April 20, 2021 –
May 20, 2021
Joint Research Center Workshop 2021
위치: Virtual
Computer Vision | Day 1
20 April | 16:30 – 19:15 CEST
| Time (CEST) | Session | Speaker | |
| 16:30–16:35 | Welcome | Scarlet Schwiderski-Grosche, Microsoft | |
| 16:35–16:55 | Keynote: HoloLens, Mixed Reality and Spatial Computing | Marc Pollefeys, ETH Zurich / Microsoft | |
| 16:55–17:40 | Dense Mapping | Chair: Ondrej Miksik, Microsoft | |
| PatchmatchNet: Learned Multi-View Patchmatch Stereo | Fangjinhua Wang (opens in new tab), ETH Zurich (collaboration with Silvano Galliani, Marc Pollefeys, Pablo Speciale and Christoph Vogel, Microsoft) |
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| Volumetric Mapping for Long-term Robot Interaction | Video | Lukas Schmid (opens in new tab), ETH Zurich (collaboration with Cesar Cadena, Roland Siegwart, ETH Zurich and Johannes Schönberger, Juan Nieto, Marc Pollefeys, Microsoft) |
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| Multi-view Appearance Super-resolution with CNNs | Video | Matthieu Armando (opens in new tab), INRIA (collaboration with Edmond Boyer, Jean-Sebastien Franco, INRIA) |
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| 17:40–18:15 | Privacy Preserving SfM | Chair: Ondrej Miksik, Microsoft | |
| Privacy-Preserving Image Features | Video | Mihai Dusmanu (opens in new tab), ETH Zurich (collaboration with Marc Pollefeys and Johannes Schönberger, Sudipta Sinha, Microsoft) |
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| Privacy Preserving Structure-from-Motion | Video | Marcel Geppert (opens in new tab), ETH Zurich (collaboration with Viktor Larsson, ETH Zurich and Pablo Speciale (opens in new tab), Marc Pollefeys, Johannes Schönberger, Microsoft) |
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| 18:20–19:10 | Robotics, Medical Imaging and Mixed Reality | Chair: Mélanie Bernhardt, Jeff Delmerico (opens in new tab), Microsoft | |
| Immersive Multirobot Teleoperation | Roi Poranne (opens in new tab), ETH Zurich (collaboration with Stelian Coros, ETH Zurich and Federica Bogo, Marc Pollefeys, Bugra Tekin, Microsoft) |
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| Project Altair: Infrared Vision and AI-Decision Making for Longer Drone Flights | Video | Florian Achermann (opens in new tab), ETH Zurich (collaboration with Jen Jen Chung, Nicholas Lawrance, Roland Siegwart, ETH Zurich and Debadeepta Dey, Andrey Kolobov, Microsoft Research) |
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| Freetures: Localization in Signed Distance Function Maps | Video | Alexander Millane (opens in new tab), ETH Zurich (collaboration with Jeff Delmerico, Juan Nieto, Marc Pollefeys, Microsoft) |
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| Towards Markerless Surgical Tool and Hand Pose Estimation | Video | Jonas Hein (opens in new tab), ETH Zurich, TUM and Microsoft (collaboration with Philipp Fürnstahl (opens in new tab), Balgrist University Hospital, Nassir Navab (opens in new tab), Technical University of Munich, Marc Pollefeys, ETH Zurich (opens in new tab) / Microsoft) |
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| Test-time Adaptable Neural Networks for Robust Medical Image Segmentation | Video | Neerav Karani (opens in new tab), ETH Zurich (collaboration with Ender Konukoglu (opens in new tab), ETH Zurich) |
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| 19:10 | Conclusions | Scarlet Schwiderski-Grosche, Microsoft |
Computer Vision | Day 2
22 April | 16:30 – 19:20 CEST
| Time (CEST) | Session | Speaker | |
| 16:30–16:35 | Welcome | Scarlet Schwiderski-Grosche, Microsoft | |
| 16:35–16:55 | Keynote: Computer Vision for Social Presence in Mixed Reality | Video | Jamie Shotton, Microsoft | |
| 16:55–17:55 | Humans, Hands & Actions I | Chair: Marek Kowalski (opens in new tab), Microsoft | |
| Semantic-Aware Vector Quantised-Variational Autoencoder for Human Grasp Prediction | Mengshi Qi (opens in new tab), EPFL (collaboration with Pascal Fua, Mathieu Salzmann, EPFL and Marc Pollefeys, Bugra Tekin, Sudipta Sinha, Microsoft) |
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| Treating Touchscreens as Image Sensors for Super-resolution Sensing | Paul Streli (opens in new tab), ETH Zurich (collaboration with Christian Holz, ETH Zurich and Ken Hinckley, Microsoft Research) |
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| Reconstructing 3D Human with Learning-based Method | Video | Boyao Zhou (opens in new tab), INRIA (collaboration with Edmond Boyer, Jean-Sebastien Franco, INRIA and Federica Bogo, Martin de la Gorce, Microsoft) |
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| Controllable Human Motion Generation from Trajectories | Video | Kacper Kania (opens in new tab), Warsaw University of Technology (collaboration with Tomasz Trzcinski, Warsaw University of Technology and Marek Kowalski (opens in new tab), Microsoft) |
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| Learning Motion Priors for 4D Human Body Capture in 3D Scenes | Video | Siwei Zhang (opens in new tab), ETH Zurich (collaboration with Siyu Tang, ETH Zurich and Federica Bogo, Marc Pollefeys, Jamie Shotton, Microsoft) |
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| 18:00–19:00 | Humans, Hands & Actions II | Chair: Bugra Tekin, Microsoft | |
| Digital Characters in Virtual Experiences | Video | Darren Cosker (opens in new tab), Microsoft / University of Bath | ||
| How to Accelerate NeRF by 3 Orders of Magnitude | Stephan Garbin (opens in new tab), Marek Kowalski (opens in new tab), Microsoft | ||
| Towards Unconstrained Joint Hand-object Reconstruction from RGB Videos | Yana Hasson (opens in new tab), INRIA (collaboration with Ivan Laptev, Josef Sivic, INRIA and Marc Pollefeys, Johannes Schönberger, Bugra Tekin, Microsoft) |
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| H2O: Two Hands Manipulating Objects for First Person Interaction Recognition | Video | Taein Kwon (opens in new tab), ETH Zurich (collaboration with Federica Bogo Marc Pollefeys, Bugra Tekin, Microsoft) |
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| 19:00 | Conclusions | Marc Pollefeys, ETH Zurich / Microsoft |