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cs.CV2025
Physics informed Transformer-VAE for biophysical parameter estimation: PROSAIL model inversion in Sentinel-2 imagery
Prince Mensah, Pelumi Victor Aderinto, Ibrahim Salihu Yusuf +1
Accurate retrieval of vegetation biophysical variables from satellite imagery is crucial for ecosystem monitoring and agricultural management. In this work, we propose a physics-in…
cs.CV2025
InstaGeo: Compute-Efficient Geospatial Machine Learning from Data to Deployment
Ibrahim Salihu Yusuf, Iffanice Houndayi, Rym Oualha +3
Open-access multispectral imagery from missions like Landsat 8-9 and Sentinel-2 has fueled the development of geospatial foundation models (GFMs) for humanitarian and environmental…