Completed Projects
- Integrated Lake Ice Monitoring and Generation of Sustainable, Reliable, Long Time-Series
- Integrated Monitoring of Ice in selected Swiss Lakes
- Massively Parallel Multiview Stereopsis by Surface Normal Diffusion
- Hyperspectral Image Super-Resolution
- Semantic 3D Reconstruction of Urban Scenes
- Pixel-accurate Semantic Segmentation of Aerial Images with fully convolutional neural Nets
- Reasoning in Large-Scale Urban Areas
- Automatic registration of partially overlapping terrestrial laser scanner point clouds
- Super-Resolution of Multispectral Multiresolution Sensors
- Beyond Hand-Crafted Features in Remote Sensing
- Conditional Random Field models for road network extraction
- Globally Optimal Multi-target Tracking
- High-level 3D object and scene modeling from single views
- Piecewise Rigid Scene Flow
- Predicting Matchability
- VINO - Visual Northkeeping
- VocMatch: Efficient Multiview Correspondence for Structure from Motion
- BARC: Learning to Regress 3D Dog Shape from Images by Exploiting Breed Information
- Automatic Drone Tracking and 3D Trajectory Reconstruction
- Registration of 3D Point Clouds with Low Overlap
- Geometric Deep Learning for Point Cloud Processing
- Deep Snow: Deep Learning for Snow Depth Monitoring
- 4Real: real-time urban pluvial flood forecasting
- Shade-Tree Cover and Carbon Stock Assessment for Cocoa Agroforests
- Large-Scale Crop Classification from Satellite Images
- Deep Residual Stereo Reconstruction for Urban City Modeling
- Unsupervised Transformation between Image Pixels and 3D Representations
- Biodiversity Estimation from Satellite Images
- Yield Prediction with Satellite Images and Machine Learning
- Automated Large-scale High Carbon Stock Estimation from Space
- Combining Deep Learning and Social Media Data for Flood Water Height Estimation
- Learned Multi-View Texture Super-Resolution
- Learning the Similarity for Classification
- 3D Scene Understanding
- Volumetric Fluid Flow Estimation
- Cataloging Public Objects at City-Scale from Aerial and Street-level Images
- Large-Scale Deep Learning for Automatic Generation of Online Maps
- Integrated Lake Ice Monitoring and Generation of Sustainable, Reliable, Long Time-Series
- Pixel-accurate Semantic Segmentation of Aerial Images with fully convolutional neural Nets
- Hyperspectral Image Super-Resolution
- Reasoning in Large-Scale Urban Areas
- Super-Resolution of Multispectral Multiresolution Sensors
- Integrated Monitoring of Ice in selected Swiss Lakes
- Semantic 3D Reconstruction of Urban Scenes
- Massively Parallel Multiview Stereopsis by Surface Normal Diffusion
- Hyperspectral Image Super-Resolution
- 3D Scene Understanding
- Joint Volumetric Flow Estimation and Tracking of Zooplankton in Turbulence Fluids
- Pixel-accurate Semantic Segmentation of Aerial Images with fully convolutional neural Nets
- Cataloging Public Objects at City-Scale from Aerial and Street-level Images
- Large-Scale Deep Learning for Automatic Generation of Online Maps
- Reasoning in Large-Scale Urban Areas
- Integrated Monitoring of Ice in selected Swiss Lakes