Photographic Visualization of Weather Forecasts with Generative Adversarial Networks

1 code implementation • 29 Mar 2022 • Christian Sigg, Flavia Cavallaro, Tobias Günther, Martin R. Oswald

This is challenging, because photographic visualizations of weather forecasts should look real, be free of obvious artifacts, and should match the predicted weather conditions.

Robust Reference Frame Extraction from Unsteady 2D Vector Fields with Convolutional Neural Networks

no code implementations • 25 Mar 2019 • Byung-soo Kim, Tobias Günther

In this paper, we utilize a convolutional neural network to combine two steps of the visualization pipeline in an end-to-end manner: the filtering and the feature extraction.

Graphics