Patch based inpainting inspired by the F1-transform

Article type: Research Article

Authors: Vlašánek, Pavel^* | Perfilieva, Irina

Affiliations: Institute for Research and Applications of Fuzzy Modeling, Centre of Excellence IT4Innovations, University of Ostrava, Ostrava, Czech Republic

Correspondence: [*] Corresponding author: Pavel Vlašánek, Institute for Research and Applications of Fuzzy Modeling, Centre of Excellence IT4Innovations, University of Ostrava, 30. dubna 22, 701 03 Ostrava 1, Czech Republic. E-mail:[email protected]

Abstract: We propose to solve the problem of image inpainting using the F-transform technique particularly of the zero and first degrees. We focus on the so-called patch inpainting. The proposed technique creates a feature vector of an image that characterizes the weighted average levels of the corresponding intensity function and its partial derivatives over certain areas. The results of the proposed algorithm are demonstrated on various patch sizes, and the issue of reconstruction quality is discussed.

Keywords: Inpainting, patch, fuzzy, F-transform

DOI: 10.3233/HIS-160223

Journal: International Journal of Hybrid Intelligent Systems, vol. 13, no. 1, pp. 39-48, 2016