This paper describes a novel inpainting algorithm that is capable of filling in holes in overlapping texture and cartoon image layers. This algorithm is a direct extension of a recently developed sparse-representation-based image (2004) 132]). In this extension, missing pixels fit naturally into the separation framework, producing separate layers as a by-product of the inpainting process. As opposed to the inpainting system proposed by Bertalmio et al., where image decomposition and filling-in stages were separated as two blocks in an overall system, the new approach considers separation, hole-filling, and denoising as one unified task. We demonstrate the performance of the new approach via several examples.  2005 Elsevier Inc. All rights reserved.
Authors in REF proposed an inpainting algorithm to fill in holes in overlapping texture and/or cartoon image synthesis.
Simultaneous cartoon and texture image inpainting using morphological component analysis (MCA)
Applied and Computational Harmonic Analysis
Mathematics