264 citations · 904 across the 34 of their papers we have counts for
4 papers · 2 filters
Shape from Texture using Locally Scaled Point Processes
Eva-Maria Didden, Thordis Linda Thorarinsdottir, Alex Lenkoski +1
Shape from texture refers to the extraction of 3D information from 2D images with irregular texture. This paper introduces a statistical framework to learn shape from texture where…
Bayesian hierarchical modeling of extreme hourly precipitation in Norway
Anita V. Dyrrdal, Alex Lenkoski, Thordis L. Thorarinsdottir +1
Spatial maps of extreme precipitation are a critical component of flood estimation in hydrological modeling, as well as in the planning and design of important infrastructure. This…
Bayesian Motion Estimation for Dust Aerosols
Fabian E. Bachl, Alex Lenkoski, Thordis L. Thorarinsdottir +1
Dust storms in the earth's major desert regions significantly influence microphysical weather processes, the CO-cycle and the global climate in general. Recent increases in the…
Comparison of nonhomogeneous regression models for probabilistic wind speed forecasting
Sebastian Lerch, Thordis L. Thorarinsdottir
In weather forecasting, nonhomogeneous regression is used to statistically postprocess forecast ensembles in order to obtain calibrated predictive distributions. For wind speed for…