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…
eess.SP2026
Heuristic Quality Coefficients for Interferometric Phase Linking
Magnus Heimpel, Irena Hajnsek, Othmar Frey
In multitemporal InSAR, phase linking (PL) refers to the estimation of a single-reference interferometric phase history for distributed scatterers (DS) from the information contain…
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…