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Straight-lines modelling using planar information for monocular SLAM

André M. SantanaAdelardo A.D. Medeiros — 2012

International Journal of Applied Mathematics and Computer Science

This work proposes a SLAM (Simultaneous Localization And Mapping) solution based on an Extended Kalman Filter (EKF) in order to enable a robot to navigate along the environment using information from odometry and pre-existing lines on the floor. These lines are recognized by a Hough transform and are mapped into world measurements using a homography matrix. The prediction phase of the EKF is developed using an odometry model of the robot, and the updating makes use of the line parameters in Kalman...

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