Toward fashion intelligence in the big data era: State-of-the-art and future prospects

L Liu, H Zhang, D Zhou, J Shi - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Fashion, as a popular aesthetic expression, is often conveyed in a specific context, in
particular in clothing, footwear, and accessories. Attributed to its enormous economic …

Parsing Objects at a Finer Granularity: A Survey

Y Zhao, J Li, Y Tian - Machine Intelligence Research, 2024 - Springer
Fine-grained visual parsing, including fine-grained part segmentation and fine-grained
object recognition, has attracted considerable critical attention due to its importance in many …

fashion after fashion: A report of ai in fashion

X Zou, W Wong - arXiv preprint arXiv:2105.03050, 2021 - arxiv.org
In this independent report fAshIon after fashion, we examine the development of fAshIon
(artificial intelligence (AI) in fashion) and explore its potentiality to become a major disruptor …

Fashion intelligence in the Metaverse: promise and future prospects

X Mu, H Zhang, J Shi, J Hou, J Ma, Y Yang - Artificial Intelligence Review, 2024 - Springer
With the development of artificial intelligence (AI) and the constraints on offline activities
imposed due to the sudden outbreak of the COVID epidemic, the Metaverse has recently …

[HTML][HTML] MVSN: A multi-view stack network for human parsing

Z Su, M Chen, E Huang, G Lin, F Zhou - Neurocomputing, 2021 - Elsevier
The human parsing task is dedicated to allocating pixel-level fine-grained semantic labels.
However, recent solutions are limited to fully utilize the prior information (poses and edges) …

Pose-guided hierarchical semantic decomposition and composition for human parsing

B Yang, C Yu, JG Yu, C Gao… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Human parsing is a fine-grained semantic segmentation task, which needs to understand
human semantic parts. Most existing methods model human parsing as a general semantic …

Clothing and people-a social signal processing perspective

M Aghaei, F Parezzan, M Dimiccoli… - 2017 12th IEEE …, 2017 - ieeexplore.ieee.org
In our society and century, clothing is not anymore used only as a means for body protection.
Our paper builds upon the evidence, studied within the social sciences, that clothing brings …

A Universal Decoupled Training Framework for Human Parsing

Y Li, H Zuo, P Han - Sensors, 2022 - mdpi.com
Human parsing is an important technology in human–robot interaction systems. At present,
the distribution of multi-category human parsing datasets is unbalanced, and the samples …

[HTML][HTML] Learning rebalanced human parsing model from imbalanced datasets

E Huang, Z Su, F Zhou, R Wang - Image and Vision Computing, 2020 - Elsevier
Research on human parsing methods has attracted increasing attention in a wide range of
applications. However, dataset imbalance is still a challenging problem in this task, which …

Conditional progressive network for clothing parsing

Z Su, J Guo, G Zhang, X Luo, R Wang… - IET Image …, 2019 - Wiley Online Library
Clothing parsing is significant to many clothing applications. Recently, a lot of clothing
parsing methods have been presented, which explore the innovation of the parsing pipeline …