• 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