The paper presents a method for terrain surface reconstruction from altimetric data. The approach is based on terrain modeling using a parametric surface. On the assumption that above-ground objects are outliers, M-estimators supply a theoretical framework to obtain a robust estimation of the ground surface parameters from a digital elevation model. Instead of the usual M-estimator functions, an asymmetrical weight function is introduced to improve the optimization process. We present results obtained with simulated and real data.
Published in:
Image Processing. 2002. Proceedings. 2002 International Conference on
(Volume:3
)
Date of Conference: 24-28 June 2002