Content-Based Colour Transfer
Article first published online: 11 JAN 2013
© 2013 The Authors Computer Graphics Forum © 2013 The Eurographics Association and Blackwell Publishing Ltd.
Computer Graphics Forum
Volume 32, Issue 1, pages 190–203, February 2013
How to Cite
Wu, F., Dong, W., Kong, Y., Mei, X., Paul, J.-C. and Zhang, X. (2013), Content-Based Colour Transfer. Computer Graphics Forum, 32: 190–203. doi: 10.1111/cgf.12008
- Issue published online: 21 FEB 2013
- Article first published online: 11 JAN 2013
- color transfer;
- scene content analysis;
- progressive transfer
- Computing methodologies—Image processing
This paper presents a novel content-based method for transferring the colour patterns between images. Unlike previous methods that rely on image colour statistics, our method puts an emphasis on high-level scene content analysis. We first automatically extract the foreground subject areas and background scene layout from the scene. The semantic correspondences of the regions between source and target images are established. In the second step, the source image is re-coloured in a novel optimization framework, which incorporates the extracted content information and the spatial distributions of the target colour styles. A new progressive transfer scheme is proposed to integrate the advantages of both global and local transfer algorithms, as well as avoid the over-segmentation artefact in the result. Experiments show that with a better understanding of the scene contents, our method well preserves the spatial layout, the colour distribution and the visual coherence in the transfer process. As an interesting extension, our method can also be used to re-colour video clips with spatially-varied colour effects.