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This book is a collection of proceedings of the talks given at the 2016 annual joint workshop of Fraunhofer IOSB and the Vision and Fusion Laboratory (IES) by the doctoral students of both institutions. The topics of individual contributions range from computer vision, optical metrology, and machine learning to data fusion and human-machine interaction.