研究目的
Investigating a hue-preserving contrast enhancement method for color images without gamut problem by spreading out the distribution of pixel values on a constant hue plane in the RGB color space.
研究成果
The proposed hue-preserving contrast enhancement method for color images without gamut problem effectively enhances the contrast and saturation of images while preserving hue. Future work includes developing a method for automatically adjusting smoothing parameters and extending the method to local contrast enhancement.
研究不足
The method requires manual adjustment of smoothing parameters and is currently limited to global contrast enhancement.
1:Experimental Design and Method Selection:
The proposed method involves spreading out the distribution of pixel values on a constant hue plane in the RGB color space using histogram specification.
2:Sample Selection and Data Sources:
Balloon and Couple images were used for contrast enhancement.
3:List of Experimental Equipment and Materials:
Not explicitly mentioned.
4:Experimental Procedures and Operational Workflow:
The method transforms each pixel of an input image as a linear combination of white, black, and the maximally saturated colors, applies histogram specification to the coefficients, and normalizes them to ensure the summation is equal to
5:Data Analysis Methods:
The effectiveness of the proposed method was verified through subjective and objective evaluations, including the standard deviation of L* and the average of C* in the L*a*b* and L*C*h color spaces, respectively.
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