V okviru 286. doktorskega seminarja Grajeno okolje bo imel(-a) prof. dr. Diogo Ribeiro, Polytechnic of Porto – School of Engineering, Porto, Portugal predavanje z naslovom:
Advances on inspection of civil infrastructures based on unmanned aerial systems and deep-learning strategies
This presentation is focused on the latest developments on the remote inspection of civil nfrastructures using advanced image processing techniques based on Artificial Intelligence. Within this topic, Deep Learning algorithms, such as the Convolutional Neural Networks (CNNs), and its latest enhancements, like the Mask R-CNN algorithm, will be detailed. The application of these AI algorithms to the automatic damage identification on large scale infrastructures will be presented. The first case-study is focused on the detection of exposed steel rebars in a storage silo, while the second case-study is related to the detection of corrosion on roofing systems of industrial buildings.
Diogo Ribeiro is Adjunct Professor at Polytechnic of Porto – School of Engineering (ISEP-IPP) a PhD in Civil Engineering (2012) from the University of Porto. He is also specialist in Metrology by the Portuguese Order of Chartered Engineers (2018) and Integrated Member of the Institute of R&D in Structures and Construction (CONSTRUCT) from the University of Porto. His main research interests are related to remote inspection, computer vision, artificial intelligence, automatic calculation of structures, Building Information Modeling (BIM), digital construction, digital railways, railway infrastructures, structural testing and experimentation, model updating and validation, and damage identification.
Predstavitev bo v sredo, 29. 11. 2023, ob 10.00 v Zavod za gradbeništvo Slovenije, Dimičeva 12, Dvorana v 5 nadstropju.
Dokument [PDF]
Vljudno vabljeni.