DocumentCode
1390129
Title
A Variational Model for Histogram Transfer of Color Images
Author
Papadakis, N. ; Provenzi, E. ; Caselles, V.
Author_Institution
Image Group, Barcelona Media, Barcelona, Spain
Volume
20
Issue
6
fYear
2011
fDate
6/1/2011 12:00:00 AM
Firstpage
1682
Lastpage
1695
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.
Keywords
image colour analysis; cumulative histograms; histogram transfer; image color; intermediate histogram; variational model; Color; Electronic mail; Facsimile; Histograms; Image color analysis; Transforms; Transportation; Intermediate histogram equalization; variational techniques; Algorithms; Color; Colorimetry; Computer Simulation; Data Interpretation, Statistical; Image Enhancement; Image Interpretation, Computer-Assisted; Models, Statistical; Reproducibility of Results; Sensitivity and Specificity;
fLanguage
English
Journal_Title
Image Processing, IEEE Transactions on
Publisher
ieee
ISSN
1057-7149
Type
jour
DOI
10.1109/TIP.2010.2095869
Filename
5648350
Link To Document