Multimodal terrain analysis for an all-terrain crisis Management Robot

In this paper, a novel stereo-based terrain-traversability estimation methodology is proposed. The novelty is that – in contrary to classic depth-based terrain classification algorithms – all the information of the stereo camera system is used, also the color information. Using this approach, depth and color information are fused in order to obtain a higher classification accuracy than is possible with uni-modal techniques