Yunya Gao

According to our database, Yunya Gao authored at least 6 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Leveraging Segment Anything Model in Identifying Buildings within Refugee Camps (SAM4Refugee) from Satellite Imagery for Humanitarian Operations.

Yunya Gao

CoRR, 2024

2023

Spatially transferable dwelling extraction from Multi-Sensor imagery in IDP/Refugee Settlements: A meta-Learning approach.

Getachew Workineh Gella, Dirk Tiede, Stefan Lang, Lorenz Wendit, Yunya Gao

Int. J. Appl. Earth Obs. Geoinformation, March, 2023

Deep-learning-based refugee-dwelling extraction from high-resolution satellite imagery for humanitarian operations.

Yunya Gao, Yukun Liu

Proceedings of the IEEE International Humanitarian Technology Conference, 2023

2022

Mapping of Dwellings in IDP/Refugee Settlements from Very High-Resolution Satellite Imagery Using a Mask Region-Based Convolutional Neural Network.

Getachew Workineh Gella, Lorenz Wendt, Stefan Lang, Dirk Tiede, Barbara Hofer, Yunya Gao, Andreas Braun

Remote. Sens., 2022

Comparing the robustness of U-Net, LinkNet, and FPN towards label noise for refugee dwelling extraction from satellite imagery.

Yunya Gao, Stefan Lang, Dirk Tiede, Getachew Workineh Gella, Lorenz Wendt

Proceedings of the IEEE Global Humanitarian Technology Conference, 2022

Detecting the Destruction of Populated Sites in Northeastern Nigeria from Sentinel-2 Satellite Imagery by EfficientNet.

Yunya Gao

Proceedings of the IEEE Global Humanitarian Technology Conference, 2022