Estimation of River Water Surface Elevation Using UAV Photogrammetry and Machine Learning

no code implementations • 5 Jun 2023 • Radosław Szostak, Marcin Pietroń, Przemysław Wachniew, Mirosław Zimnoch, Paweł Ćwiąkała

The data set was supplemented with data collected by other researchers that compared the state-of-the-art methods for determining WSE using an UAV.

Neuroevolution deep learning architecture search for estimation of river surface elevation from photogrammetric Digital Surface Models

no code implementations • 22 Dec 2021 • Radosław Szostak, Marcin Pietroń, Mirosław Zimnoch, Przemysław Wachniew, Paweł Ćwiąkała, Edyta Puniach

For our knowledge this is the first approach in which dataset was created for this purpose and deep learning models were used for this task.