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  1. Article

    Open Access

    SRT3D: A Sparse Region-Based 3D Object Tracking Approach for the Real World

    Region-based methods have become increasingly popular for model-based, monocular 3D tracking of texture-less objects in cluttered scenes. However, while they achieve state-of-the-art results, most methods are ...

    Manuel Stoiber, Martin Pfanne, Klaus H. Strobl in International Journal of Computer Vision (2022)

  2. No Access

    Article

    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)