"Aerial mapping for flood prediction"
koje će održati
Izv. prof. Dinko Osmanković, Elektrotehnički Fakultet Sveučilišta u Sarajevu.
Predavanje će se održati u utorak, 2. svibnja 2023. godine u 11.00 sati u Bijeloj vijećnici FER-a u hibridnom formatu. Predavanje se održava na engleskom jeziku i otvoreno je za sve zainteresirane. Predviđeno trajanje predavanja je 45 minuta. Životopis predavača i sažetak predavanja nalaze se u nastavku obavijesti, a predavanje će se moći pratiti i putem ove poveznice. Više o predavanju u nastavku.
Usage of Unmanned Aerial Vehicles (UAVs) gained popularity due to its availability, affordability, and the ease of use. In recent years, these platforms have been extensively used for aerial mapping with even better precision. In this lecture we extend this approach to river environment aerial mapping, water surface segmentation and 3D model building and computational fluid dynamics (CFD) modelling for flood prediction. We will revisit how multiple view geometry works and how we can build a 3D model from a set of aerial images obtained with UAV. Next, we will see how deep learning can be employed to segment the water surfaces. Finally, we will address the issue of water bed surface modelling and CFD modelling of water streams to implement different scenarios of increased water flows due to excessive snow melting, torrential rains and flash-floods.
Dinko Osmanković is an Associate Professor at the Faculty of Electrical Engineering, University of Sarajevo. He obtained his PhD at the same institution in 2015 for the work in the field of Automated 3D thermal modelling of indoor environments. Since then, he's been working in the fields of Computer Vision, Motion Planning and Artificial Intelligence in various applications.