15–16 May 2023
Wigner Datacenter - Wigner Research Centre for Physics
Europe/Budapest timezone

Air-water temperature difference estimation from mirages based on deep learning

Not scheduled
20m
Wigner Datacenter - Wigner Research Centre for Physics

Wigner Datacenter - Wigner Research Centre for Physics

Wigner RCP 1121 Budapest, Konkoly-Thege Miklós rd 29-33, Hungary

Speakers

Anna Horváth Balázs Bámer

Description

Mirages (fata morgana) can appear for example above water bodies in our natural environment, when certain atmospheric conditions are satisfied, e.g. the water is warmer than the ambient air, creating a near-surface temperature-gradient resulting in a quick variation of the refractive index of air. The size of the visible mirage carries information on the overall difference in temperature. Extracting it requires one to have a complex deconvolution based on various environmental parameters, which poses a challenge in case of a general application. Here, we developed a machine learning based tool to extract the temperature difference information from photographs taken of mirages.

Primary authors

Presentation materials