Abstract : In this paper, we propose a novel inpainting algorithm combining the advantages of PDE-based schemes and examplar-based approaches. The proposed algorithm relies on the use of structure tensors to define the filling order priority and template matching. The structure tensors are computed in a hierarchic manner whereas the template matching is based on a K-nearest neighbor algorithm. The value K is adaptively set in function of the local texture information. Compared to two state of the art approaches, the proposed method provides more coherent results.
https://hal.inria.fr/inria-00628074 Contributor : Olivier Le MeurConnect in order to contact the contributor Submitted on : Friday, September 30, 2011 - 1:17:41 PM Last modification on : Friday, February 4, 2022 - 3:19:33 AM Long-term archiving on: : Saturday, December 31, 2011 - 2:30:20 AM
Olivier Le Meur, Josselin Gautier, Christine Guillemot. EXAMPLAR-BASED INPAINTING BASED ON LOCAL GEOMETRY. ICIP, Sep 2011, Brussel, Belgium. ⟨inria-00628074⟩