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ICRA
2002
IEEE
183views Robotics» more  ICRA 2002»
13 years 9 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
2006
IEEE
159views Robotics» more  IROS 2006»
13 years 10 months ago
Multi-Level Surface Maps for Outdoor Terrain Mapping and Loop Closing
— To operate outdoors or on non-flat surfaces, mobile robots need appropriate data structures that provide a compact representation of the environment and at the same time suppo...
Rudolph Triebel, Patrick Pfaff, Wolfram Burgard
IBERAMIA
2004
Springer
13 years 10 months ago
Statistical Inference in Mapping and Localization for Mobile Robots
In this paper we tackle the problem of providing a mobile robot with the ability to build a map of its environment using data gathered during navigation. The data correspond to the...
Anita Araneda, Alvaro Soto
ICRA
2007
IEEE
165views Robotics» more  ICRA 2007»
13 years 10 months ago
Probabilistic Appearance Based Navigation and Loop Closing
— This paper describes a probabilistic framework for navigation using only appearance data. By learning a generative model of appearance, we can compute not only the similarity o...
Mark Cummins, Paul M. Newman
ICRA
2006
IEEE
137views Robotics» more  ICRA 2006»
13 years 10 months ago
Using Multi-hypothesis Mapping to close Loops in Complex Cyclic Environments
— This paper describes an off-line, iterative algorithm for simultaneous localization and mapping within large indoor environments. The proposed approach is based on the idea of ...
Haris Baltzakis, Panos E. Trahanias