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Affine Invariant Self-Similarity for Exemplar-Based Inpainting

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Résumé

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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Dates et versions

hal-01240846 , version 1 (10-12-2015)

Identifiants

  • 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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