Mark Foster

Source-free Unsupervised Domain Adaptation for 3D Object Detection in Adverse Weather

A domain shift exists between the distributions of large scale, outdoor lidar datasets due to being captured using different types of lidar sensors, in different locations, and under varying weather conditions. Inclement weather in particular affects the quality of lidar data, adding artifacts such…