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Conference Paper Versatile-VTON: A Versatile Virtual Try-on Network
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Authors
Hyun-woo Jin, Dong-oh Kang
Issue Date
2023-10
Citation
International Conference on Consumer Electronics (ICCE) 2023 : Asia, pp.551-554
Publisher
IEEE
Language
English
Type
Conference Paper
DOI
https://dx.doi.org/10.1109/ICCE-Asia59966.2023.10326367
Abstract
Virtual Try-on Network, an AI technology for virtual clothing try-ons in online stores, offers users an intuitive experience with lucrative commercial potential. Most of VTON researches have focused on single garments, and have limitation in application to trying on various types of clothing. This is an inevitable issue due to limited provision of only top images in the dataset. Although recent datasets used in VTON include various types of clothing images and labels, including tops, bottoms, and dresses, it is not sufficient to give usability of virtual try-on of clothing items other than tops compared to the available data. We introduce Versatile-VTON to give more usability and better quality of VTON. Also, we show the feasibility of the proposed method by presenting quantitative measurements and conducting ablation study experiments.
KSP Keywords
Available data, Commercial potential, Online store, Virtual clothing, Virtual try-on, quantitative measurement