M. V. Babu

A unified pipeline for traffic sign detection using resolution aware dataset reduction

Robust traffic sign detection is an important factor of safe autonomous driving, allowing vehicles to accurately interpret and comply with dynamic road regulations. However, real world deployment remains heavily challenged by distant, extra-small signs, as well as partial occlusions from trees, structures, or other v...