Mobile robot loop closing using monocular vision SLAM

This paper presents a design and implementation of simultaneous localization and mapping(SLAM) of a mobile robot using a monocular camera. The vSLAM system is based on techniques of extended Kalman filter (EKF) and scaling invariant feature transform (SIFT) algorithms. We propose in this paper a new method to discard outliers and improve the feature… (More)