Bayes Networks on Ice: Robotic Search for Antarctic Meteorites - Robotics Institute Carnegie Mellon University

Bayes Networks on Ice: Robotic Search for Antarctic Meteorites

Conference Paper, Proceedings of (NeurIPS) Neural Information Processing Systems, pp. 949 - 955, November, 2000

Abstract

A Bayes network based classifier for distinguishing terrestrial rocks from meteorites is implemented onboard the Nomad robot. Equipped with a camera, spectrometer and eddy current sensor, this robot searched the ice sheets of Antarctica and autonomously made the first robotic identification of a meteorite, in January 2000 at the Elephant Moraine. This paper discusses rock classification from a robotic platform, and describes the system onboard Nomad.

BibTeX

@conference{Pedersen-2000-120683,
author = {Liam Pedersen and Dimi Apostolopoulos and Red Whittaker},
title = {Bayes Networks on Ice: Robotic Search for Antarctic Meteorites},
booktitle = {Proceedings of (NeurIPS) Neural Information Processing Systems},
year = {2000},
month = {November},
pages = {949 - 955},
}