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Hue Constrained Image Colorization in the RGB Space

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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https://hal.archives-ouvertes.fr/hal-00995724
Contributor : Fabien Pierre <>
Submitted on : Friday, May 23, 2014 - 4:50:02 PM
Last modification on : Thursday, April 16, 2020 - 9:38:09 PM
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  • HAL Id : hal-00995724, version 1

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Fabien Pierre, Jean-François Aujol, Aurélie Bugeau, Vinh-Thong Ta. Hue Constrained Image Colorization in the RGB Space. 2014. ⟨hal-00995724⟩

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