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    Augmented Autoencoders: Implicit 3D Orientation Learning for 6D Object Detection

    We propose a real-time RGB-based pipeline for object detection and 6D pose estimation. Our novel 3D orientation estimation is based on a variant of the Denoising Autoencoder that is trained on simulated views ...

    Martin Sundermeyer, Zoltan-Csaba Marton in International Journal of Computer Vision (2020)