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 …

Smart fashion: a review of AI applications in the Fashion & Apparel Industry

SO Mohammadi, A Kalhor - arxiv preprint arxiv:2111.00905, 2021 - arxiv.org
The fashion industry is on the verge of an unprecedented change. The implementation of
machine learning, computer vision, and artificial intelligence (AI) in fashion applications is …

Fashion analysis and understanding with artificial intelligence

X Gu, F Gao, M Tan, P Peng - Information Processing & Management, 2020 - Elsevier
As handling fashion big data with Artificial Intelligence (AI) has become exciting challenges
for computer scientists, fashion studies have received increasing attention in computer …

Trip outfits advisor: Location-oriented clothing recommendation

X Zhang, J Jia, K Gao, Y Zhang… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
When packing for a journey, have you ever asked “what clothes should I take with me?”
Wearing appropriate and aesthetically pleasing clothing when traveling is a concern for …

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 …

Study of AI-Driven Fashion Recommender Systems

S Shirkhani, H Mokayed, R Saini, HY Chai - SN Computer Science, 2023 - Springer
The rising diversity, volume, and pace of fashion manufacturing pose a considerable
challenge in the fashion industry, making it difficult for customers to pick which product to …

A review of design intelligence: progress, problems, and challenges

Y Tang, J Huang, M Yao, J Wei, W Li, Y He… - Frontiers of Information …, 2019 - Springer
Abstract Design intelligence is an important branch of artificial intelligence (AI), focusing on
the intelligent models and algorithms in creativity and design. In the context of AI 2.0, studies …

Combo-fashion: Fashion clothes matching CTR prediction with item history

C Zhu, P Du, W Zhang, Y Yu, Y Cao - Proceedings of the 28th ACM …, 2022 - dl.acm.org
As one of the fundamental trends for future development of recommender systems, Fashion
Clothes Matching Recommendation for click-through rate (CTR) prediction has become an …

Towards better understanding the clothing fashion styles: A multimodal deep learning approach

Y Ma, J Jia, S Zhou, J Fu, Y Liu, Z Tong - Proceedings of the AAAI …, 2017 - ojs.aaai.org
In this paper, we aim to better understand the clothing fashion styles. There remain two
challenges for us: 1) how to quantitatively describe the fashion styles of various clothing, 2) …

Fashion world map: Understanding cities through streetwear fashion

YT Chang, WH Cheng, B Wu, KL Hua - Proceedings of the 25th ACM …, 2017 - dl.acm.org
Fashion is an integral part of life. Streets as a social center for people's interaction become
the most important public stage to showcase the fashion culture of a metropolitan area. In …