Addresses the vision-based loop closure detection problem from different points of view

Deals with the problem of generating topological maps of the environment using efficient appearance-based loop closure detection techniques

Proposes a Bag of Binary Words (BoBW) approach, which generates the dictionary online, avoiding the classical training step, and this scheme is used to efficiently detect loop closures in the image stream