1 publication

• Published Subscription Review Article 6 Jul 2026

  Deep Learning for Traffic Sign Recognition in Autonomous Vehicles: Challenges, Trends and Future Directions

  By Pradip S. Togrikar, Pritish M. Vibhute

  Abstract: Traffic Sign Recognition (TSR) serves as a fundamental task in the domain of autonomous vehicles (AVs), enabling systems to detect, classify, and respond to road signs with the level of accuracy and speed required for safe navigation. As AV technology continues to evolve, the role of intelligent TSR systems has become increasingly vital. Traditional computer vision techniques, while foundational, often fall short under challenging real-world conditions such as poor lighting, …

  Published in Journal of Advancements in Robotics · Vol. 13, Issue 2, 2026 · pp. 1–7 Read article →