Yunya Gao

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Convolutional Neural Network

Satellite Imagery

Road Extraction

Top Venues

Int. J. Appl. Earth Obs. Geoinformation

Publications

Yunya Gao
Leveraging Segment Anything Model in Identifying Buildings within Refugee Camps (SAM4Refugee) from Satellite Imagery for Humanitarian Operations. CoRR (2024)
Yunya Gao, Yukun Liu
Deep-learning-based refugee-dwelling extraction from high-resolution satellite imagery for humanitarian operations. IHTC (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
Detecting the Destruction of Populated Sites in Northeastern Nigeria from Sentinel-2 Satellite Imagery by EfficientNet. GHTC (2022)
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)