INPAINTING
Inpainting Tools for Video Post-production: Variational theory and fast algorithms
| Coordinatore | UNIVERSIDAD POMPEU FABRA
Spiacenti, non ci sono informazioni su questo coordinatore. Contattare Fabio per maggiori infomrazioni, grazie. |
| Nazionalità Coordinatore | Spain [ES] |
| Totale costo | 515˙054 € |
| EC contributo | 515˙054 € |
| Programma | FP7-IDEAS-ERC
Specific programme: "Ideas" implementing the Seventh Framework Programme of the European Community for research, technological development and demonstration activities (2007 to 2013) |
| Code Call | ERC-2012-ADG_20120216 |
| Funding Scheme | ERC-AG |
| Anno di inizio | 2013 |
| Periodo (anno-mese-giorno) | 2013-04-01 - 2014-09-30 |
Partecipanti
| # | ||||
|---|---|---|---|---|
| 1 |
UNIVERSIDAD POMPEU FABRA
Organization address
address: PLACA DE LA MERCE 10-12 contact info |
ES (BARCELONA) | hostInstitution | 515˙054.70 |
| 2 |
UNIVERSIDAD POMPEU FABRA
Organization address
address: PLACA DE LA MERCE 10-12 contact info |
ES (BARCELONA) | hostInstitution | 515˙054.70 |
Mappa
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Obiettivo del progetto (Objective)
'The goal of this project is the mathematical investigation of smoothness and self-similarity principles in generating natural images, the mathematical formulation and unification of both ideas in a variational form, and its application to develop models and algorithms for image processing tasks. The proposed research will lead to the formulation and mathematical analysis of new variational principles for image and movie processing, the analysis of their underlying geometric measure theory and partial differential equations, unifying local and nonlocal approaches as respective mathematical expressions of the ideas of regularity and self-similarity. Our research will be guided by a thorough investigation of the inpainting problem (including images, video and stereo video inpainting), as a very suitable model for testing the proposed ideas. The first practical impact will be the development of models and algorithms for 2D and 3D image and video editing and manipulation, enabling the deletion and insertion of objects. As a second impact we will provide the theoretical background and implementation of a set of algorithms for 2D to 3D conversion of video data enabling the generation of 3D content for 3D TV from existing 2D video. Due to its fundamental nature, the proposed models may impact other image and video processing areas such as denoising, restoration, optical flow computation, or stereo, that share similar challenges. Although their study is not in the scope of this project, it will be fostered by the dissemination of our results and the public release of our algorithms. The PI has a long experience in the variational formulation of image processing problems, with key contributions in the variational formulations of edge detection and image inpainting, mathematical morphology, and the analysis of Total Variation based models. On the practical side, he has been contributing to the development of video post-production tools in several projects led by industry.'