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ICPR
2004
IEEE
14 years 6 months ago
Global Localization and Relative Pose Estimation Based on Scale-Invariant Features
The capability of maintaining the pose of the mobile robot is central for basic navigation and map building tasks. In this paper we describe a vision-based hybrid localization sch...
Jana Kosecka, Xiaolong Yang
ICRA
2007
IEEE
168views Robotics» more  ICRA 2007»
14 years 2 days ago
A Multi-State Constraint Kalman Filter for Vision-aided Inertial Navigation
— In this paper, we present an Extended Kalman Filter (EKF)-based algorithm for real-time vision-aided inertial navigation. The primary contribution of this work is the derivatio...
Anastasios I. Mourikis, Stergios I. Roumeliotis
ICRA
2002
IEEE
183views Robotics» more  ICRA 2002»
13 years 10 months ago
Mobile Robot Localization Based on Random Closed Set Model Maps
In this paper we present a novel approach to mobile robot navigation in natural unstructured environments. Natural scenes can be considered as random fields where a large number ...
Stefan Rolfes, Maria-João Rendas
IROS
2008
IEEE
156views Robotics» more  IROS 2008»
14 years 5 days ago
Bayesian state estimation and behavior selection for autonomous robotic exploration in dynamic environments
— In order to be truly autonomous, robots that operate in natural, populated environments must have the ability to create a model of these unpredictable dynamic environments and ...
Georgios Lidoris, Dirk Wollherr, Martin Buss
ICRA
2000
IEEE
441views Robotics» more  ICRA 2000»
13 years 10 months ago
Enhanced Mars Rover Navigation Techniques
Robust navigation through rocky terrain by small mobile robots is important for maximizing science return from upcoming missions to Mars. We are addressing this problem at multipl...
Richard Volpe, Tara A. Estlin, Sharon L. Laubach, ...