2026
MAD-BA: 3D LiDAR Bundle Adjustment -- from Uncertainty Modelling to Structure Optimization
Krzysztof Cwian, Luca Di Giammarino, Simone Ferrari, Thomas Alessandro Ciarfuglia, Giorgio Grisetti, Piotr Skrzypczynski
ICRA 2026poster
The joint optimization of sensor poses and 3D structure is fundamental for state estimation in robotics and related fields. Current LiDAR systems often prioritize pose optimization, with structure refinement either omitted or treated separately using implicit representations. This paper introduces a…