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Semi-Discrete Optimal Transport in Patch Space for Enriching Gaussian Textures

Abstract : A bilevel texture model is proposed, based on a local transform of a Gaussian random field. The core of this method relies on the optimal transport of a continuous Gaussian distribution towards the discrete exemplar patch distribution. The synthesis then simply consists in a fast post-processing of a Gaussian texture sample, boiling down to an improved nearest-neighbor patch matching, while offering theoretical guarantees on statistical compliancy.
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https://hal.archives-ouvertes.fr/hal-01560785
Contributor : Bruno Galerne <>
Submitted on : Tuesday, July 11, 2017 - 11:36:25 PM
Last modification on : Thursday, July 2, 2020 - 5:17:18 PM
Document(s) archivé(s) le : Wednesday, January 24, 2018 - 10:18:07 PM

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Bruno Galerne, Arthur Leclaire, Julien Rabin. Semi-Discrete Optimal Transport in Patch Space for Enriching Gaussian Textures. Geometric Science of Information, Nov 2017, Paris, France. ⟨10.1007/978-3-319-68445-1_12⟩. ⟨hal-01560785⟩

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