Affine Invariant Self-Similarity for Exemplar-Based Inpainting

Abstract : This paper presents a new method for exemplar-based image inpainting using transformed patches. We build upon a recent affine invariant self-similarity measure which automatically transforms patches to compare them in an appropriate manner. As a consequence, it intrinsically extends the set of available source patches to copy information from. When comparing two patches, instead of searching for the appropriate patch transformation in a highly dimensional parameter space, our approach allows us to determine a single transformation from the texture content in both patches. We incorporate the affine invariant similarity measure in a variational formulation for inpainting and present an algorithm together with experimental results illustrating this approach.
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https://hal-enpc.archives-ouvertes.fr/hal-01240846
Contributeur : Gabriele Facciolo <>
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Dernière modification le : jeudi 12 avril 2018 - 01:53:50
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  • HAL Id : hal-01240846, version 1

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Vadim Fedorov, Pablo Arias, Gabriele Facciolo, Coloma Ballester. Affine Invariant Self-Similarity for Exemplar-Based Inpainting. VISAPP, 2016, Rome, Italy. 〈hal-01240846〉

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