Patrick Aravena Pelizari

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 · 127 citations

Engineering, Building Science, Civil Engineering +16

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 · 81 citations · Full text

Computing, Civil Engineering, Computer Science +17

Large-Area Characterization of Urban Morphology—Mapping of Built-Up Height and Density Using TanDEM-X and Sentinel-2 Data

Christian Geis, Tobias Leichtle, Michael Wurm et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2019 · 73 citations

Computing, Geoinformatics, Urban Planning +17

Multi-sensor feature fusion for very high spatial resolution built-up area extraction in temporary settlements

Patrick Aravena Pelizari, Kristin Spröhnle, Christian Geiß et al. · Remote Sensing of Environment · 2018 · 58 citations · Full text

Computing, Geography, Geoinformatics +13

Multistrategy ensemble regression for mapping of built-up density and height with Sentinel-2 data

Christian Geiß, Henrik Schrade, Patrick Aravena Pelizari et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2020 · 44 citations

Computing, Earth Sciences, Geoinformatics +15