DocumentCode :
2383112
Title :
Uniform color transfer
Author :
Xu, Shuchang ; Zhang, Yin ; Zhang, Sanyuan ; Xiuzi Ye
Author_Institution :
Coll. of Comput. Sci., Zhejiang Univ., Hangzhou, China
Volume :
3
fYear :
2005
fDate :
11-14 Sept. 2005
Abstract :
We present in this paper a general algorithm called uniform color transfer for transferring dominant colors in one image to another. Our algorithm frees users from interactions required for colorizing grayscale image or transferring color between images. Different from existing algorithms, we cluster the source color image into regions using the GMM-EM method, and the target image using the K-means algorithm. We then impose chromatic mean values on corresponding source image regions in the target image. Experiments showed that our algorithm can give better results.
Keywords :
image colour analysis; K-means algorithm; chromatic mean values; grayscale image; uniform color transfer; Clustering algorithms; Color; Computer science; Digital images; Educational institutions; Gaussian distribution; Gray-scale; Humans; Layout; Visual system;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing, 2005. ICIP 2005. IEEE International Conference on
Print_ISBN :
0-7803-9134-9
Type :
conf
DOI :
10.1109/ICIP.2005.1530548
Filename :
1530548
Link To Document :
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