Ksenia Bittner

40 papers A 1B 1C 9Journal 20Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	AIM2PC: Aerial Image to 3D Building Point Cloud Reconstruction. CoRR Soulaimene Turki, Daniel Panangian, Houda Chaabouni-Chouayakh, Ksenia Bittner
2025	A	`conf`	Can Location Embeddings Enhance Super-Resolution of Satellite Imagery? WACV Daniel Panangian, Ksenia Bittner
2025	J	`jnl`	Can Location Embeddings Enhance Super-Resolution of Satellite Imagery? CoRR Daniel Panangian, Ksenia Bittner
2025	—	`conf`	Dfilled: Repurposing Edge-Enhancing Diffusion for Guided DSM Void Filling. WACV (Workshops) Daniel Panangian, Ksenia Bittner
2025	J	`jnl`	Dfilled: Repurposing Edge-Enhancing Diffusion for Guided DSM Void Filling. CoRR Daniel Panangian, Ksenia Bittner
2025	J	`jnl`	Efficient Building Roof Type Classification: A Domain-Specific Self-Supervised Approach. CoRR Guneet Mutreja, Ksenia Bittner
2025	—	`conf`	Graph-Based Roof Reconstruction with Synthetic Data Supervision from Misaligned Labels. DAGM GCPR Chaikal Amrullah, Ksenia Bittner
2025	J	`jnl`	HiRes-FusedMIM: A High-Resolution RGB-DSM Pre-trained Model for Building-Level Remote Sensing Applications. CoRR Guneet Mutreja, Philipp Schuegraf, Ksenia Bittner
2025	—	`conf`	PolyRoof: Precision Roof Polygonization in Urban Residential Building with Graph Neural Networks. JURSE Chaikal Amrullah, Daniel Panangian, Ksenia Bittner
2025	J	`jnl`	PolyRoof: Precision Roof Polygonization in Urban Residential Building with Graph Neural Networks. CoRR Chaikal Amrullah, Daniel Panangian, Ksenia Bittner
2024	C	`conf`	Ai-Based Building Instance Segmentation in Formal and Informal Settlements. IGARSS Philipp Schuegraf, Dorothee Stiller, Jiaojiao Tian, Thomas Stark, Michael Wurm, Hannes Taubenböck, Ksenia Bittner
2024	C	`conf`	Enhancing Building Shape Details Through Deep Learning in Single-Image SAR-Based DSM. IGARSS Ksenia Bittner, Michael Recla, Stefan Auer, Michael Schmitt
2024	J	`jnl`	Real-GDSR: Real-World Guided DSM Super-Resolution via Edge-Enhancing Residual Network. CoRR Daniel Panangian, Ksenia Bittner
2024	J	`jnl`	Roof plane parsing towards LoD-2.2 building reconstruction based on joint learning using remote sensing images. Int. J. Appl. Earth Obs. Geoinformation Yajin Xu, Juilson Jubanski, Ksenia Bittner, Florian Siegert
2024	—	`conf`	SyntStereo2Real: Edge-Aware GAN for Remote Sensing Image-to-Image Translation while Maintaining Stereo Constraint. CVPR Workshops Vasudha Venkatesan, Daniel Panangian, Mario Fuentes Reyes, Ksenia Bittner
2024	J	`jnl`	SyntStereo2Real: Edge-Aware GAN for Remote Sensing Image-to-Image Translation while Maintaining Stereo Constraint. CoRR Vasudha Venkatesan, Daniel Panangian, Mario Fuentes Reyes, Ksenia Bittner
2023	J	`jnl`	Deep Learning for the Automatic Division of Building Constructions Into Sections on Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Philipp Schuegraf, Stefano Zorzi, Friedrich Fraundorfer, Ksenia Bittner
2023	—	`conf`	Vertex Aided Building Polygonization from Satellite Imagery Applying Deep Learning. JURSE Yajin Xu, Philipp Schuegraf, Ksenia Bittner
2021	—	`conf`	Machine-Learned 3D Building Vectorization From Satellite Imagery. CVPR Workshops Yi Wang, Stefano Zorzi, Ksenia Bittner
2021	J	`jnl`	Machine-learned 3D Building Vectorization from Satellite Imagery. CoRR Yi Wang, Stefano Zorzi, Ksenia Bittner
