| Estimation of seismic building structural types using multi-sensor remote sensing and machine learning techniques C Geiß, PA Pelizari, M Marconcini, W Sengara, M Edwards, T Lakes, ... ISPRS journal of photogrammetry and remote sensing 104, 175-188, 2015 | 132 | 2015 |
| Large-area characterization of urban morphology—Mapping of built-up height and density using TanDEM-X and Sentinel-2 data C Geiß, T Leichtle, M Wurm, PA Pelizari, I Standfuß, XX Zhu, E So, ... IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2019 | 66 | 2019 |
| Automated building characterization for seismic risk assessment using street-level imagery and deep learning PA Pelizari, C Geiß, P Aguirre, H Santa María, YM Peña, H Taubenböck ISPRS Journal of Photogrammetry and Remote Sensing 180, 370-386, 2021 | 60 | 2021 |
| Multi-sensor feature fusion for very high spatial resolution built-up area extraction in temporary settlements PA Pelizari, K Spröhnle, C Geiß, E Schoepfer, S Plank, H Taubenböck Remote sensing of environment 209, 793-807, 2018 | 57 | 2018 |
| Multistrategy ensemble regression for mapping of built-up density and height with Sentinel-2 data C Geiß, H Schrade, PA Pelizari, H Taubenböck ISPRS Journal of Photogrammetry and Remote Sensing 170, 57-71, 2020 | 42 | 2020 |
| Virtual support vector machines with self-learning strategy for classification of multispectral remote sensing imagery C Geiß, PA Pelizari, L Blickensdörfer, H Taubenböck ISPRS journal of photogrammetry and remote sensing 151, 42-58, 2019 | 42 | 2019 |
| On the effect of spatially non-disjoint training and test samples on estimated model generalization capabilities in supervised classification with spatial features C Geiß, PA Pelizari, H Schrade, A Brenning, H Taubenböck IEEE Geoscience and Remote Sensing Letters 14 (11), 2008-2012, 2017 | 42 | 2017 |
| Object-based analysis and fusion of optical and SAR satellite data for dwelling detection in refugee camps K Spröhnle, EM Fuchs, PA Pelizari IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2017 | 37 | 2017 |
| A transferable remote sensing approach to classify building structural types for seismic risk analyses: the case of Val d'Agri area (Italy) M Liuzzi, P Aravena Pelizari, C Geiß, A Masi, V Tramutoli, H Taubenböck Bulletin of Earthquake Engineering 17, 4825-4853, 2019 | 28 | 2019 |
| Multi-target regressor chains with repetitive permutation scheme for characterization of built environments with remote sensing C Geiß, E Brzoska, PA Pelizari, S Lautenbach, H Taubenböck International Journal of Applied Earth Observation and Geoinformation 106 …, 2022 | 17 | 2022 |
| Benefits of global earth observation missions for disaggregation of exposure data and earthquake loss modeling: evidence from Santiago de Chile C Geiß, P Priesmeier, P Aravena Pelizari, AR Soto Calderon, E Schoepfer, ... Natural Hazards 119 (2), 779-804, 2023 | 15 | 2023 |
| Automatic training set compilation with multisource geodata for DTM generation from the TanDEM-X DSM C Geiß, PA Pelizari, S Bauer, A Schmitt, H Taubenböck IEEE Geoscience and Remote Sensing Letters 17 (3), 456-460, 2019 | 11 | 2019 |
| Selection of unlabeled source domains for domain adaptation in remote sensing C Geiß, A Rabuske, PA Pelizari, S Bauer, H Taubenböck Array 15, 100233, 2022 | 9 | 2022 |
| Semi-supervised learning with constrained virtual support vector machines for classification of remote sensing image data C Geiß, PA Pelizari, O Tunçbilek, H Taubenböck International Journal of Applied Earth Observation and Geoinformation 125 …, 2023 | 5 | 2023 |
| Deep multitask learning with label interdependency distillation for multicriteria street-level image classification PA Pelizari, C Geiß, S Groth, H Taubenböck ISPRS Journal of Photogrammetry and Remote Sensing 204, 275-290, 2023 | 3 | 2023 |
| Deep neural network regression for normalized digital surface model generation with Sentinel-2 imagery K Müller, R Leppich, C Geiß, V Borst, PA Pelizari, S Kounev, ... IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2023 | 3 | 2023 |
| Bayesian downscaling of building exposure models with remote sensing and ancillary information R Zafrir, M Pittore, JC Gomez-Zapata, P Aravena, C Geiß Proceedings of the EGU General Assembly Conference Abstracts, Online, 4-8, 2020 | 2 | 2020 |
| Temporäre Siedlungen: Wenn aus Flüchtlingslagern Städte werden E Schöpfer, P Aravena Pelizari, K Spröhnle Globale Urbanisierung: Perspektive aus dem All, 71-81, 2015 | 2 | 2015 |
| Earth observation techniques for spatial disaggregation of exposure data C Geiß, P Aravena Pelizari, P Priesmeier, ARS Calderon, E Schoepfer, ... EGU General Assembly Conference Abstracts, EGU21-8574, 2021 | 1 | 2021 |
| Smart Data Katastrophenmanagement–Möglichkeiten einer Informationsplattform für die Einsatzleitung am Beispiel Hochwasser M Willkomm, S Jäger, P Aravena Pelizari, I Müller, T Meiers, D Runde, ... Gewässerschutz-Wasser-Abwasser 247, 22, 2018 | 1 | 2018 |
Christian GeißGerman Aerospace Center (DLR) and University of BonnEmail verificata su dlr.de