Advancements in Traffic Sign Recognition for Autonomous Vehicles Using DCGAIN and Template Matching

Abstract

AbstractInclement weather often increases traffic accidents due to distractions and reduced visibility, emphasizing the importance of traffic signs in guiding drivers and enforcing safety. However, accurately detecting these signs under varied ...Practical ApplicationsThe proposed deep convolutional generative adversarial imputed networks template-matching (DCGAIN-TM) framework for traffic sign recognition offers significant real-world applicability, particularly in the domains of autonomous ...