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The Heeger & Bergen Pyramid Based Texture Synthesis Algorithm

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Date
2014
Link to item file
https://doi.org/10.5201/ipol.2014.79
Dewey
Traitement du signal
Sujet
Heeger & Bergen Pyramid; Heeger-Bergen algorithm
Journal issue
IPOL Journal. Image Processing On Line
Volume
4
Publication date
04-2014
Article pages
276 - 299
DOI
http://dx.doi.org/10.5201/ipol.2014.79
URI
https://basepub.dauphine.fr/handle/123456789/17331
Collections
  • CEREMADE : Publications
Metadata
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Author
Briand, Thibaud
Vacher, Jonathan
60 CEntre de REcherches en MAthématiques de la DEcision [CEREMADE]
Galerne, Bruno
2088 Mathématiques Appliquées Paris 5 [MAP5 - UMR 8145]
Rabin, Julien
Type
Article accepté pour publication ou publié
Abstract (EN)
This contribution deals with the Heeger-Bergen pyramid-based texture analysis/synthesis algorithm. It brings a detailed explanation of the original algorithm tested on many characteristic examples. Our analysis reproduces the original results, but also brings a minor improvement concerning non-periodic textures. Inspired by visual perception theories, Heeger and Bergen proposed to characterize a texture by its first-order statistics of both its color and its responses to multiscale and multi-orientation filters, namely the steerable pyramid. The Heeger-Bergen algorithm consists in the following procedure: starting from a white noise image, histogram matchings are performed to the noise alternatively in both the image domain and steerable pyramid domain, so that the corresponding histograms match the ones of the input texture.

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