Damage Assessment System of Linear Infrastructure Objects during Flooding using Probabilistic Graphical Models
Daniel Frey · 2012
In the thesis, a damage assessments system for linear infrastructure objects during flooding based on probabilistic graphical models is developed. The focus of the work is the fusion of several information sources, such as remote sensing imagery, digital elevation models and water gauge measurements. The developed probabilistic graphical models provide a consistent statistical framework for the fusion of the data and simultaneously consider the topology of the infrastructure objects.