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» On the Use of Landmarks in LPG
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ICML
2000
IEEE
16 years 6 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 10 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
16 years 7 days 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»
16 years 12 days 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»
16 years 4 days 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