3 papers
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…
cs.AI2025
Hybrid AI-Physical Modeling for Penetration Bias Correction in X-band InSAR DEMs: A Greenland Case Study
Islam Mansour, Georg Fischer, Ronny Haensch +1
Digital elevation models derived from Interferometric Synthetic Aperture Radar (InSAR) data over glacial and snow-covered regions often exhibit systematic elevation errors, commonl…