Christian Geiß
Orcid: 0000-0002-7961-8553
According to our database1,
Christian Geiß
authored at least 43 papers
between 2011 and 2023.
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Bibliography
2023
Semi-supervised learning with constrained virtual support vector machines for classification of remote sensing image data.
Int. J. Appl. Earth Obs. Geoinformation, December, 2023
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., June, 2023
Deep Neural Network Regression for Normalized Digital Surface Model Generation With Sentinel-2 Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
Categorizing urban areas into "core", "fringe", and "periphery" based on the built-up morphology.
Proceedings of the Joint Urban Remote Sensing Event, 2023
Proceedings of the Joint Urban Remote Sensing Event, 2023
Proceedings of the Joint Urban Remote Sensing Event, 2023
2022
Deep Relearning in the Geospatial Domain for Semantic Remote Sensing Image Segmentation.
IEEE Geosci. Remote. Sens. Lett., 2022
Array, 2022
Multi-target regressor chains with repetitive permutation scheme for characterization of built environments with remote sensing.
Int. J. Appl. Earth Obs. Geoinformation, 2022
Mapping of Small Water Bodies with Integrated Spatial Information for Time Series Images of Optical Remote Sensing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
2021
Disaster Intensity-Based Selection of Training Samples for Remote Sensing Building Damage Classification.
IEEE Trans. Geosci. Remote. Sens., 2021
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Deep Learning-Based Generation of Building Stock Data from Remote Sensing for Urban Heat Demand Modeling.
ISPRS Int. J. Geo Inf., 2021
Image super-resolution with dense-sampling residual channel-spatial attention networks for multi-temporal remote sensing image classification.
Int. J. Appl. Earth Obs. Geoinformation, 2021
2020
Spectral-Spatial Classification Integrating Band Selection for Hyperspectral Imagery With Severe Noise Bands.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Automatic Training Set Compilation With Multisource Geodata for DTM Generation From the TanDEM-X DSM.
IEEE Geosci. Remote. Sens. Lett., 2020
A framework for large-scale mapping of human settlement extent from Sentinel-2 images via fully convolutional neural networks.
CoRR, 2020
Deriving Urban Mass Concentrations Using TanDEM-X and Sentinel-2 Data for the Assessment of Morphological Polycentricity.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Stability Characterization of the Response of White Storks' Foraging Behavior to Vegetation Dynamics Retrieved from Landsat Time Series.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
2019
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., 2019
Urbanization between compactness and dispersion: designing a spatial model for measuring 2D binary settlement landscape configurations.
Int. J. Digit. Earth, 2019
Europe's socio-economic disparities reflected in settlement patterns derived from satellite data.
Proceedings of the Joint Urban Remote Sensing Event, 2019
2018
Cost-Sensitive Multitask Active Learning for Characterization of Urban Environments With Remote Sensing.
IEEE Geosci. Remote. Sens. Lett., 2018
Are the Poor Digitally Left Behind? Indications of Urban Divides Based on Remote Sensing and Twitter Data.
ISPRS Int. J. Geo Inf., 2018
Remote monitoring to predict bridge scour failure using Interferometric Synthetic Aperture Radar (InSAR) stacking techniques.
Int. J. Appl. Earth Obs. Geoinformation, 2018
2017
Multitask Active Learning for Characterization of Built Environments With Multisensor Earth Observation Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
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., 2017
Unsupervised change detection in VHR remote sensing imagery - an object-based clustering approach in a dynamic urban environment.
Int. J. Appl. Earth Obs. Geoinformation, 2017
Class imbalance in unsupervised change detection - A diagnostic analysis from urban remote sensing.
Int. J. Appl. Earth Obs. Geoinformation, 2017
Exploitation of textural and morphological image features in Sentinel-2A data for slum mapping.
Proceedings of the Joint Urban Remote Sensing Event, 2017
Evaluation of clustering algorithms for unsupervised change detection in VHR remote sensing imagery.
Proceedings of the Joint Urban Remote Sensing Event, 2017
Towards large-area morphologic characterization of urban environments using the TanDEM-X mission and Sentinel-2.
Proceedings of the Joint Urban Remote Sensing Event, 2017
Reliability-centered asset management of wind turbines - A holistic approach for a sustainable and cost-optimal maintenance strategy.
Proceedings of the 2nd International Conference on System Reliability and Safety, 2017
2016
IEEE Trans. Geosci. Remote. Sens., 2016
TanDEM-X for Large-Area Modeling of Urban Vegetation Height: Evidence from Berlin, Germany.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Estimation of Seismic Vulnerability Levels of Urban Structures With Multisensor Remote Sensing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
2015
IEEE Trans. Geosci. Remote. Sens., 2015
A Method for Detecting Buildings Destroyed by the 2011 Tohoku Earthquake and Tsunami Using Multitemporal TerraSAR-X Data.
IEEE Geosci. Remote. Sens. Lett., 2015
2014
Detecting building damage caused by the 2011 Tohoku earthquake tsunami using TerraSAR-X data.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
2011
Remote Sensing-Based Characterization of Settlement Structures for Assessing Local Potential of District Heat.
Remote. Sens., 2011
Comparison of selected impervious surface products derived from remote sensing data - A case study for the city of Munich.
Proceedings of the Joint Urban Remote Sensing Event, 2011