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» On the Use of Landmarks in LPG
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ICML
2000
IEEE
15 years 11 months ago
Meta-Learning by Landmarking Various Learning Algorithms
Landmarking is a novel approach to describing tasks in meta-learning. Previous approaches to meta-learning mostly considered only statistics-inspired measures of the data as a sou...
Bernhard Pfahringer, Hilan Bensusan, Christophe G....
ICRA
1999
IEEE
122views Robotics» more  ICRA 1999»
15 years 2 months ago
Learning Visual Landmarks for Pose Estimation
Abstract-- We present an approach to vision-based mobile robot localization, even without an a-priori pose estimate. This is accomplished by learning a set of visual features calle...
Robert Sim, Gregory Dudek
GBRPR
2007
Springer
15 years 4 months ago
Matching of Tree Structures for Registration of Medical Images
Many medical applications require a registration of different images of the same organ. In many cases, such a registration is accomplished by manually placing landmarks in the ima...
Jan Hendrik Metzen, Tim Kröger, Andrea Schenk...
ICRA
2007
IEEE
159views Robotics» more  ICRA 2007»
15 years 5 months ago
Planning with Uncertainty in Position Using High-Resolution Maps
— We present a novel approach to mobile robot navigation that enables navigation in outdoor environments without GPS. The approach uses a path planner that calculates optimal pat...
Juan Pablo Gonzalez, Anthony Stentz
ICARCV
2006
IEEE
94views Robotics» more  ICARCV 2006»
15 years 4 months ago
Global Localization Robust to GPS Outages using a Vertical Ladar
– This paper presents a localization strategy for vehicles in urban environments by mapping and updating natural landmarks provided by a 2D ladar (laser range scanner) when GPS d...
Maged Jabbour, Philippe Bonnifait