Harmonic Flow for Histogram Matching

TitleHarmonic Flow for Histogram Matching
Publication TypeConference Paper
Year of Publication2013
AuthorsBatard T, Bertalmío M
Conference NameGeometric Computation for Computer Vision GCCV, Guanajuato, Mexico
Abstract

We present a method to perform histogram matching between two color images based on the concept of harmonic mapping between 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.