VTON-IT: Virtual Try-On using Image Translation

arXiv:2310.04558v2 Announce Type: replace-cross
Abstract: Virtual Try-On (trying clothes virtually) is a promising application of the Generative Adversarial Network (GAN). However, it is an arduous task to transfer the desired clothing item onto the corresponding regions of a human body because of varying body size, pose, and occlusions like hair and overlapped clothes. In this paper, we try to produce photo-realistic translated images through semantic segmentation and a generative adversarial architecture-based image translation network. We present a novel image-based Virtual …

abstract adversarial application arxiv clothes clothing cs.cv cs.lg gan generative generative adversarial network hair however human image network transfer translation type virtual virtual try-on