A detailed review of artificial intelligence applied in the fashion and apparel industry

C Giri, S Jain, X Zeng, P Bruniaux - IEEE Access, 2019 - ieeexplore.ieee.org
The enormous impact of artificial intelligence has been realized in transforming the fashion
and apparel industry in the past decades. However, the research in this domain is scattered …

Fit evaluation of virtual garment try-on by learning from digital pressure data

K Liu, X Zeng, P Bruniaux, J Wang, E Kamalha… - Knowledge-Based …, 2017 - Elsevier
Presently, garment fit evaluation mainly focuses on real try-on, and rarely deals with virtual
try-on. With the rapid development of E-commerce, there is a profound growth of garment …

3D interactive garment pattern-making technology

K Liu, X Zeng, P Bruniaux, X Tao, X Yao, V Li… - Computer-Aided …, 2018 - Elsevier
The traditional pattern-making process is very time-consuming and requires professional
fashion design knowledge. In order to develop a form-fitting garment to meet customer's …

An evaluation of garment fit to improve customer body fit of fashion design clothing

K Liu, H Wu, C Zhu, J Wang, X Zeng, X Tao… - … International Journal of …, 2022 - Springer
Currently, garment fit evaluation is one of the biggest bottlenecks for fashion design and
manufacturing. In this paper, we proposed a garment fit prediction model using data learning …

A virtual e-bespoke men's shirt based on new body measurements and method of pattern drafting

J Yan, VE Kuzmichev - Textile Research Journal, 2020 - journals.sagepub.com
Customization is prevailing in the apparel industry with increasing requirements from
consumers and the popularization of new technologies. This study aimed to establish the …

Parametric design of garment pattern based on body dimensions

K Liu, C Zhu, X Tao, P Bruniaux, X Zeng - International Journal of Industrial …, 2019 - Elsevier
Garment pattern-making is one of the most important parts in fashion design and production.
However, the traditional pattern-making is an experience based work and very time …

A knowledge-supported approach for garment pattern design using fuzzy logic and artificial neural networks

Z Wang, Y Xing, J Wang, X Zeng, Y Yang… - Multimedia Tools and …, 2022 - Springer
In the clothing industry, garment pattern design serves as a significant middle link between
fashion design and manufacturing. With the advent of advanced multimedia techniques, like …

A data-driven approach towards the full anthropometric measurements prediction via Generalized Regression Neural Networks

L Wang, TJ Lee, J Bavendiek, L Eckstein - Applied Soft Computing, 2021 - Elsevier
Anthropometry is a science concerning human body dimension measurements and
proportions that is widely applied in multiple disciplines, particularly in apparel and “human …

Associate design of fashion sketch and pattern

K Liu, X Zeng, X Tao, P Bruniaux - IEEE Access, 2019 - ieeexplore.ieee.org
Currently, the work of pattern making and fashion sketch drawing is done by designers and
pattern makers, respectively. The development of satisfactory garment products requires …

Parametric design of garment flat based on body dimension

K Liu, X Zeng, J Wang, X Tao, J Xu, X Jiang… - International Journal of …, 2018 - Elsevier
Garment flats have a wide application in product development production and designing
stages. However, the traditional drawing methods of garment flat are very time-consuming …