pamayo

/Paul Amayo

About Paul Amayo

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So far Paul Amayo has created 2 blog entries.

Efficient Non-Parametric Surface Representations Using Active Sampling for Push Broom Laser Data

Abstract—This paper concerns the creation of efficient surface representations from laser point clouds. We produce a continuous, implicit, non-parametric representation with an update time that is constant. The algorithm places no restriction on the complexity of the underlying workspace surfaces and automatically prunes redundant data via an information theoretic criterion. This criterion makes the use [...]

Parsing Outdoor Scenes from Streamed 3D Laser Data Using Online Clustering and Incremental Belief Updates

Abstract - 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 incre- mental belief update in an evolving undirected graphical model. The fusion of these techniques allows the [...]