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ICRA
2005
IEEE
151views Robotics» more  ICRA 2005»
14 years 1 months ago
Multi-Step Look-Ahead Trajectory Planning in SLAM: Possibility and Necessity
Abstract— In this paper, the possibility and necessity of multistep trajectory planning in Extended Kalman Filter (EKF) based SLAM is investigated. The objective of the trajector...
Shoudong Huang, Ngai Ming Kwok, Gamini Dissanayake...
IBPRIA
2007
Springer
14 years 2 months ago
Dimensionless Monocular SLAM
Abstract. It has recently been demonstrated that the fundamental computer vision problem of structure from motion with a single camera can be tackled using the sequential, probabil...
Javier Civera, Andrew J. Davison, J. M. M. Montiel
ICRA
2005
IEEE
118views Robotics» more  ICRA 2005»
14 years 1 months ago
Stable Exploration for Bearings-only SLAM
— Recent work on robotic exploration and active sensing has examined a variety of information-theoretic approaches to efficient and convergent map construction. These involve mo...
Robert Sim
ICML
2007
IEEE
14 years 8 months ago
Bayesian compressive sensing and projection optimization
This paper introduces a new problem for which machine-learning tools may make an impact. The problem considered is termed "compressive sensing", in which a real signal o...
Shihao Ji, Lawrence Carin