2020	J	`jnl`	A Generalized Multi-Task Learning Approach to Stereo DSM Filtering in Urban Areas. CoRR Lukas Liebel, Ksenia Bittner, Marco Körner
2020	C	`conf`	GAN-Generated Elevation Models in Computational Fluid Dynamics: A Feasibility Study for Complex Urban Terrain. IGARSS Maximilian Langheinrich, Ksenia Bittner, Peter Reinartz
2020	B	`conf`	Machine-learned Regularization and Polygonization of Building Segmentation Masks. ICPR Stefano Zorzi, Ksenia Bittner, Friedrich Fraundorfer
2020	J	`jnl`	Machine-learned Regularization and Polygonization of Building Segmentation Masks. CoRR Stefano Zorzi, Ksenia Bittner, Friedrich Fraundorfer
2020	C	`conf`	Map-Repair: Deep Cadastre Maps Alignment and Temporal Inconsistencies Fix in Satellite Images. IGARSS Stefano Zorzi, Ksenia Bittner, Friedrich Fraundorfer
2020	J	`jnl`	Map-Repair: Deep Cadastre Maps Alignment and Temporal Inconsistencies Fix in Satellite Images. CoRR Stefano Zorzi, Ksenia Bittner, Friedrich Fraundorfer
2020	C	`conf`	Stepwise Refinement Of Low Resolution Labels For Earth Observation Data: Part 1. IGARSS 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
2020	C	`conf`	Stepwise Refinement Of Low Resolution Labels For Earth Observation Data: Part 2. IGARSS 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
2019	C	`conf`	3D Semantic Segmentation from Multi-View Optical Satellite Images. IGARSS 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
2019	J	`jnl`	Automatic Building Footprint Extraction from Multi-Resolution Remote Sensing Images Using a Hybrid FCN. ISPRS Int. J. Geo Inf. Philipp Schuegraf, Ksenia Bittner
2019	—	`—`	Building information extraction and refinement from VHR satellite imagery using deep learning techniques. Ksenia Bittner
2019	C	`conf`	DSM Building Shape Refinement from Combined Remote Sensing Images Based on WNET-CGANS. IGARSS Ksenia Bittner, Marco Körner, Peter Reinartz
2019	J	`jnl`	DSM Building Shape Refinement from Combined Remote Sensing Images based on Wnet-cGANs. CoRR Ksenia Bittner, Marco Körner, Peter Reinartz
2019	—	`conf`	Late or Earlier Information Fusion From Depth and Spectral Data? Large-Scale Digital Surface Model Refinement by Hybrid-CGAN. CVPR Workshops Ksenia Bittner, Peter Reinartz, Marco Körner
2019	J	`jnl`	Late or Earlier Information Fusion from Depth and Spectral Data? Large-Scale Digital Surface Model Refinement by Hybrid-cGAN. CoRR Ksenia Bittner, Marco Körner, Peter Reinartz
2019	J	`jnl`	Multi-Task cGAN for Simultaneous Spaceborne DSM Refinement and Roof-Type Classification. Remote. Sens. Ksenia Bittner, Marco Körner, Friedrich Fraundorfer, Peter Reinartz
2018	—	`conf`	Automatic Large-Scale 3D Building Shape Refinement Using Conditional Generative Adversarial Networks. CVPR Workshops Ksenia Bittner, Marco Körner
2018	J	`jnl`	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. Ksenia Bittner, Fathalrahman Adam, Shiyong Cui, Marco Körner, Peter Reinartz
2018	C	`conf`	Combining Deep and Shallow Neural Networks with Ad Hoc Detectors for the Classification of Complex Multi-Modal Urban Scenes. IGARSS 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
2018	J	`jnl`	DSM-to-LoD2: Spaceborne Stereo Digital Surface Model Refinement. Remote. Sens. Ksenia Bittner, Pablo d'Angelo, Marco Körner, Peter Reinartz