On the Effect of Spatially Non-Disjoint Training and Test Samples on Estimated Model Generalization Capabilities in Supervised Classification With Spatial Features. - Christian Geiß; Patrick Aravena Pelizari; Henrik Schrade; Alexander Brenning; Hannes Taubenböck (IEEE Geosci. Remote. Sens. Lett., 2017)

Object-Based Analysis and Fusion of Optical and SAR Satellite Data for Dwelling Detection in Refugee Camps. - Kristin Spröhnle; Eva-Maria Fuchs; Patrick Aravena Pelizari (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Large-Area Characterization of Urban Morphology - Mapping of Built-Up Height and Density Using TanDEM-X and Sentinel-2 Data. - Christian Geiß; Tobias Leichtle; Michael Wurm; Patrick Aravena Pelizari; Ines Standfuß; Xiao Xiang Zhu 001; Emily So; Stefan Siedentop; Thomas Esch; Hannes Taubenböck (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Automatic Training Set Compilation With Multisource Geodata for DTM Generation From the TanDEM-X DSM. - Christian Geiß; Patrick Aravena Pelizari; Stefan Bauer; Andreas Schmitt; Hannes Taubenböck (IEEE Geosci. Remote. Sens. Lett., 2020)

Multi-target regressor chains with repetitive permutation scheme for characterization of built environments with remote sensing. - Christian Geiß; Elisabeth Brzoska; Patrick Aravena Pelizari; Sven Lautenbach; Hannes Taubenböck (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Selection of unlabeled source domains for domain adaptation in remote sensing. - Christian Geiß; Alexander Rabuske; Patrick Aravena Pelizari; Stefan Bauer; Hannes Taubenböck (Array, 2022)

Deep Neural Network Regression for Normalized Digital Surface Model Generation With Sentinel-2 Imagery. - Konstantin Müller; Robert Leppich; Christian Geiß; Vanessa Borst; Patrick Aravena Pelizari; Samuel Kounev; Hannes Taubenböck (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Semi-supervised learning with constrained virtual support vector machines for classification of remote sensing image data. - Christian Geiß; Patrick Aravena Pelizari; Ozan Tunçbilek; Hannes Taubenböck (Int. J. Appl. Earth Obs. Geoinformation, 2023)

Multilabel Learning With ViT for Building Footprint Extraction From Off-Nadir Aerial Images. - Bipul Neupane; Jagannath Aryal; Abbas Rajabifard; Patrick Aravena Pelizari; Christian Geiß (IEEE Geosci. Remote. Sens. Lett., 2025)