Fashion meets computer vision: A survey

WH Cheng, S Song, CY Chen, SC Hidayati… - ACM Computing Surveys …, 2021 - dl.acm.org
Fashion is the way we present ourselves to the world and has become one of the world's
largest industries. Fashion, mainly conveyed by vision, has thus attracted much attention …

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 …

Video2shop: Exact matching clothes in videos to online shop** images

ZQ Cheng, X Wu, Y Liu, XS Hua - Proceedings of the IEEE …, 2017 - openaccess.thecvf.com
In recent years, both online retail and video hosting service have been exponentially grown.
In this paper, a novel deep neural network, called AsymNet, is proposed to explore a new …

Deep learning approaches for fashion knowledge extraction from social media: a review

M Mameli, M Paolanti, R Pietrini, G Pazzaglia… - Ieee …, 2021 - ieeexplore.ieee.org
Fashion knowledge encourages people to properly dress and faces not only physiological
necessity of users, but also the requirement of social practices and activities. It usually …

Deep relative attributes

X Yang, T Zhang, C Xu, S Yan… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
Relative attribute (RA) learning aims to learn the ranking function describing the relative
strength of the attribute. Most of current learning approaches learn a linear ranking function …

Rapid clothing retrieval via deep learning of binary codes and hierarchical search

K Lin, HF Yang, KH Liu, JH Hsiao… - Proceedings of the 5th …, 2015 - dl.acm.org
This paper deals with the problem of clothing retrieval in a recommendation system. We
develop a hierarchical deep search framework to tackle this problem. We use a pre-trained …

Machine learning image processing

C Souche, J Yang, A Naressi - US Patent 10,210,178, 2019 - Google Patents
(57) ABSTRACT A machine learning image processing system performs natural language
processing (NLP) and auto-tagging for an image matching process. The system facilitates an …

A survey on fashion image retrieval

SM Islam, S Joardar, AA Sekh* - ACM Computing Surveys, 2024 - dl.acm.org
Fashion is the manner in which we introduce ourselves to the world and has become
perhaps the biggest industry on the planet. In recent years, fashion-related research has …

Generative attribute manipulation scheme for flexible fashion search

X Yang, X Song, X Han, H Wen, J Nie… - Proceedings of the 43rd …, 2020 - dl.acm.org
In this work, we aim to investigate the practical task of flexible fashion search with attribute
manipulation, where users can retrieve the target fashion items by replacing the unwanted …

BangleFIR: bridging the gap in fashion image retrieval with a novel dataset of bangles

SM Islam, S Joardar, AA Sekh - Multimedia Tools and Applications, 2024 - Springer
In this paper, we introduce Bangle Fashion Image Retrieval (BangleFIR), a novel dataset
focusing on bangles within the fashion domain. While garment and footwear retrieval has …