Projects & Grants
| Data analysis using F-transform and neural networks | |
|---|---|
| Project Id | SGS18/PřF-MF/2021 |
| Main solver | MgA. Jan Hůla, Ph.D. |
| Period | 1/2021 - 12/2021 |
| Provider | Specifický VŠ výzkum |
| State | finished |
| Anotation | The 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. |
