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. 22, 2024

Filed:

Jun. 17, 2021
Applicant:

Guangzhou Automobile Group Co., Ltd., Guangzhou, CN;

Inventors:

Xiaosheng Shi, Guangzhou, CN;

Jiucai Zhang, Sunnyvale, CA (US);

Donghua Zhu, Guangzhou, CN;

Jinchi Zhang, Guangzhou, CN;

Guorong Li, Guangzhou, CN;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 20/58 (2022.01); B60W 40/04 (2006.01); G06F 18/25 (2023.01); G06N 3/049 (2023.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
G06V 20/582 (2022.01); B60W 40/04 (2013.01); G06F 18/25 (2023.01); G06N 3/049 (2013.01); G06N 3/08 (2013.01); B60W 2554/4046 (2020.02);
Abstract

A system and method for recognizing traffic signs during autonomous driving comprises a camera module obtaining a first recognition, a sensor obtains behavior information of the host vehicle and of nearby vehicles and a connected training module generates parameters for traffic sign recognition according to information as to the behavior of the host vehicle and the nearby vehicles. A recurrent neural network module is connected with the training module and the camera module, and outputs a second traffic sign recognition according to the parameters and the first recognition. Training parameters of the second recognition comprise the traffic sign recognition parameters and the first recognition, the accuracy of the training result being improved by combining other sensors to perform traffic sign recognition training.


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