DocumentCode
1761834
Title
Fast Hue and Range Preserving Histogram Specification: Theory and New Algorithms for Color Image Enhancement
Author
Nikolova, Mila ; Steidl, G.
Author_Institution
Centre de Math. et de Leurs Applic., Ecole Normale Super. de Cachan, Cachan, France
Volume
23
Issue
9
fYear
2014
fDate
Sept. 2014
Firstpage
4087
Lastpage
4100
Abstract
Color image enhancement is a complex and challenging task in digital imaging with abundant applications. Preserving the hue of the input image is crucial in a wide range of situations. We propose simple image enhancement algorithms, which conserve the hue and preserve the range (gamut) of the R, G, B channels in an optimal way. In our setup, the intensity input image is transformed into a target intensity image whose histogram matches a specified, well-behaved histogram. We derive a new color assignment methodology where the resulting enhanced image fits the target intensity image. We analyze the obtained algorithms in terms of chromaticity improvement and compare them with the unique and quite popular histogram-based hue and range preserving algorithm of Naik and Murthy. Numerical tests confirm our theoretical results and show that our algorithms perform much better than the Naik-Murthy algorithm. In spite of their simplicity, they compete with well-established alternative methods for images where hue-preservation is desired.
Keywords
image colour analysis; image enhancement; image matching; RGB channel; chromaticity improvement; color assignment methodology; color image enhancement; histogram matching; hue and range preserving histogram specification; target intensity image; Approximation algorithms; Color; Digital images; Histograms; Image color analysis; Image enhancement; Transforms; Color image enhancement; color perception; exact histogram specification; gamut problem; hue preservation; scaling and shifting methods;
fLanguage
English
Journal_Title
Image Processing, IEEE Transactions on
Publisher
ieee
ISSN
1057-7149
Type
jour
DOI
10.1109/TIP.2014.2337755
Filename
6857343
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