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.
System, method, and vehicle for recognition of traffic signs
2024-10-22
Patent
Electronic Resource
English
IPC: | G06V / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung |
SYSTEM, METHOD, AND VEHICLE FOR RECOGNITION OF TRAFFIC SIGNS
European Patent Office | 2022
|Wiley | 2022
|RFID-Based Traffic Signs Recognition System
British Library Conference Proceedings | 2013
|Vehicle control method and system based on traffic signs and traffic sign recognition platform
European Patent Office | 2023
|Traffic Signs, Visibility and Recognition
British Library Conference Proceedings | 1999
|