A Survey on virtual try-on clothing system

Abstract: The Virtual cloth Try-on is one of the biggest inventions took place in fashion industry which contributes to enhance user experience by allowing them to try out garments virtually without wearing it. Prior arts usually focus on preserving the character of a clothing image (e.g., texture, logo, embroidery) when warping it to arbitrary human pose. This project suggests a better solution using Artificial Intelligence (AI) and Augmented Reality (AR) for non-tech-savvy customers who aims at transferring a target clothing image onto a himself. It remains a big challenge to generate photo-realistic try-on images when large occlusions and human poses are presented in the reference person then determines whether its image content needs to be generated or preserved according to the predicted semantic layout, leading to photo-realistic try-on and rich clothing details.  

Keywords: Augmented Reality (AR), Artificial Reality (AI), Virtual Try-On (VTON), Photo-Realistic Image