An Eigenshapes Approach to Compressed Signed Distance Fields and Their Utility in Robot Mapping

Daniel R. Canelhas, Erik Schaffernicht, Todor Stoyanov +2

In order to deal with the scaling problem of volumetric map representations we propose spatially local methods for high-ratio compression of 3D maps, represented as truncated signe…