doi.org
3D Roadway Scene Object Detection with LiDARs in Snowfall Conditions
September 2024 • Ghazal Farhani, Taufiq Rahman, Syed Mostaquim Ali, Andrew Liu, Mohamed I. Zaki, Dominique Charlebois, Benoit Anctil
Because 3D structure of a roadway environment can be characterized directly by a Light Detection and Ranging (LiDAR) sensors, they can be used to obtain exceptional situational awareness for assitive and autonomous driving systems. Although LiDARs demonstrate good performance in clean and clear weather conditions, their performance significantly deteriorates in adverse weather conditions such as those involving atmospheric precipitation. This may render perception capabilities of autonomous systems that use LiDAR …