Traffic Sign Detection
Application Background Traffic signs play a crucial role in road traffic systems by displaying current road conditions, alerting drivers to potential hazards, enforcing speed regulations, and prohibiting specific maneuvers like turning or parking in special zones. These functions significantly contribute to road safety. Therefore, traffic sign detection and recognition represent vital research areas for preventing accidents and ensuring driver safety. Among traffic signs, prohibition signs (43 types) hold particular importance by restricting specific behaviors. Speed limit signs and no-turn signs are especially critical for safe driving and remain focal points in current traffic sign recognition research.