DocumentCode :
1757629
Title :
Example-Based Color Transfer for Gradient Meshes
Author :
Yi Xiao ; Liang Wan ; Chi-Sing Leung ; Yu-Kun Lai ; Tien-Tsin Wong
Author_Institution :
Dept. of Electron. Eng., City Univ. of Hong Kong, Hong Kong, China
Volume :
15
Issue :
3
fYear :
2013
fDate :
41365
Firstpage :
549
Lastpage :
560
Abstract :
Editing a photo-realistic gradient mesh is a tough task. Even only editing the colors of an existing gradient mesh can be exhaustive and time-consuming. To facilitate user-friendly color editing, we develop an example-based color transfer method for gradient meshes, which borrows the color characteristics of an example image to a gradient mesh. We start by exploiting the constraints of the gradient mesh, and accordingly propose a linear-operator-based color transfer framework. Our framework operates only on colors and color gradients of the mesh points and preserves the topological structure of the gradient mesh. Bearing the framework in mind, we build our approach on PCA-based color transfer. After relieving the color range problem, we incorporate a fusion-based optimization scheme to improve color similarity between the reference image and the recolored gradient mesh. Finally, a multi-swatch transfer scheme is provided to enable more user control. Our approach is simple, effective, and much faster than color transferring the rastered gradient mesh directly. The experimental results also show that our method can generate pleasing recolored gradient meshes.
Keywords :
gradient methods; human computer interaction; image colour analysis; image fusion; principal component analysis; topology; PCA-based color transfer; color gradients; color range problem; color similarity; example-based color transfer method; fusion-based optimization scheme; linear-operator-based color transfer framework; mesh points; multiswatch transfer scheme; photo-realistic gradient mesh; rastered gradient mesh; recolored gradient mesh; reference image; topological structure; tough task; user-friendly color editing; Educational institutions; Gray-scale; Image color analysis; Image segmentation; Interpolation; Materials; Vectors; Gradient mesh; PCA-based color transfer; example-based color transfer; linear operator;
fLanguage :
English
Journal_Title :
Multimedia, IEEE Transactions on
Publisher :
ieee
ISSN :
1520-9210
Type :
jour
DOI :
10.1109/TMM.2012.2233725
Filename :
6380625
Link To Document :
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