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» Using Real-Time Stereo Vision for Mobile Robot Navigation
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IJCV
2007
140views more  IJCV 2007»
14 years 11 months ago
Omnidirectional Vision Based Topological Navigation
Abstract. In this work we present a novel system for autonomous mobile robot navigation. With only an omnidirectional camera as sensor, this system is able to build automatically a...
Toon Goedemé, Marnix Nuttin, Tinne Tuytelaa...
JMM2
2006
167views more  JMM2 2006»
14 years 11 months ago
Computer Vision Methods for Improved Mobile Robot State Estimation in Challenging Terrains
External perception based on vision plays a critical role in developing improved and robust localization algorithms, as well as gaining important information about the vehicle and ...
Annalisa Milella, Giulio Reina, Roland Siegwart
ECCV
1998
Springer
16 years 1 months ago
Mobile Robot Localisation Using Active Vision
Active cameras provide a mobile robot with the capability to fixate and track features over a wide field of view. However, their use emphasises serial attention focussing on a succ...
Andrew J. Davison, David W. Murray
102
Voted
IROS
2008
IEEE
138views Robotics» more  IROS 2008»
15 years 6 months ago
Deep belief net learning in a long-range vision system for autonomous off-road driving
Abstract— We present a learning-based approach for longrange vision that is able to accurately classify complex terrain at distances up to the horizon, thus allowing high-level s...
Raia Hadsell, Ayse Erkan, Pierre Sermanet, Marco S...
IROS
2007
IEEE
175views Robotics» more  IROS 2007»
15 years 6 months ago
Adaptive long range vision in unstructured terrain
— A novel probabilistic online learning framework for autonomous off-road robot navigation is proposed. The system is purely vision-based and is particularly designed for predict...
Ayse Erkan, Raia Hadsell, Pierre Sermanet, Jan Ben...