Proceedings of the 2023 International Conference on Image, Algorithms and Artificial Intelligence (ICIAAI 2023)

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Virtual Try-On Methods: A Comprehensive Research and Analysis

Authors
Haoxuan Sun1, *
1School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, 200240, China
*Corresponding author. Email: guwangtu@sjtu.edu.cn
Corresponding Author
Haoxuan Sun
Available Online 27 November 2023.
DOI
10.2991/978-94-6463-300-9_35How to use a DOI?
Keywords
Virtual try-on; deep learning; 3D; 2D; diffusion model
Abstract

Image-based virtual try-on, as a challenging and practical real-world task, is one of the interesting research topics in recent years. Virtual try-on will become a common way to buy fashion products in the future, however, with the development in recent years, relevant review articles are not sufficient. Therefore, this paper aims to systematically introduce the development trend and current advanced algorithms in the field of virtual try-on. This paper briefly introduces various research directions in this field at present, and gives a certain degree of analysis, including 3D virtual try-on and 2D virtual try-on. Among them, this paper uses more space to describe 2D virtual try-on as it’s the mainstream direction. In conclusion, this article culminates with a comprehensive summary and projection of the complete text. The intent is to elucidate the contemporary advancements in this domain and provide a more comprehensive depiction of the potential future trajectory of development.

Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the 2023 International Conference on Image, Algorithms and Artificial Intelligence (ICIAAI 2023)
Series
Advances in Computer Science Research
Publication Date
27 November 2023
ISBN
978-94-6463-300-9
ISSN
2352-538X
DOI
10.2991/978-94-6463-300-9_35How to use a DOI?
Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Haoxuan Sun
PY  - 2023
DA  - 2023/11/27
TI  - Virtual Try-On Methods: A Comprehensive Research and Analysis
BT  - Proceedings of the 2023 International Conference on Image, Algorithms and Artificial Intelligence (ICIAAI 2023)
PB  - Atlantis Press
SP  - 339
EP  - 346
SN  - 2352-538X
UR  - https://doi.org/10.2991/978-94-6463-300-9_35
DO  - 10.2991/978-94-6463-300-9_35
ID  - Sun2023
ER  -