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» Feature extraction and tracking for scanning range sensors
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JMLR
2010
116views more  JMLR 2010»
14 years 4 months ago
Feature Selection, Association Rules Network and Theory Building
As the size and dimensionality of data sets increase, the task of feature selection has become increasingly important. In this paper we demonstrate how association rules can be us...
Sanjay Chawla
ICASSP
2011
IEEE
14 years 1 months ago
Analysis of human footsteps utilizing multi-axial seismic fusion
This paper introduces a method of enhancing an unattended ground sensor (UGS) system’s classification capability of humans via seismic signatures while subsequently discriminati...
Sean Schumer
ICRA
2006
IEEE
160views Robotics» more  ICRA 2006»
15 years 4 months ago
Model-based Estimation of Off-highway Road Geometry using Single-axis LADAR and Inertial Sensing
Abstract— This paper applies some previously studied extended Kalman filter techniques for planar road geometry estimation to the domain of autonomous navigation of offhighway v...
Lars B. Cremean, Richard M. Murray
FSR
2003
Springer
123views Robotics» more  FSR 2003»
15 years 3 months ago
Learning Predictions of the Load-Bearing Surface for Autonomous Rough-Terrain Navigation in Vegetation
Current methods for off-road navigation using vehicle and terrain models to predict future vehicle response are limited by the accuracy of the models they use and can suffer if th...
Carl Wellington, Anthony Stentz
ICPR
2004
IEEE
15 years 11 months ago
Fusion of Vision, 3D Gyro and GPS for Camera Dynamic Registration
This paper presents a novel framework of hybrid camera pose tracking system for outdoor navigation system. Traditional vision based or inertial sensor based solutions are mostly d...
Francisco Lamosa, Hanqing Lu, Keiichi Uchimura, Zh...