2 papers
cs.LG2023
Estimation of River Water Surface Elevation Using UAV Photogrammetry and Machine Learning
Radosław Szostak, Marcin Pietroń, Przemysław Wachniew +2
Unmanned aerial vehicle (UAV) photogrammetry allows for the creation of orthophotos and digital surface models (DSMs) of a terrain. However, DSMs of water bodies mapped with this t…
cs.NE2021
Neuroevolution deep learning architecture search for estimation of river surface elevation from photogrammetric Digital Surface Models
Radosław Szostak, Marcin Pietroń, Mirosław Zimnoch +3
Development of the new methods of surface water observation is crucial in the perspective of increasingly frequent extreme hydrological events related to global warming and increas…