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cs.CV2026
Hybrid Machine Learning Model for Forest Height Estimation from TanDEM-X and Landsat Data
Islam Mansour, Ronny Haensch, Irena Hajnsek +1
Integrating machine learning (ML) with physical models (PM) has emerged as a promising way of retrieving geophysical parameters from remote sensing data. In this context, a ML mode…
cs.CV2026
Prompting Foundation Models for Zero-Shot Ship Instance Segmentation in SAR Imagery
Islam Mansour, Francescopaolo Sica, Michael Schmitt
Synthetic Aperture Radar (SAR) plays a critical role in maritime surveillance, yet deep learning for SAR analysis is limited by the lack of pixel-level annotations. This paper expl…