title: Garment personalization via identity transfer.
abstract: 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.
authors.forename: Roy
authors.initials: R
authors.lastname: Shilkrot
authors.forename: Daniel
authors.initials: D
authors.lastname: Cohen-Or
authors.forename: Ariel
authors.initials: A
authors.lastname: Shamir
authors.forename: Ligang
authors.initials: L
authors.lastname: Liu