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IROS
2008
IEEE
211views Robotics» more  IROS 2008»
16 years 25 days ago
GP-BayesFilters: Bayesian filtering using Gaussian process prediction and observation models
Abstract— Bayesian filtering is a general framework for recursively estimating the state of a dynamical system. The most common instantiations of Bayes filters are Kalman filt...
Jonathan Ko, Dieter Fox
IROS
2008
IEEE
173views Robotics» more  IROS 2008»
16 years 25 days ago
Automatically smoothing camera pose using cross validation for sequential vision-based 3D mapping
— Building an accurate three dimensional map is an important task for autonomous localisation and navigation. In a sequential approach to reconstruction from video streams, we sh...
Michela Farenzena, Adrien Bartoli, Youcef Mezouar
CRV
2007
IEEE
138views Robotics» more  CRV 2007»
16 years 23 days ago
Terrain Modelling for Planetary Exploration
The success of NASA’s Mars Exploration Rovers has demonstrated the important benefits that mobility adds to planetary exploration. Very soon, mission requirements will impose t...
Ioannis M. Rekleitis, Jean-Luc Bedwani, Sebastien ...
IROS
2007
IEEE
138views Robotics» more  IROS 2007»
16 years 22 days ago
Obstacle detection from IPM and super-homography
— We present in this article a simple method to estimate an IPM view from an embedded camera. The method is based on the tracking of the road markers assuming that the road is lo...
Nicolas Simond, Michel Parent
IROS
2007
IEEE
179views Robotics» more  IROS 2007»
16 years 22 days ago
Incremental learning for place recognition in dynamic environments
Abstract— Vision-based place recognition is a desirable feature for an autonomous mobile system. In order to work in realistic scenarios, visual recognition algorithms should be ...
Jie Luo, Andrzej Pronobis, Barbara Caputo, Patric ...