Hue-preserving color image enhancement without gamut problem

被引:201
作者
Naik, SK [1 ]
Murthy, CA [1 ]
机构
[1] Indian Stat Inst, Machine Intelligence Unit, Kolkata 700108, W Bengal, India
关键词
contrast stretching; enhancement; gamut problem; histogram specification; hue; hue preserving transformation; intensity; saturation; scaling; shifting;
D O I
10.1109/TIP.2003.819231
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The first step in many techniques for processing intensity and saturation in color images keeping hue unaltered is the transformation of the image data from RGB space to other color spaces such as LHS, HSI, YIQ, HSV, etc. Transforming from one space to another and processing in these spaces usually generate gamut problem, i.e., the values of the variables may not be in their respective intervals. Enhancement techniques for color images are studied here theoretically in a generalized setup. A principle is suggested to make the transformations' gamut problem free in this regard. Using the same principle a class of hue preserving contrast enhancement transformations are proposed, which generalize the existing grey scale contrast intensification techniques to color images. These transformations are also seen to bypass the above mentioned color coordinate transformations for image enhancement. The developed principle is used to generalize the histogram equalization scheme for grey scale images to color images.
引用
收藏
页码:1591 / 1598
页数:8
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