Ksenia Bittner

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

Ksenia Bittner, Fathalrahman Adam, Shiyong Cui et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2018 · 142 citations · Full text

BUILDING EXTRACTION FROM REMOTE SENSING DATA USING FULLY CONVOLUTIONAL NETWORKS

Ksenia Bittner, Shiyong Cui, Peter Reinartz · ˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences · 2017 · 98 citations · Full text

Convolutional Neural Network, Scene Analysis, Engineering +21

Automatic Building Footprint Extraction from Multi-Resolution Remote Sensing Images Using a Hybrid FCN

Philipp Schuegraf, Ksenia Bittner · ISPRS International Journal of Geo-Information · 2019 · 92 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

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

Ksenia Bittner, Pablo d’Angelo, Marco Körner et al. · Remote Sensing · 2018 · 40 citations · Full text

Engineering, Machine Learning, Stereo Imaging +24

Machine-learned 3D Building Vectorization from Satellite Imagery

Yi Wang, Stefano Zorzi, Ksenia Bittner · 2021 · 30 citations

Engineering, Machine Learning, 3D Modeling +20