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Issue No.02 - March/April (2011 vol.31)
pp: 24-35
Bin Sheng , Chinese University of Hong Kong
Hanqiu Sun , Chinese University of Hong Kong
Shunbin Chen , Chinese Academy of Sciences
Xuehui Liu , Chinese Academy of Sciences
Enhua Wu , Chinese Academy of Sciences
Current colorization based on image segmentation makes it difficult to add or update color reliably and requires considerable user intervention. A new approach gives similar colors to pixels with similar texture features. To do this, it uses rotation-invariant Gabor filter banks and applies optimization in the feature space.
computer graphics, picture generation, image generation, display algorithms, image processing, computer vision, graphics and multimedia
Bin Sheng, Hanqiu Sun, Shunbin Chen, Xuehui Liu, Enhua Wu, "Colorization Using the Rotation-Invariant Feature Space", IEEE Computer Graphics and Applications, vol.31, no. 2, pp. 24-35, March/April 2011, doi:10.1109/MCG.2011.18
1. R. Irony, D. Cohen-Or, and D. Lischinski, "Colorization by Example," Proc. 2005 Eurographics Symp. Rendering, Eurographics, 2005, pp. 201–210.
2. Q. Luan et al., "Natural Image Colorization," Proc. 2007 Eurographics Symp. Rendering, Eurographics, 2007, pp. 309–320.
3. A. Levin, D. Lischinski, and Y. Weiss, "Colorization Using Optimization," ACM Trans. Graphics, vol. 23, no. 3, 2004, pp. 689–694.
4. B.S. Manjunath and W.-Y. Ma, "Texture Features for Browsing and Retrieval of Image Data," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 18, no. 8, 1996, pp. 837–842.
5. Y. Qu, T.-T. Wong, and P.-A. Heng, "Manga Colorization," ACM Trans. Graphics, vol. 25, no. 3, 2006, pp. 1214–1220.
6. Y. Saad, Iterative Methods for Sparse Linear Systems, 2nd ed., SIAM Press, 2003.
7. T. Welsh, M. Ashikhmin, and K. Mueller, "Transferring Color to Greyscale Images," Proc. Siggraph, ACM Press, 2002, pp. 277–280.
8. L. Yatziv and G. Sapiro, "Fast Image and Video Colorization Using Chrominance Blending," IEEE Trans. Image Processing, vol. 15, no. 5, 2006, pp. 1120–1129.
9. Y. Li et al., "Lazy Snapping," ACM Trans. Graphics, vol. 23, no. 3, 2004, pp. 303–308.
10. V. Kwatra et al., "Graphcut Textures: Image and Video Synthesis Using Graph Cuts," ACM Trans. Graphics, vol. 22, no. 3, 2003, pp. 277–286.
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