Texture Synthesis with Grouplets
Peyré, Gabriel (2009), Texture Synthesis with Grouplets, IEEE Transactions on Pattern Analysis and Machine Intelligence, 32, 4, p. 733-746. http://dx.doi.org/10.1109/TPAMI.2009.54
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Article accepté pour publication ou publiéLien vers un document non conservé dans cette base
http://hal.archives-ouvertes.fr/hal-00360795/en/Date
2009Nom de la revue
IEEE Transactions on Pattern Analysis and Machine IntelligenceVolume
32Numéro
4Pages
733-746
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Métadonnées
Afficher la notice complèteAuteur(s)
Peyré, GabrielRésumé (EN)
This paper proposes a new method to synthesize and inpaint geometric textures. The texture model is composed of a geometric layer that drives the computation of a new grouplet transform. The geometry is an orientation flow that follows the patterns of the texture to analyze or synthesize. The grouplet transform extends the original construction of Mallat and is adapted to the modeling of natural textures. Each grouplet atoms is an elongated stroke located along the geometric flow. These atoms exhibit a wide range of lengths and widths, which is important to match the variety of structures present in natural images. Statistical modeling and sparsity optimization over these grouplet coefficients enable the synthesis of texture patterns along the flow. This article explores texture inpainting and texture synthesis, which both require the joint optimization of the geometric flow and the grouplet coefficients.Mots-clés
Texture; grouplets; texture synthesis; inpaintingPublications associées
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