Abstract
In this paper, we present a computationally simple yet effective image recoloring method based on color harmonization. Our method permits the user to obtain recolored results interactively by rotating a harmonious template after completing color harmonization. Two main improvements are made in this paper. Firstly, we give a new strategy for finding the most harmonious scheme, in terms of finding the template which best matches the hue distribution of the input image. Secondly, in order to achieve spatially coherent harmonization, geodesic distances are used to move hues lying outside the harmonious sectors to inside them. Experiments show that our approach can produce higher-quality visually pleasing recolored images than existing methods. Moreover, our method is simple and easy to implement, and has good runtime performance.
Highlights
Image recoloring is one of the most popular photo editing tasks
Existing work on recolorization can be coarsely divided into scribble-based recolorization and example-based color transfer [1,2,3,4]
Color harmonization is a powerful tool widely used in image and video editing operations, such as color enhancement, image composition, art and design, etc
Summary
Existing work on recolorization can be coarsely divided into scribble-based recolorization and example-based color transfer [1,2,3,4] These methods have been shown to provide satisfactory results, but the quality of recolorization depends heavily on the choice of reference images for examplebased color transfer, while user interaction is tedious and time-consuming in the scribble-based method, limiting its use. In neither of these approaches is color harmony considered.
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