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ISRR
2005
Springer
118views Robotics» more  ISRR 2005»
14 years 2 months ago
A Provably Consistent Method for Imposing Sparsity in Feature-Based SLAM Information Filters
An open problem in Simultaneous Localization and Mapping (SLAM) is the development of algorithms which scale with the size of the environment. A few promising methods exploit the ...
Matthew Walter, Ryan Eustice, John J. Leonard
ECCV
2010
Springer
13 years 11 months ago
Depth-Encoded Hough Voting for joint object detection and shape recovery
Detecting objects, estimating their pose and recovering 3D shape information is a critical problem in many vision and robotics applications. This paper addresses the above needs by...
RSS
2007
145views Robotics» more  RSS 2007»
13 years 10 months ago
Semantic Modeling of Places using Objects
— While robot mapping has seen massive strides , higher level abstractions in map representation are still not widespread. Maps containing semantic concepts such as objects and l...
Ananth Ranganathan, Frank Dellaert
ICRA
2007
IEEE
143views Robotics» more  ICRA 2007»
14 years 3 months ago
Inverse Depth to Depth Conversion for Monocular SLAM
— Recently it has been shown that an inverse depth parametrization can improve the performance of real-time monocular EKF SLAM, permitting undelayed initialization of features at...
Javier Civera, Andrew J. Davison, J. M. M. Montiel
ICRA
2010
IEEE
145views Robotics» more  ICRA 2010»
13 years 7 months ago
Visual odometry priors for robust EKF-SLAM
— One of the main drawbacks of standard visual EKF-SLAM techniques is the assumption of a general camera motion model. Usually this motion model has been implemented in the liter...
Pablo Fernández Alcantarilla, Luis Miguel B...