The Importance of Loss Functions for Increasing the Generalization Abilities of a Deep Learning-Based next Frame Prediction Model for Traffic Scenes

by Sandra Aigner, Marco Körner
Published 2020-04-01

Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders

by Marc Rußwurm, Marco Körner
Published 2018-03-01

Automatic and Semantically-Aware 3D UAV Flight Planning for Image-Based 3D Reconstruction

by Tobias Koch, Marco Körner, Friedrich Fraundorfer
Published 2019-06-01

Multi-Task cGAN for Simultaneous Spaceborne DSM Refinement and Roof-Type Classification

by Ksenia Bittner, Marco Körner, Friedrich Fraundorfer, Peter Reinartz
Published 2019-05-01

DSM-to-LoD2: Spaceborne Stereo Digital Surface Model Refinement

by Ksenia Bittner, Pablo d’Angelo, Marco Körner, Peter Reinartz
Published 2018-11-01

Building Footprint Extraction From VHR Remote Sensing Images Combined With Normalized DSMs Using Fused Fully Convolutional Networks

by Ksenia Bittner, Fathalrahman Adam, Shiyong Cui, Marco Korner, Peter Reinartz
Published 2018-01-01