Projects & Grants

Internal Grant Competition DGC

Data analysis using F-transform and neural networks
Project IdSGS18/PřF-MF/2021
Main solverMgA. Jan Hůla
Periodr1/2021 - 12/2021
ProviderSpecifický VŠ výzkum
AnotationThe project will continue the investigation of possible applications of neural networks and F-transform. A large part of the research will be devoted to computer vision, which is a field in which we achieved the most interesting results. Concretely, we will investigate applications of dimensionality reduction, non-local operators, and generative models for various tasks in computer vision. Besides images, we will also apply our methods to graph-structured data and time series. Our theoretical and practical results will be presented at international and local conferences.