Literature DB >> 21118775

A variational model for histogram transfer of color images.

N Papadakis1, E Provenzi, V Caselles.   

Abstract

In this paper, we propose a variational formulation for histogram transfer of two or more color images. We study an energy functional composed by three terms: one tends to approach the cumulative histograms of the transformed images, the other two tend to maintain the colors and geometry of the original images. By minimizing this energy, we obtain an algorithm that balances equalization and the conservation of features of the original images. As a result, they evolve while approaching an intermediate histogram between them. This intermediate histogram does not need to be specified in advance, but it is a natural result of the model. Finally, we provide experiments showing that the proposed method compares well with the state of the art.

Mesh:

Year:  2010        PMID: 21118775     DOI: 10.1109/TIP.2010.2095869

Source DB:  PubMed          Journal:  IEEE Trans Image Process        ISSN: 1057-7149            Impact factor:   10.856


  1 in total

1.  Unsupervised Domain Adaptation for Classification of Histopathology Whole-Slide Images.

Authors:  Jian Ren; Ilker Hacihaliloglu; Eric A Singer; David J Foran; Xin Qi
Journal:  Front Bioeng Biotechnol       Date:  2019-05-15
  1 in total

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