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» Robot Localization Using a Computer Vision Sextant
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ICRA
1998
IEEE
143views Robotics» more  ICRA 1998»
15 years 1 months ago
Maximum Likelihood Rover Localization by Matching Range Maps
This paper describes maximum likelihood estimation techniques for performing rover localization in natural terrain by matching range maps. An occupancy map of the local terrain is...
Clark F. Olson, Larry Matthies
ICPR
2002
IEEE
15 years 10 months ago
On the Equivalence of Local-Mode Finding, Robust Estimation and Mean-Shift Analysis as Used in Early Vision Tasks
In this paper we show the equivalence of three techniques used in image processing: local-mode finding, robust-estimation and mean-shift analysis. The computational common element...
Rein van den Boomgaard, Joost van de Weijer
NN
2008
Springer
114views Neural Networks» more  NN 2008»
14 years 9 months ago
Event detection and localization for small mobile robots using reservoir computing
Reservoir Computing (RC) techniques use a fixed (usually randomly created) recurrent neural network, or more generally any dynamic system, which operates at the edge of stability,...
Eric A. Antonelo, Benjamin Schrauwen, Dirk Strooba...
ICPR
2000
IEEE
15 years 2 months ago
Gabor Filters for Object Localization and Robot Grasping
We present a system for learning the 3 DOF finepositioning task of a robot manipulator (Puma 260) using a gripper mounted camera. Small lateral gripper-target misalignments are c...
Jörg A. Walter, Bert Arnrich
ICRA
2002
IEEE
102views Robotics» more  ICRA 2002»
15 years 2 months ago
Maximally Informative Statistics for Localization and Mapping
This paper presents an algorithm for simultaneous localization and mapping for a mobile robot using monocular vision and odometry. The approach uses Variable State Dimension Filte...
Matthew Deans