TechRxiv
Manuscript.pdf (1 MB)

Image-Based Virtual Try-on System: A Survey of Deep Learning-Based Methods

Download (1 MB)
preprint
posted on 12.02.2021, 12:38 by Hajer Ghodhbani, Adel Alimi, Mohamed Neji

Our work aims to conduct a comprehensive literature review of deep learning methods applied in the fashion industry and, especially, the image-based virtual fitting task by citing research works published in the last years. We have summarized their challenges, their main frameworks, the popular benchmark datasets, and the different evaluation metrics. Also, some promising future research directions are discussed to propose improvements in this research field.

History

Email Address of Submitting Author

hajerghodhbani@ieee.org

Submitting Author's Institution

National Engineering School of Sfax (ENIS)

Submitting Author's Country

Tunisia

Usage metrics

Licence

Exports