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Authors: Hristina Hristova ; Olivier Le Meur ; Rémi Cozot and Kadi Bouatouch

Affiliation: University of Rennes 1, France

Keyword(s): Beta Distribution, Bounded Distributions, Color Transfer, Transformation of Bounded Distributions.

Related Ontology Subjects/Areas/Topics: Applications ; Computer Vision, Visualization and Computer Graphics ; Geometry and Modeling ; Image-Based Modeling ; Modeling and Algorithms ; Pattern Recognition ; Software Engineering

Abstract: In this paper, we propose a novel transformation between two Beta distributions. Our transformation progressively and accurately reshapes an input Beta distribution into a target Beta distribution using four intermediate statistical transformations. The key idea of this paper is to adopt the Beta distribution to model the discrete distributions of color and light in images. We design a new Beta transformation which we apply in the context of color transfer between images. Experiments have shown that our method obtains more natural and less saturated results than results of recent state-of-the-art color transfer methods. Moreover, our results portray better both the target color palette and the target contrast.

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Paper citation in several formats:
Hristova, H.; Le Meur, O.; Cozot, R. and Bouatouch, K. (2018). Transformation of the Beta Distribution for Color Transfer. In Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018) - GRAPP; ISBN 978-989-758-287-5; ISSN 2184-4321, SciTePress, pages 112-121. DOI: 10.5220/0006610801120121

@conference{grapp18,
author={Hristina Hristova. and Olivier {Le Meur}. and Rémi Cozot. and Kadi Bouatouch.},
title={Transformation of the Beta Distribution for Color Transfer},
booktitle={Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018) - GRAPP},
year={2018},
pages={112-121},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006610801120121},
isbn={978-989-758-287-5},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018) - GRAPP
TI - Transformation of the Beta Distribution for Color Transfer
SN - 978-989-758-287-5
IS - 2184-4321
AU - Hristova, H.
AU - Le Meur, O.
AU - Cozot, R.
AU - Bouatouch, K.
PY - 2018
SP - 112
EP - 121
DO - 10.5220/0006610801120121
PB - SciTePress

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