2021
StickyPillars: Robust and Efficient Feature Matching on Point Clouds Using Graph Neural Networks
CVPR 2021poster
Robust point cloud registration in real-time is an important prerequisite for many mapping and localization algorithms. Traditional methods like ICP tend to fail without good initialization, insufficient overlap or in the presence of dynamic objects. Modern deep learning based registration approache…