Parsing outdoor scenes from streamed 3D laser data using online clustering and incremental belief updates

In this paper, we address the problem of continually parsing a stream of 3D point cloud data acquired from a laser sensor mounted on a road vehicle. We leverage an online star clustering algorithm coupled with an incremental belief update in an evolving undirected graphical model. The fusion of thes...

Full description

Bibliographic Details
Main Authors: Triebel, R, Paul, R, Rus, D, Newman, P
Format: Journal article
Language:English
Published: 2012