Transformation of the Beta Distribution for Color Transfer

Hristina Hristova, Olivier Le Meur, Rémi Cozot, Kadi Bouatouch

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 Harvard Style

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 - Volume 1: GRAPP, ISBN 978-989-758-287-5, pages 112-121. DOI: 10.5220/0006610801120121


in Bibtex Style

@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 - Volume 1: GRAPP,},
year={2018},
pages={112-121},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006610801120121},
isbn={978-989-758-287-5},
}


in EndNote Style

TY - CONF

JO - Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 1: GRAPP,
TI - Transformation of the Beta Distribution for Color Transfer
SN - 978-989-758-287-5
AU - Hristova H.
AU - Le Meur O.
AU - Cozot R.
AU - Bouatouch K.
PY - 2018
SP - 112
EP - 121
DO - 10.5220/0006610801120121