Hue Constrained Image Colorization in the RGB SpaceReport as inadecuate




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1 IMB - Institut de Mathématiques de Bordeaux 2 LaBRI - Laboratoire Bordelais de Recherche en Informatique

Abstract : This work proposes a novel variational frame- work for exemplar-based image colorization in RGB while most of existing methods use a luminance-chro- minance space. Using directly these three RGB chan- nels, our model does not need any pre or post-pro- cessing step. We design a primal-dual like algorithm that solves the proposed variational approach. The constraint when colorizing a gray-scale image is to maintain its luminance. In our RGB model this constraint is added in the variational model. Its preservation requires introducing a novel projection scheme that takes care of the hue value H of the HSI color-space. The behavior of our algorithm is illustrated on numerous examples, and a qualitative comparison is made with state-of-the-art methods.

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Keywords : non-local method

keyword : Colorization Optimization Color-space non-local method.





Author: Fabien Pierre - Jean-François Aujol - Aurélie Bugeau - Vinh-Thong Ta -

Source: https://hal.archives-ouvertes.fr/



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