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This book collects the proceedings of the talks given at the 2014 annual joint workshop of Fraunhofer IOSB and the Vision and Fusion Laboratory (IES) by the doctoral students of both institutions. The considered research topics range from computer vision, optical metrology, and world modelling to data fusion and human-machine interaction.