Christian Geiß

44 papers A* 1C 3Journal 31Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Geospatiality: the effect of topics on the presence of geolocation in English text data.
Int. J. Geogr. Inf. Sci.
Johannes Mast, Richard Lemoine-Rodríguez, Vanessa Rittlinger, Martin Mühlbauer, Carolin Biewer, Christian Geiß, Hannes Taubenböck
2026 A* conf
GraphVSSM: Graph Variational State-Space Model for Probabilistic Spatiotemporal Inference of Dynamic Exposure and Vulnerability for Regional Disaster Resilience Assessment.
AAAI
Joshua Dimasaka, Christian Geiß, Emily So
2026 J jnl
Modelling spatio-temporal distribution of urban population - A high-resolution model for German cities.
Comput. Environ. Urban Syst.
Peter Priesmeier, Alexander Fekete, Michael Haberl, Christian Geiß, Roland Baumhauer, Hannes Taubenböck
2025 J jnl
BayeSiamMTL: Uncertainty-aware multitask learning for post-disaster building damage assessment.
Int. J. Appl. Earth Obs. Geoinformation
Victor Hertel, Omar Wani, Christian Geiß, Marc Wieland, Hannes Taubenböck
2025 — conf
Characterization of agricultural cultivation areas between 2019-2023 in war zones of Eastern Ukraine using Sentinel-2 data.
JURSE
Christian Geiß, Leonhard Flügge, Michael Schmidt, Hannes Taubenböck
2025 — conf
Comparing Geospatiality of Topics between Geotag- and Geoparsing-based Geolocations.
GeoExT@ECIR
Johannes Mast, Richard Lemoine-Rodríguez, Vanessa Rittlinger, Christian Geiß, Hannes Taubenböck
2025 J jnl
DeepC4: Deep Conditional Census-Constrained Clustering for Large-scale Multitask Spatial Disaggregation of Urban Morphology.
CoRR
Joshua Dimasaka, Christian Geiß, Emily So
2025 J jnl
GraphCSVAE: Graph Categorical Structured Variational Autoencoder for Spatiotemporal Auditing of Physical Vulnerability Towards Sustainable Post-Disaster Risk Reduction.
CoRR
Joshua Dimasaka, Christian Geiß, Robert Muir-Wood, Emily So
2025 J jnl
GraphVSSM: Graph Variational State-Space Model for Probabilistic Spatiotemporal Inference of Dynamic Exposure and Vulnerability for Regional Disaster Resilience Assessment.
CoRR
Joshua Dimasaka, Christian Geiß, Emily So
2025 J jnl
MF-Mamba: Multiscale Convolution and Mamba Fusion Model for Semantic Segmentation of Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens.
Pu Xiao, Yuting Dong, Ji Zhao, Tieqi Peng, Christian Geiß, Yanfei Zhong, Hannes Taubenböck
2025 — conf
Mining-Driven Settlement Dynamics: Evidence from the Cobalt Belt in the Democratic Republic of Congo.
JURSE
Konstantin Müller, John Friesen, Christian Geiß, Hannes Taubenböck
2025 J jnl
Multilabel Learning With ViT for Building Footprint Extraction From Off-Nadir Aerial Images.
IEEE Geosci. Remote. Sens. Lett.
Bipul Neupane, Jagannath Aryal, Abbas Rajabifard, Patrick Aravena Pelizari, Christian Geiß
2025 — conf
Spatial delineations of cities based on web content and built-up age - a case study on North African growth poles from 2010 to 2020.
JURSE
Johannes Mast, Christian Geiß, Hannes Taubenböck
2025 — conf
Urban Infrastructure at Risk: Assessing Landslide Impacts.
JURSE
Mohammad Kazemi Garajeh, Valeria Satriano, Christian Geiß, Hannes Taubenböck, Annibale Guariglia, Parivash Paridad, Raffaele Santangelo, Valerio Tramutoli
2024 J jnl
Global Mapping of Exposure and Physical Vulnerability Dynamics in Least Developed Countries using Remote Sensing and Machine Learning.
