This video of the original MonoSLAM algorithm was made in January 2004 at the University of Oxford by Andrew Davison, Nicholas Molton and Ian Reid, and shows all the main steps of the MonoSLAM algorithm based on the Extended Kalman Filter, with applications to augmented reality (putting virtual shelves up in a kitchen) and personal position tracking (while washing up!).
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