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Introduction – Automation and the Need for Pose Estimation.- Bin-Picking – 5 Decades of Research.- 3D Point Cloud Based Pose Estimation.- Depth Map Based Pose Estimation.- Normal Map Based Pose Estimation.- Summary and Conclusion.