Abstract: In order to satisfy the user’s personalized demands and improve the virtual try-on experience, a personalized virtual try-on system is proposed, which includes auto-skinning, 3D face reconstruction based on a single image, parametric deformation of human body and penetration processing of garment model. Firstly, auto-skinning algorithm is designed with the aim to reduce the cost of making garment models for the existing virtual try-on systems. Secondly, individual needs of the customers can be met with a single image based automatic 3D face reconstruction and parametric deformation of human body. What’s more, on the basis of automatic calculation of transparent textures, cloth penetration is solved to improve fitting effects of the system. According to the experiments, the virtual try-on system introduced in this paper is able to achieve better fitting effects with lower construction and operation costs, in which case good personalized experience of virtual try-on is provided.

Key words:  , virtual try-on； personalized； mobile platform； face reconstruction； cloth simulation