In continuation of our previous work on visual, appearance-based localization and mapping, we presented in [5] a novel appearance-based, visual SLAM approach. The essential contribution of this work was an adaptive sensor model, which is estimated online, and a graph matching scheme to evaluate the likelihood of a given topological map. Both methods enable the combination of an appearance-based...