Deep learning technique for human parsing: A survey and outlook

L Yang, W Jia, S Li, Q Song - International Journal of Computer Vision, 2024 - Springer
Human parsing aims to partition humans in image or video into multiple pixel-level semantic
parts. In the last decade, it has gained significantly increased interest in the computer vision …

Image-based virtual try-on: A survey

D Song, X Zhang, J Zhou, W Nie, R Tong… - International Journal of …, 2024 - Springer
Image-based virtual try-on aims to synthesize a naturally dressed person image with a
clothing image, which revolutionizes online shop** and inspires related topics within …

Pasta-gan++: A versatile framework for high-resolution unpaired virtual try-on

Z ** for Virtual Try-On
X Han, S Zheng, Z Li, C Wang, X Sun… - Proceedings of the 32nd …, 2024 - dl.acm.org
Image-based virtual try-on aims to seamlessly fit in-shop clothing to a person image while
maintaining pose consistency. Existing methods commonly employ the thin plate spline …

Revolutionizing online shop** with FITMI: a realistic virtual try-on solution

TM Samy, BI Asham, SO Slim, AA Abohany - Neural Computing and …, 2025 - Springer
In today's digital age, consumers increasingly rely on online shop** for convenience and
accessibility. However, a significant drawback of online shop** is the inability to physically …

Application and Progress of Deep Learning in 2D Virtual Try-on Technology.

HUA Ailing, YU Feng, C Ziyi, W Hua… - Journal of Computer …, 2023 - search.ebscohost.com
Virtual try-on technology has wide application and research value in promoting the
informatization and intelligence of the clothing industry, and is one of the research hotspots …

PFDM: Parser-Free Virtual Try-On via Diffusion Model

Y Niu, D Yi, L Wu, Z Liu, P Cai… - ICASSP 2024-2024 IEEE …, 2024 - ieeexplore.ieee.org
Virtual try-on can significantly improve the garment shop** experiences in both online and
in-store scenarios, attracting broad interest in computer vision. However, to achieve high …

Virtual Fitting System Using Deep Learning Methodology: HR-VITON Based on Weight Sharing, Mixed Precison & Gradient Accumulation

HS Lee, SH Oh, SH Ha - The Journal of Information Systems, 2022 - koreascience.kr
Purpose The purpose of this study is to develop a virtual try-on deep learning model that can
efficiently learn front and back clothes images. It is expected that the application of virtual try …

[PDF][PDF] Virtual Try on Clothes

R Kale, V Sarode, V Bidarkar, S Singh, P Nilekar - academia.edu
Trying on different clothes in the store and finally choosing the right one can be a time-
consuming and tedious process. So, a real-time virtual fitting room is a concept where a …