2 papers
cs.CV2026
Scalable and Differentiable Point-Cloud Registration Using Maximum Mean Discrepancy
Rixon Crane, Fahira Afzal Maken, Nicholas Lawrance +4
We present MMD-Reg, a novel correspondence-free approach to point-cloud registration that is differentiable and has linear computational complexity in the number of points. We mode…
cs.RO2025
Online Adaptive Traversability Estimation through Interaction for Unstructured, Densely Vegetated Environments
Fabio A. Ruetz, Nicholas Lawrance, Emili Hernández +2
Navigating densely vegetated environments poses significant challenges for autonomous ground vehicles. Learning-based systems typically use prior and in-situ data to predict terrai…