Efficient Vision Transformer for Accurate Traffic Sign Detection. (arXiv:2311.01429v1 [cs.CV])

This research paper addresses the challenges associated with traffic sign
detection in self-driving vehicles and driver assistance systems. The
development of reliable and highly accurate algorithms is crucial for the
widespread adoption of traffic sign recognition and detection (TSRD) in diverse
real-life scenarios. However, this task is complicated by suboptimal traffic
images affected by factors such as camera movement, adverse weather conditions,
and inadequate lighting. This study specifically focuses on traffic sign
detection methods and introduces the application of the …

adoption algorithms arxiv challenges detection development diverse driver driving life paper recognition research research paper self-driving self-driving vehicles systems traffic traffic sign detection transformer vehicles vision