2 papers
cs.LG2026
Multi-Class Boundary Extraction from Implicit Representations
Jash Vira, Andrew Myers, Simon Ratcliffe
Surface extraction from implicit neural representations modelling a single class surface is a well-known task. However, there exist no surface extraction methods from an implicit r…
cs.CV2025
Finding Outliers in a Haystack: Anomaly Detection for Large Pointcloud Scenes
Ryan Faulkner, Luke Haub, Simon Ratcliffe +1
LiDAR scanning in outdoor scenes acquires accurate distance measurements over wide areas, producing large-scale point clouds. Application examples for this data include robotics, a…