017.01); G06T 9/00 (2013.01); G06V 10/764 (2022.01); B60W 2420/403 (2013.01); G06N 3/045 (2023.01); G06T 2207/10024 (2013.01); G06T 2207/20021 (2013.01); G06T 2207/30241 (2013.01); G06T 2207/30256 (2013.01);
Abstract

A method for an end-to-end boundary lane detection system is described. The method includes gridding a red-green-blue (RGB) image captured by a camera sensor mounted on an ego vehicle into a plurality of image patches. The method also includes generating different image patch embeddings to provide correlations between the plurality of image patches and the RGB image. The method further includes encoding the different image patch embeddings into predetermined categories, grid offsets, and instance identifications. The method also includes generating lane boundary keypoints of the RGB image based on the encoding of the different image patch embeddings.


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