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. 30, 2024

Filed:

Oct. 13, 2021
Applicant:

Toyota Motor Engineering & Manufacturing North America, Inc., Plano, TX (US);

Inventors:

Xuewei Qi, Mountain View, CA (US);

Kentaro Oguchi, Mountain View, CA (US);

Yongkang Liu, Mountain View, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G05D 1/02 (2020.01); G06F 18/25 (2023.01); G06F 18/21 (2023.01); G06F 18/2135 (2023.01);
U.S. Cl.
CPC ...
G05D 1/0251 (2013.01); G05D 1/0214 (2013.01); G05D 1/0219 (2013.01); G05D 1/0223 (2013.01); G05D 1/0276 (2013.01); G06F 18/21355 (2023.01); G06F 18/253 (2023.01);
Abstract

In accordance with one embodiment of the present disclosure, method includes obtaining multi-level environment data corresponding to a plurality of driving environment levels, encoding the multi-level environment data at each level, extracting features from the multi-level environment data at each encoded level, fusing the extracted features from each encoded level with a spatial-temporal attention framework to generate a fused information embedding, and decoding the fused information embedding to predict driving environment information at one or more driving environment levels.


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