Towards Photo-Realistic Virtual Try-On by Adaptively Generating↔Preserving Image Content

Abstract Image visual try-on aims at transferring a target clothing image onto a reference person, and has become a hot topic in recent years. Prior arts usually focus on preserving the characteristics of a clothing image (e.g., texture, logo, and embroidery) when warping it to an arbitrary human pose. However, it remains a big challenge to generate photo-realistic try-on images when large occlusions and human poses are presented in the reference person (Fig. 1 ).