Ksenia Bittner

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 25

Top Topics

Top Venues

Publications

Daniel Panangian, Ksenia Bittner
Real-GDSR: Real-World Guided DSM Super-Resolution via Edge-Enhancing Residual Network. CoRR (2024)
Vasudha Venkatesan, Daniel Panangian, Mario Fuentes Reyes, Ksenia Bittner
SyntStereo2Real: Edge-Aware GAN for Remote Sensing Image-to-Image Translation while Maintaining Stereo Constraint. CoRR (2024)
Yajin Xu, Philipp Schuegraf, Ksenia Bittner
Vertex Aided Building Polygonization from Satellite Imagery Applying Deep Learning. JURSE (2023)
Philipp Schuegraf, Stefano Zorzi, Friedrich Fraundorfer, Ksenia Bittner
Deep Learning for the Automatic Division of Building Constructions Into Sections on Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Yi Wang, Stefano Zorzi, Ksenia Bittner
Machine-Learned 3D Building Vectorization From Satellite Imagery. CVPR Workshops (2021)
Yi Wang, Stefano Zorzi, Ksenia Bittner
Machine-learned 3D Building Vectorization from Satellite Imagery. CoRR (2021)
Daniele Cerra, Nina Merkle, Corentin Henry, Kevin Alonso, Pablo d'Angelo, Stefan Auer, Reza Bahmanyar, Xiangtian Yuan, Ksenia Bittner, Maximilian Langheinrich, Guichen Zhang, Miguel Pato, Jiaojiao Tian, Peter Reinartz
Stepwise Refinement Of Low Resolution Labels For Earth Observation Data: Part 2. IGARSS (2020)
Stefano Zorzi, Ksenia Bittner, Friedrich Fraundorfer
Machine-learned Regularization and Polygonization of Building Segmentation Masks. ICPR (2020)
Stefano Zorzi, Ksenia Bittner, Friedrich Fraundorfer
Machine-learned Regularization and Polygonization of Building Segmentation Masks. CoRR (2020)
Maximilian Langheinrich, Ksenia Bittner, Peter Reinartz
GAN-Generated Elevation Models in Computational Fluid Dynamics: A Feasibility Study for Complex Urban Terrain. IGARSS (2020)
Stefano Zorzi, Ksenia Bittner, Friedrich Fraundorfer
Map-Repair: Deep Cadastre Maps Alignment and Temporal Inconsistencies Fix in Satellite Images. IGARSS (2020)
Lukas Liebel, Ksenia Bittner, Marco Körner
A Generalized Multi-Task Learning Approach to Stereo DSM Filtering in Urban Areas. CoRR (2020)
Stefano Zorzi, Ksenia Bittner, Friedrich Fraundorfer
Map-Repair: Deep Cadastre Maps Alignment and Temporal Inconsistencies Fix in Satellite Images. CoRR (2020)
Daniele Cerra, Nina Merkle, Corentin Henry, Kevin Alonso, Pablo d'Angelo, Stefan Auer, Reza Bahmanyar, Xiangtian Yuan, Ksenia Bittner, Maximilian Langheinrich, Guichen Zhang, Miguel Pato, Jiaojiao Tian, Peter Reinartz
Stepwise Refinement Of Low Resolution Labels For Earth Observation Data: Part 1. IGARSS (2020)
Philipp Schuegraf, Ksenia Bittner
Automatic Building Footprint Extraction from Multi-Resolution Remote Sensing Images Using a Hybrid FCN. ISPRS Int. J. Geo Inf. 8 (4) (2019)
Pablo d'Angelo, Ksenia Bittner, Thomas Krauß, Peter Reinartz, Daniele Cerra, Seyed Majid Azimi, Nina Merkle, Jiaojiao Tian, Stefan Auer, Miguel Pato, Raquel de los Reyes, Xiangyu Zhuo
3D Semantic Segmentation from Multi-View Optical Satellite Images. IGARSS (2019)
Ksenia Bittner, Marco Körner, Peter Reinartz
DSM Building Shape Refinement from Combined Remote Sensing Images based on Wnet-cGANs. CoRR (2019)
Ksenia Bittner, Marco Körner, Peter Reinartz
DSM Building Shape Refinement from Combined Remote Sensing Images Based on WNET-CGANS. IGARSS (2019)
Ksenia Bittner, Peter Reinartz, Marco Körner
Late or Earlier Information Fusion From Depth and Spectral Data? Large-Scale Digital Surface Model Refinement by Hybrid-CGAN. CVPR Workshops (2019)
Ksenia Bittner, Marco Körner, Peter Reinartz
Late or Earlier Information Fusion from Depth and Spectral Data? Large-Scale Digital Surface Model Refinement by Hybrid-cGAN. CoRR (2019)
Ksenia Bittner, Marco Körner, Friedrich Fraundorfer, Peter Reinartz
Multi-Task cGAN for Simultaneous Spaceborne DSM Refinement and Roof-Type Classification. Remote. Sens. 11 (11) (2019)
Ksenia Bittner, Marco Körner
Automatic Large-Scale 3D Building Shape Refinement Using Conditional Generative Adversarial Networks. CVPR Workshops (2018)
Ksenia Bittner, Fathalrahman Adam, Shiyong Cui, Marco Körner, Peter Reinartz
Building Footprint Extraction From VHR Remote Sensing Images Combined With Normalized DSMs Using Fused Fully Convolutional Networks. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (8) (2018)
Ksenia Bittner, Pablo d'Angelo, Marco Körner, Peter Reinartz
DSM-to-LoD2: Spaceborne Stereo Digital Surface Model Refinement. Remote. Sens. 10 (12) (2018)
Daniele Cerra, Miguel Pato, Emiliano Carmona, Seyed Majid Azimi, Jiaojiao Tian, Reza Bahmanyar, Franz Kurz, Eleonora Vig, Ksenia Bittner, Corentin Henry, Pablo d'Angelo, Rupert Müller, Kevin Alonso, Peter Fischer, Peter Reinartz
Combining Deep and Shallow Neural Networks with Ad Hoc Detectors for the Classification of Complex Multi-Modal Urban Scenes. IGARSS (2018)