Kenneth J. K. Ong

Semantic-Aware Predictive Mapping for Exploration and Navigation

Predictive mapping can support robotic exploration and navigation by estimating unseen geometric layouts from partial occupancy observations. However, occupancy-only representations may fail to distinguish semantically different structures with similar geometry. This is particularly relevant for indoor doors, which may...