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