1 April 2011 Color harmonization for images
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Abstract
Color harmonization is an artistic technique to adjust a set of colors in order to enhance their visual harmony so that they are aesthetically pleasing in terms of human visual perception. We present a new color harmonization method that treats the harmonization as a function optimization. For a given image, we derive a cost function based on the observation that pixels in a small window that have similar unharmonic hues should be harmonized with similar harmonic hues. By minimizing the cost function, we get a harmonized image in which the spatial coherence is preserved. A new matching function is proposed to select the best matching harmonic schemes, and a new component-based preharmonization strategy is proposed to preserve the hue distribution of the harmonized images. Our approach overcomes several shortcomings of the existing color harmonization methods. We test our algorithm with a variety of images to demonstrate the effectiveness of our approach.
© (2011) Society of Photo-Optical Instrumentation Engineers (SPIE)
Zhen Tang, Zhen Tang, Zhenjiang Miao, Zhenjiang Miao, Yanli Wan, Yanli Wan, Zhifei Wang, Zhifei Wang, } "Color harmonization for images," Journal of Electronic Imaging 20(2), 023001 (1 April 2011). https://doi.org/10.1117/1.3574097 . Submission:
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