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IROS
2007
IEEE
157views Robotics» more  IROS 2007»
14 years 2 months ago
A spatio-temporal probabilistic model for multi-sensor object recognition
— This paper presents a general framework for multi-sensor object recognition through a discriminative probabilistic approach modelling spatial and temporal correlations. The alg...
Bertrand Douillard, Dieter Fox, Fabio T. Ramos
IROS
2007
IEEE
90views Robotics» more  IROS 2007»
14 years 2 months ago
Improved likelihood models for probabilistic localization based on range scans
— Range sensors are popular for localization since they directly measure the geometry of the local environment. Another distinct benefit is their typically high accuracy and spa...
Patrick Pfaff, Christian Plagemann, Wolfram Burgar...
CRV
2011
IEEE
352views Robotics» more  CRV 2011»
12 years 7 months ago
Conformative Filter: A Probabilistic Framework for Localization in Reduced Space
— Algorithmic problem reduction is a fundamental approach to problem solving in many fields, including robotics. To solve a problem using this scheme, we must reduce the problem...
Chatavut Viriyasuthee, Gregory Dudek
ROBOCUP
2005
Springer
82views Robotics» more  ROBOCUP 2005»
14 years 1 months ago
Visual Based Localization for a Legged Robot
— This paper presents a visual based localization mechanism for a legged robot. Our proposal, fundamented on a probabilistic approach, uses a precompiled topological map where na...
Francisco Martín, Vicente Matellán, ...
IROS
2007
IEEE
175views Robotics» more  IROS 2007»
14 years 2 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...