Christian Geiß

Unsupervised change detection in VHR remote sensing imagery – an object-based clustering approach in a dynamic urban environment

Tobias Leichtle, Christian Geiß, Michael Wurm et al. · International Journal of Applied Earth Observation and Geoinformation · 2016 · 142 citations

Image Analysis, Machine Vision, Data Science +11

Remote monitoring to predict bridge scour failure using Interferometric Synthetic Aperture Radar (InSAR) stacking techniques

Sivasakthy Selvakumaran, Simon Plank, Christian Geiß et al. · International Journal of Applied Earth Observation and Geoinformation · 2018 · 131 citations · Full text

Engineering, Insar Techniques, Geomorphology +19

Estimation of seismic building structural types using multi-sensor remote sensing and machine learning techniques

Christian Geiß, Patrick Aravena Pelizari, Mattia Marconcini et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2014 · 124 citations

Earthquake Engineering, Engineering, Data Science +11

Automated building characterization for seismic risk assessment using street-level imagery and deep learning

Patrick Aravena Pelizari, Christian Geiß, Paula Aguirre et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2021 · 76 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

A framework for large-scale mapping of human settlement extent from Sentinel-2 images via fully convolutional neural networks

Chunping Qiu, Michael Schmitt, Christian Geiß et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2020 · 75 citations · Full text