Harmonic flow for histogram matching

Batard, Thomas; Bertalmío, Marcelo

doi:http://dx.doi.org/10.1007/978-3-642-53926-8_14

Harmonic flow for histogram matching

Citation

Batard T, Bertalmío M. Harmonic flow for histogram matching. In: Huang F, Sugimoto A, editors. Image and video technology – PSIVT 2013 Workshops; 2013 Oct 28-29; Guanajuato, México. Heidelberg: Springer Berlin; 2014. p. 145-56. (LNCS; no. 8334). DOI: 10.1007/978-3-642-53926-8_14

Abstract

We present a method to perform histogram matching be- tween two color images based on the concept of harmonic mapping be- tween Riemannian manifolds. The key idea is to associate the histogram of a color image to a Riemannian manifold. In this context, the energy of the matching between the two images is measured by the Dirichlet energy of the mapping between the Riemannian manifolds. Then, we assimilate optimal matchings to critical points of the Dirichlet energy. Such points are called harmonic maps. As there is no explicit expression for harmonic maps in general, we use a gradient descent ow with boundary condition to reach them, that we call harmonic ow. We present an application to color transfer, however many others applications can be envisaged using this general framework.