Publication: Synthesising Dynamic Textures using Convolutional Neural Networks
| dc.contributor.author | Funke, Christina M. | |
| dc.contributor.author | Gatys, Leon A. | |
| dc.contributor.author | Ecker, Alexander S. | |
| dc.contributor.author | Bethge, Matthias | |
| dc.date.accessioned | 2020-03-31T14:46:52Z | |
| dc.date.available | 2020-03-31T14:46:52Z | |
| dc.date.issued | 2017 | |
| dc.description.abstract | Here we present a parametric model for dynamic textures. The model is based on spatiotemporal summary statistics computed from the feature representations of a Convolutional Neural Network (CNN) trained on object recognition. We demonstrate how the model can be used to synthesise new samples of dynamic textures and to predict motion in simple movies. | |
| dc.format.extent | 9 | |
| dc.identifier.arxiv | 1702.07006v1 | |
| dc.identifier.uri | https://resolver.sub.uni-goettingen.de/purl?gro-2/63422 | |
| dc.language.iso | en | |
| dc.title | Synthesising Dynamic Textures using Convolutional Neural Networks | |
| dc.type | preprint | |
| dc.type.internalPublication | no | |
| dspace.entity.type | Publication |