Publications

More details on Google Scholar.

Automatic Coastline Extraction Through Enhanced Sea-Land Segmentation by Modifying Standard U-Net
Mohammad Aghdami-Nia, Reza Shah-Hosseini, Amirhossein Rostami, Saeid Homayouni
International Journal of Applied Earth Observation and Geoinformation (2022)
article | pdf

Active Fire Detection from Landsat-8 Imagery Using Deep Multiple Kernel Learning
Amirhossein Rostami, Reza Shah-Hosseini, Shabnam Asgari, Arastou Zarei, Mohammad Aghdami-Nia, Saeid Homayouni
Remote Sensing (2022)
article | pdf

Effect of Transferring Pre-Trained Weights on a Siamese Change Detection Network
Mohammad Aghdami-Nia, Reza Shah-Hosseini, Mohammad Salmani
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (2023)
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Surrogate Modeling of MODTRAN Physical Radiative Transfer Code Using Deep-Learning Regression
Mohammad Aghdami-Nia, Reza Shah-Hosseini, Saeid Homayouni, Amirhossein Rostami, Nima Ahmadian
Environmental Sciences Proceedings (2023)
article | pdf

Mapping Global Forest Canopy Height Through Fusion of GEDI and ICESat-2 Measurements
Lin Xiong, John David Armston, Ralph Dubayah, Mikhail Urbazaev, Tiago de Conto, David Minor, Mohammad Aghdami-Nia
AGU24
article

Sentinel-1 Polarization Comparison for Flood Segmentation Using Deep Learning
Mohammadali Abbasi, Reza Shah-Hosseini, Mohammad Aghdami-Niaa
International Electronic Conference on Geosciences (2023)
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Deep-Learning-Based Edge Detection for Improving Building Footprint Extraction from Satellite Images
Nima Ahmadian, Amin Sedaghat, Nazila Mohammadi, Mohammad Aghdami-Niaa
Environmental Sciences Proceedings (2023)
article | pdf