CoRR
Joshua Dimasaka, Christian Geiß, Emily So
2023 — conf
Categorizing urban areas into "core", "fringe", and "periphery" based on the built-up morphology.
JURSE
Ines Standfuß, Matthias Weigand, Monika Gähler, Antonia Milbert, Fabian Dosch, Silas Eichfuss, Nikola Sander, Christian Geiß, Hannes Taubenböck
2023 J jnl
Deep Neural Network Regression for Normalized Digital Surface Model Generation With Sentinel-2 Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Konstantin Müller, Robert Leppich, Christian Geiß, Vanessa Borst, Patrick Aravena Pelizari, Samuel Kounev, Hannes Taubenböck
2023 J jnl
In the tension between large-scale analysis and accuracy - Identifying and analysing intra-urban (sub-)centre structures comparing official 3D-building models and TanDEM-X nDSMs.
Comput. Environ. Urban Syst.
Ines Standfuß, Christian Geiß, Marlene Kühnl, Ariane Droin, Johannes Mast, Michael Wurm, Stefan Siedentop, Bastian Heider, Hannes Taubenböck
2023 — conf
LSTM models for spatiotemporal extrapolation of population data.
JURSE
Christian Geiß, Jana Maier, Emily So, Yue Zhu
2023 — conf
Linking remote sensing data and online engagement in flood events in Nigeria.
JURSE
Johannes Mast, Marta Sapena, Christian Geiß, Hannes Taubenböck
2023 J jnl
Semi-supervised learning with constrained virtual support vector machines for classification of remote sensing image data.
Int. J. Appl. Earth Obs. Geoinformation
Christian Geiß, Patrick Aravena Pelizari, Ozan Tunçbilek, Hannes Taubenböck
2022 J jnl
Deep Relearning in the Geospatial Domain for Semantic Remote Sensing Image Segmentation.
IEEE Geosci. Remote. Sens. Lett.
Christian Geiß, Yue Zhu, Chunping Qiu, Lichao Mou, Xiao Xiang Zhu, Hannes Taubenböck
2022 C conf
Mapping of Small Water Bodies with Integrated Spatial Information for Time Series Images of Optical Remote Sensing.
IGARSS
Libei Fan, Yuting Dong, Ji Zhao, Christian Geiß, Lizhe Wang, Hannes Taubenböck
2022 J jnl
Multi-target regressor chains with repetitive permutation scheme for characterization of built environments with remote sensing.
Int. J. Appl. Earth Obs. Geoinformation
Christian Geiß, Elisabeth Brzoska, Patrick Aravena Pelizari, Sven Lautenbach, Hannes Taubenböck
2022 J jnl
Selection of unlabeled source domains for domain adaptation in remote sensing.
Array
Christian Geiß, Alexander Rabuske, Patrick Aravena Pelizari, Stefan Bauer, Hannes Taubenböck
2021 J jnl
Deep Learning-Based Generation of Building Stock Data from Remote Sensing for Urban Heat Demand Modeling.
ISPRS Int. J. Geo Inf.
Michael Wurm, Ariane Droin, Thomas Stark, Christian Geiß, Wolfgang Sulzer, Hannes Taubenböck
2021 J jnl
Disaster Intensity-Based Selection of Training Samples for Remote Sensing Building Damage Classification.
IEEE Trans. Geosci. Remote. Sens.
Luis Moya, Christian Geiß, Masakazu Hashimoto, Erick Mas, Shunichi Koshimura, Günter Strunz
2021 J jnl
Image super-resolution with dense-sampling residual channel-spatial attention networks for multi-temporal remote sensing image classification.
Int. J. Appl. Earth Obs. Geoinformation
Yue Zhu, Christian Geiß, Emily So
2021 J jnl
Multitemporal Relearning With Convolutional LSTM Models for Land Use Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yue Zhu, Christian Geiß, Emily So, Ying Jin
2020 J jnl
A framework for large-scale mapping of human settlement extent from Sentinel-2 images via fully convolutional neural networks.
CoRR
Chunping Qiu, Michael Schmitt, Christian Geiß, Tzu-Hsin Karen Chen, Xiao Xiang Zhu
2020 J jnl
Automatic Training Set Compilation With Multisource Geodata for DTM Generation From the TanDEM-X DSM.
