Getachew Workineh Gella

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Convolutional Neural Network

Satellite Imagery

Road Extraction

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

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 (2024)
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 (2024)
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)
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)
Getachew Workineh Gella, Dirk Tiede, Stefan Lang, Lorenz Wendit, Yunya Gao
Spatially transferable dwelling extraction from Multi-Sensor imagery in IDP/Refugee Settlements: A meta-Learning approach. Int. J. Appl. Earth Obs. Geoinformation 117 (2023)
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)
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) (2022)