Size does matter: Size-aware virtual try-on via clothing-oriented transformation try-on network

CY Chen, YC Chen, HH Shuai… - Proceedings of the …, 2023 - openaccess.thecvf.com
Virtual try-on tasks aim at synthesizing realistic try-on results by trying target clothes on
humans. Most previous works relied on the Thin Plate Spline or appearance flows to warp …

Street tryon: Learning in-the-wild virtual try-on from unpaired person images

A Cui, J Mahajan, V Shah… - Proceedings of the …, 2024 - openaccess.thecvf.com
Most existing methods for virtual try-on focus on studio person images with a limited range of
poses and clean backgrounds. They can achieve plausible results for this studio try-on …

Enhancing Virtual Try-On with Synthetic Pairs and Error-Aware Noise Scheduling

N Li, KJ Shih, BA Plummer - arXiv preprint arXiv:2501.04666, 2025 - arxiv.org
Given an isolated garment image in a canonical product view and a separate image of a
person, the virtual try-on task aims to generate a new image of the person wearing the target …