עקוב אחר
Christian Geiß
Christian Geiß
German Aerospace Center (DLR) and University of Bonn
כתובת אימייל מאומתת בדומיין dlr.de
כותרת
צוטט על ידי
צוטט על ידי
שנה
Unsupervised change detection in VHR remote sensing imagery–an object-based clustering approach in a dynamic urban environment
T Leichtle, C Geiß, M Wurm, T Lakes, H Taubenböck
International Journal of Applied Earth Observation and Geoinformation 54, 15-27, 2017
1662017
Remote monitoring to predict bridge scour failure using Interferometric Synthetic Aperture Radar (InSAR) stacking techniques
S Selvakumaran, S Plank, C Geiß, C Rossi, C Middleton
International journal of applied earth observation and geoinformation 73 …, 2018
1492018
How good is the map? A multi-scale cross-comparison framework for global settlement layers: Evidence from Central Europe
M Klotz, T Kemper, C Geiß, T Esch, H Taubenböck
Remote Sensing of Environment 178, 191-212, 2016
1392016
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
1332015
Remote sensing contributing to assess earthquake risk: from a literature review towards a roadmap
C Geiß, H Taubenböck
Natural hazards 68, 7-48, 2013
1302013
Remote sensing-based characterization of settlement structures for assessing local potential of district heat
C Geiß, H Taubenböck, M Wurm, T Esch, M Nast, C Schillings, T Blaschke
Remote Sensing 3 (7), 1447-1471, 2011
672011
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
662019
A framework for large-scale mapping of human settlement extent from Sentinel-2 images via fully convolutional neural networks
C Qiu, M Schmitt, C Geiß, THK Chen, XX Zhu
ISPRS Journal of Photogrammetry and Remote Sensing 163, 152-170, 2020
632020
Deep learning-based generation of building stock data from remote sensing for urban heat demand modeling
M Wurm, A Droin, T Stark, C Geiß, W Sulzer, H Taubenböck
ISPRS International Journal of Geo-Information 10 (1), 23, 2021
622021
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
592021
Are the poor digitally left behind? Indications of urban divides based on remote sensing and twitter data
H Taubenböck, J Staab, XX Zhu, C Geiß, S Dech, M Wurm
ISPRS International Journal of Geo-Information 7 (8), 304, 2018
592018
A method for detecting buildings destroyed by the 2011 Tohoku earthquake and tsunami using multitemporal TerraSAR-X data
H Gokon, J Post, E Stein, S Martinis, A Twele, M Mück, C Geiß, ...
IEEE Geoscience and Remote Sensing Letters 12 (6), 1277-1281, 2015
592015
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
572018
Assessment of seismic building vulnerability from space
C Geiß, H Taubenböck, S Tyagunov, A Tisch, J Post, T Lakes
Earthquake Spectra 30 (4), 1553-1583, 2014
552014
Estimation of seismic vulnerability levels of urban structures with multisensor remote sensing
C Geiß, M Jilge, T Lakes, H Taubenböck
IEEE Journal of Selected Topics In Applied Earth Observations And Remote …, 2015
472015
Normalization of TanDEM-X DSM data in urban environments with morphological filters
C Geiß, M Wurm, M Breunig, A Felbier, H Taubenböck
IEEE transactions on geoscience and remote sensing 53 (8), 4348-4362, 2015
452015
Class imbalance in unsupervised change detection–a diagnostic analysis from urban remote sensing
T Leichtle, C Geiß, T Lakes, H Taubenböck
International journal of applied earth observation and geoinformation 60, 83-98, 2017
442017
Multitemporal relearning with convolutional LSTM models for land use classification
Y Zhu, C Geiß, E So, Y Jin
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021
432021
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
432019
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
432017
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מאמרים 1–20