D3.2 -
Schema of the SAFEWAY Infrastructure Information Model feeding the
Infrastructure Management System
Summary
This report includes the methodologies for data pre-processing and analysis of remotely sensed data with the purpose of multiscale monitoring of terrestrial infrastructures. Data sources include both satellite and terrestrial platforms (see D3.1 for further details). Different approaches for automation in data processing are presented, including heuristic approaches, machine learning techniques and also very promising results including deep learning. The report ends with those protocols for automated feeding of Infrastructure Information Models according to the latest versions of the international standards (or candidate standards) in BIM of infrastructure. The integration of the models created in the SAFEWAY platform is presented in the last section of the document.