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
Link To Document :
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