[IPOL announce] new article: Non-local Matching of Superpixel-based Deep Features for Color Transfer and Colorization

[announcements about the IPOL journal]

A new article is available in IPOL: https://www.ipol.im/pub/art/2024/522/

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

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.