Multi-View Instance Matching with Learned Geometric Soft-Constraints

by Ahmed Samy Nassar, Sébastien Lefèvre, Jan Dirk Wegner
Published 2020-11-01

Foreword to the Special Issue on Machine Learning for Geospatial Data Analysis

by Jan Dirk Wegner, Ribana Roscher, Michele Volpi, Fabio Veronesi
Published 2018-04-01

Flood Water Depth Prediction with Convolutional Temporal Attention Networks

by Priyanka Chaudhary, João P. Leitão, Konrad Schindler, Jan Dirk Wegner
Published 2024-04-01

Modeling of Residual GNSS Station Motions through Meteorological Data in a Machine Learning Approach

by Pia Ruttner, Roland Hohensinn, Stefano D’Aronco, Jan Dirk Wegner, Benedikt Soja
Published 2021-12-01

Applying deep neural networks to predict incidence and phenology of plant pests and diseases

by Marc Grünig, Elisabeth Razavi, Pierluigi Calanca, Dominique Mazzi, Jan Dirk Wegner, Loïc Pellissier
Published 2021-10-01

The Hessigheim 3D (H3D) benchmark on semantic segmentation of high-resolution 3D point clouds and textured meshes from UAV LiDAR and Multi-View-Stereo

by Michael Kölle, Dominik Laupheimer, Stefan Schmohl, Norbert Haala, Franz Rottensteiner, Jan Dirk Wegner, Hugo Ledoux
Published 2021-10-01

Mapping drivers of tropical forest loss with satellite image time series and machine learning

by Jan Pišl, Marc Rußwurm, Lloyd Haydn Hughes, Gaston Lenczner, Linda See, Jan Dirk Wegner, Devis Tuia
Published 2024-01-01

Multispecies deep learning using citizen science data produces more informative plant community models

by Philipp Brun, Dirk N. Karger, Damaris Zurell, Patrice Descombes, Lucienne C. de Witte, Riccardo de Lutio, Jan Dirk Wegner, Niklaus E. Zimmermann
Published 2024-05-01

Domain Adaptation for Semantic Segmentation of Historical Panchromatic Orthomosaics in Central Africa

by Nicholus Mboga, Stefano D’Aronco, Tais Grippa, Charlotte Pelletier, Stefanos Georganos, Sabine Vanhuysse, Eléonore Wolff, Benoît Smets, Olivier Dewitte, Moritz Lennert, Jan Dirk Wegner
Published 2021-08-01

Flood Uncertainty Estimation Using Deep Ensembles

by Priyanka Chaudhary, João P. Leitão, Tabea Donauer, Stefano D’Aronco, Nathanaël Perraudin, Guillaume Obozinski, Fernando Perez-Cruz, Konrad Schindler, Jan Dirk Wegner, Stefania Russo
Published 2022-09-01

The Hessigheim 3D (H3D) benchmark on semantic segmentation of high-resolution 3D point clouds and textured meshes from UAV LiDAR and Multi-View-Stereo

by Kölle, Michael (author), Laupheimer, Dominik (author), Schmohl, Stefan (author), Haala, Norbert (author), Rottensteiner, Franz (author), Wegner, Jan Dirk (author), Ledoux, H. (author)
Published 2021