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2020 – today
- 2024
[j6]Getachew Workineh Gella
, Charlotte Pelletier, Sébastien Lefèvre, Lorenz Wendt, Dirk Tiede, Stefan Lang:
Unsupervised Domain Adaptation for Instance Segmentation: Extracting Dwellings in Temporary Settlements Across Various Geographical Settings. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 1701-1718 (2024)- [j5]Getachew Workineh Gella, Hugo Gangloff, Lorenz Wendt, Dirk Tiede, Stefan Lang:
Self-Supervised Variational Autoencoder for Unsupervised Object Counting from Very-High-Resolution Satellite Imagery: Applications in Dwelling Extraction in FDP Settlement Areas. IEEE Trans. Geosci. Remote. Sens. 62: 1-18 (2024) - 2023
- [c4]Niklas Jaggy, Getachew Workineh Gella, Zahra Dabiri, Stefan Lang, Lorenz Wendt, Andreas Braun:
Deep Learning Powered Non-Local Speckle Filtering of Sentinel-1 Imagery and its Potential for Humanitarian Action. IGARSS 2023: 818-821 - [c3]Getachew Workineh Gella, Hugo Gangloff, Lorenz Wendt, Dirk Tiede, Stefan Lang:
Variational Autoencoders for Unsupervised Object Counting from VHR Imagery: Applications in Dwelling Extraction from Forcibly Displaced People Settlement Areas. IGARSS 2023: 1162-1165 - 2022
- [j4]Getachew Workineh Gella, Lorenz Wendt, Stefan Lang, Dirk Tiede, Barbara Hofer, Yunya Gao, Andreas Braun:
Mapping of Dwellings in IDP/Refugee Settlements from Very High-Resolution Satellite Imagery Using a Mask Region-Based Convolutional Neural Network. Remote. Sens. 14(3): 689 (2022) - [c2]Yunya Gao, Stefan Lang, Dirk Tiede, Getachew Workineh Gella, Lorenz Wendt:
Comparing the robustness of U-Net, LinkNet, and FPN towards label noise for refugee dwelling extraction from satellite imagery. GHTC 2022: 88-94 - 2021
- [j3]Dirk Tiede, Gina Schwendemann, Ahmad Alobaidi, Lorenz Wendt, Stefan Lang:
Mask R-CNN-based building extraction from VHR satellite data in operational humanitarian action: An example related to Covid-19 response in Khartoum, Sudan. Trans. GIS 25(3): 1213-1227 (2021)
2010 – 2019
- 2018
- [j2]Lorenz Wendt, Thomas Krauß, Pablo d'Angelo, Dirk Tiede, Sebastian d'Oleire-Oltmanns, Kerstin Kulessa, Klaus Steinnocher, Bruno Chatenoux, Andrea de Bono, Stefan Lang:
Bevölkerungsabschätzung in Städten anhand von Stereo-Bildpaarungen, die nicht am selben Tag aufgenommen wurdenPopulation Estimation in Urban Areas Based on "Mixed/Cross" Stereo Models. AGIT Journal Angew. Geoinformatik 4: 264-271 (2018) - 2016
- [j1]Stefan Lang, Petra Füreder, Lorenz Wendt, Edith Rogenhofer:
Fernerkundungsbasierte Informationsdienste für humanitäre Einsätze in Flüchtlingslagern. AGIT Journal Angew. Geoinformatik 2: 86-92 (2016) - 2015
- [c1]Petra Füreder, Stefan Lang, Michael Hagenlocher, Dirk Tiede, Lorenz Wendt, Edith Rogenhofer:
Earth observation and GIS to support humanitarian operations in refugee/IDP camps. ISCRAM 2015 - 2013
- [i2]Patrick C. McGuire, A. Bonnici, K. R. Bruner, Christoph Gross, Jens Ormö, R. A. Smosna, Sebastian Walter, Lorenz Wendt:
The Cyborg Astrobiologist: Matching of Prior Textures by Image Compression for Geological Mapping and Novelty Detection. CoRR abs/1309.4024 (2013)
2000 – 2009
- 2009
- [i1]Patrick C. McGuire, Christoph Gross, Lorenz Wendt, A. Bonnici, V. Souza-Egipsy, Jens Ormö, Enrique Díaz Martínez, B. H. Foing, R. Bose, Sebastian Walter, Markus Oesker, Jörg Ontrup, Robert Haschke, Helge J. Ritter:
The Cyborg Astrobiologist: Testing a Novelty-Detection Algorithm on Two Mobile Exploration Systems at Rivas Vaciamadrid in Spain and at the Mars Desert Research Station in Utah. CoRR abs/0910.5454 (2009)
Coauthor Index
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