1. A computer implemented method for unattended detection of a current terrain to be traversed by a mobile device, comprising the steps of: receiving visual input of the current terrain for a plurality of positions; receiving audio input corresponding to the current terrain for the plurality of positions; fusing the video input with the audio input using a classifier; and classifying the type of the terrain with the classifier.