Reliable Traffic Sign Recognition: Are We Finally There?

Traffic Signs Recognition (TSR) is a fundamental task for the implementation of automated driving assistance systems. Major technical advancements have been achieved thanks to the adoption of machine learning classifiers, and especially Deep Neural Networks (DNNs), which were successfully used to co...

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Bibliographic Details

Published in:	IEEE Open Journal of Intelligent Transportation Systems
Main Authors:	Muhammad Atif, Tommaso Zoppi, Andrea Ceccarelli, Andrea Bondavalli
Format:	Article
Language:	English
Published:	IEEE 2025-01-01
Subjects:	Traffic sign recognition robustness safety deep learning camera failures
Online Access:	https://ieeexplore.ieee.org/document/11082303/