IEEE Geosci. Remote. Sens. Lett.
Christian Geiß, Patrick Aravena Pelizari, Stefan Bauer, Andreas Schmitt, Hannes Taubenböck
2020 C conf
Deriving Urban Mass Concentrations Using TanDEM-X and Sentinel-2 Data for the Assessment of Morphological Polycentricity.
IGARSS
Ines Standfuß, Christian Geiß, Marlene Kühnl, Michael Wurm, Hannes Taubenböck, Stefan Siedentop, Bastian Heider
2020 J jnl
Spectral-Spatial Classification Integrating Band Selection for Hyperspectral Imagery With Severe Noise Bands.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ji Zhao, Suzheng Tian, Christian Geiß, Lizhe Wang, Yanfei Zhong, Hannes Taubenböck
2020 C conf
Stability Characterization of the Response of White Storks' Foraging Behavior to Vegetation Dynamics Retrieved from Landsat Time Series.
IGARSS
Ines Standfuß, Christian Geiß, Stefan W. Dech, Hannes Taubenböck, Ran Nathan, Shay Rotics
2019 — conf
Europe's socio-economic disparities reflected in settlement patterns derived from satellite data.
JURSE
Hannes Taubenböck, Felix Dahle, Christian Geiß, Michael Wurm
2019 J jnl
Large-Area Characterization of Urban Morphology - Mapping of Built-Up Height and Density Using TanDEM-X and Sentinel-2 Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Christian Geiß, Tobias Leichtle, Michael Wurm, Patrick Aravena Pelizari, Ines Standfuß, Xiao Xiang Zhu, Emily So, Stefan Siedentop, Thomas Esch, Hannes Taubenböck
2019 J jnl
Urbanization between compactness and dispersion: designing a spatial model for measuring 2D binary settlement landscape configurations.
Int. J. Digit. Earth
Hannes Taubenböck, Michael Wurm, Christian Geiß, Stefan W. Dech, Stefan Siedentop
2018 J jnl
Are the Poor Digitally Left Behind? Indications of Urban Divides Based on Remote Sensing and Twitter Data.
ISPRS Int. J. Geo Inf.
Hannes Taubenböck, Jeroen Staab, Xiao Xiang Zhu, Christian Geiß, Stefan W. Dech, Michael Wurm
2018 J jnl
Cost-Sensitive Multitask Active Learning for Characterization of Urban Environments With Remote Sensing.
IEEE Geosci. Remote. Sens. Lett.
Christian Geiß, Matthias Thoma, Hannes Taubenböck
2018 J jnl
Remote monitoring to predict bridge scour failure using Interferometric Synthetic Aperture Radar (InSAR) stacking techniques.
Int. J. Appl. Earth Obs. Geoinformation
Sivasakthy Selvakumaran, Simon Plank, Christian Geiß, Cristian Rossi, Campbell R. Middleton
2017 J jnl
Class imbalance in unsupervised change detection - A diagnostic analysis from urban remote sensing.
Int. J. Appl. Earth Obs. Geoinformation
Tobias Leichtle, Christian Geiß, Tobia Lakes, Hannes Taubenböck
2017 J jnl
Multitask Active Learning for Characterization of Built Environments With Multisensor Earth Observation Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Christian Geiß, Matthias Thoma, Massimiliano Pittore, Marc Wieland, Stefan W. Dech, Hannes Taubenböck
2017 J jnl
On the Effect of Spatially Non-Disjoint Training and Test Samples on Estimated Model Generalization Capabilities in Supervised Classification With Spatial Features.
IEEE Geosci. Remote. Sens. Lett.
Christian Geiß, Patrick Aravena Pelizari, Henrik Schrade, Alexander Brenning, Hannes Taubenböck
2011 J jnl
Remote Sensing-Based Characterization of Settlement Structures for Assessing Local Potential of District Heat.
Remote. Sens.
Christian Geiß, Hannes Taubenböck, Michael Wurm, Thomas Esch, Michael Nast, Christoph Schillings, Thomas Blaschke