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Local color transfer between images using dominant colors

[+] Author Affiliations
Jae-Doug Yoo

Gwangju Institute of Science and Technology, 1 Oryong-Dong, Buk-Gu, Gwangju 500-712, Republic of Korea

Min-Ki Park

Gwangju Institute of Science and Technology, 1 Oryong-Dong, Buk-Gu, Gwangju 500-712, Republic of Korea

Ji-Ho Cho

Vienna University of Technology, Favoritenstrasse 9, A-1040 Vienna, Austria

Kwan H. Lee

Gwangju Institute of Science and Technology, 1 Oryong-Dong, Buk-Gu, Gwangju 500-712, Republic of Korea

J. Electron. Imaging. 22(3), 033003 (Jul 08, 2013). doi:10.1117/1.JEI.22.3.033003
History: Received December 28, 2012; Revised May 15, 2013; Accepted June 3, 2013
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Abstract.  A color-transfer method that can transfer colors of an image to another for the local regions using their dominant colors is proposed. In order to naturally transfer the colors and moods of a target image to a source image, we need to find the local regions of colors that need to be modified in the image. Since the dominant colors of each image can be used for the estimation of color regions, we develop a grid-based mode detection, which can efficiently estimate dominant colors of an image. Based on these dominant colors, our proposed method performs a consistent segmentation of source and target images by using the cost-volume filtering. Through the segmentation procedure, we can estimate complex color characteristics and transfer colors to the local regions of an image. For an intuitive and natural color transfer, region matching is also crucial. Therefore, we use the visually prominent colors in the image to meaningfully connect each segmented region in which modified color-transfer method is applied to balance the overall luminance of the final result. In the Experimental Result section, various convincing results are demonstrated through the proposed method.

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© 2013 SPIE and IS&T

Citation

Jae-Doug Yoo ; Min-Ki Park ; Ji-Ho Cho and Kwan H. Lee
"Local color transfer between images using dominant colors", J. Electron. Imaging. 22(3), 033003 (Jul 08, 2013). ; http://dx.doi.org/10.1117/1.JEI.22.3.033003


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