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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. , pp. 62-72, July-Aug. 2013, doi:10.1109/MCG.2012.90
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