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Issue No.04 - July-Aug. (2013 vol.33)
pp: 62-72
A new system provides a virtual experience akin to trying on clothing. It clones the user's photographic image into a catalog of images of models wearing the desired garments. Simple offline training extracts the user's head. Segmentation accurately separates the face, hair, and background, employing both a three-kernel statistical model and graph cuts. The system adjusts the resulting image's skin color according to a statistical model and relights the head via spherical harmonics. Finally, using a parametric model, the system warps the clone's body dimensions to fit the user's dimensions. This creates high-quality compositions of the user's image and the given garment.
Face recognition, Image segmentation, Photography, Shape analysis, Solid modeling, Image color analysis,photo processing, Face, Image segmentation, Hair, Shape, Solid modeling, Image color analysis, computer graphics, online cloning, image enhancement
R. Shilkrot, D. Cohen-Or, A. Shamir, Ligang Liu, "Garment Personalization via Identity Transfer", IEEE Computer Graphics and Applications, vol.33, no. 4, pp. 62-72, July-Aug. 2013, doi:10.1109/MCG.2012.90
1. S. Zhou et al., “Parametric Reshaping of Human Bodies in Images,” ACM Trans. Graphics, vol. 29, no. 4, 2010, article 126.
2. M.B. Stegmann, “Active Appearance Models: Theory, Extensions and Cases,” master's thesis, Dept. of Mathematical Modelling, Technical Univ. Denmark, 2000.
3. C. Rother, V. Kolmogorov, and A. Blake, “Grabcut: Interactive Foreground Extraction Using Iterated Graph Cuts,” ACM Trans. Graphics, vol. 23, no. 3, 2004 pp. 309-314.
4. Y. Boykov and M. Jolly, “Interactive Graph Cuts for Optimal Boundary and Region Segmentation of Objects in N-D Images,” Proc. 8th IEEE Int'l Conf. Computer Vision (ICCV 01), IEEE, 2001 pp. 105-112.
5. Y.-Y. Chuang et al., “A Bayesian Approach to Digital Matting,” Proc. 2001 IEEE Computer Soc. Conf. Computer Vision and Pattern Recognition (CVPR 01), IEEE CS, 2001 pp. 264-271.
6. P. Pérez,M. Gangnet, and A. Blake, “Poisson Image Editing,” ACM Trans. Graphics, vol. 22, no. 3, 2003 pp. 313-318.
7. Y. Wang et al., “Face Re-lighting from a Single Image under Harsh Lighting Conditions,” Proc. 2007 IEEE Conf. Computer Vision and Pattern Recognition (CVPR 07), IEEE CS, 2007 pp. 1-8.
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