Non-local Matching of Superpixel-based Deep Features for Color Transfer and Colorization
Roxane Leduc, Hernan Carrillo, Nicolas Papadakis
published
2024-10-29
reference
Roxane Leduc, Hernan Carrillo, and Nicolas Papadakis, Non-local Matching of Superpixel-based Deep Features for Color Transfer and Colorization, Image Processing On Line, 14 (2024), pp. 232–249. https://doi.org/10.5201/ipol.2024.522

Communicated by Lara Raad
Demo edited by Lara Raad

Abstract

In this article, we give a thorough description of the algorithm proposed in [H. Carrillo, M. Clément and A. Bugeau, Non-local matching of superpixel-based deep features for color transfer, VISAPP, 2022] for color transfer by relying on a robust non-local correspondence between low-level features at high resolution. An adaptation of this method for colorization is also described. We highlight the overall relevant results obtained with this technique for both applications and also show its limitations.

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