Minghao Ning

Extending Operational Design Domain for Perception Systems Through Robust Learning

2024 · IEEE Transactions on Intelligent Vehicles

Perception modules in Autonomous Driving Systems (ADS) provide excellent performance in simple, constrained environments but generally have precarious performance in real driving situations with various weather and lighting conditions. Therefore, robust perception performance in new …