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 …

Towards a visual privacy advisor: Understanding and predicting privacy risks in images

T Orekondy, B Schiele, M Fritz - Proceedings of the IEEE …, 2017 - openaccess.thecvf.com
With an increasing number of users sharing information online, privacy implications entailing
such actions are a major concern. For explicit content, such as user profile or GPS data …

Retrieving similar styles to parse clothing

K Yamaguchi, MH Kiapour, LE Ortiz… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
Clothing recognition is a societally and commercially important yet extremely challenging
problem due to large variations in clothing appearance, layering, style, and body shape and …

A domain based approach to social relation recognition

Q Sun, B Schiele, M Fritz - Proceedings of the IEEE …, 2017 - openaccess.thecvf.com
Social relations are the foundation of human daily life. Developing techniques to analyze
such relations from visual data bears great potential to build machines that better …

Runway to realway: Visual analysis of fashion

S Vittayakorn, K Yamaguchi, AC Berg… - 2015 IEEE Winter …, 2015 - ieeexplore.ieee.org
Clothing and fashion are an integral part of our everyday lives. In this paper we present an
approach to studying fashion both on the runway and in more real-world settings …

Connecting pixels to privacy and utility: Automatic redaction of private information in images

T Orekondy, M Fritz, B Schiele - Proceedings of the IEEE …, 2018 - openaccess.thecvf.com
Images convey a broad spectrum of personal information. If such images are shared on
social media platforms, this personal information is leaked which conflicts with the privacy of …

Graph-based social relation reasoning

W Li, Y Duan, J Lu, J Feng, J Zhou - European conference on computer …, 2020 - Springer
Human beings are fundamentally sociable—that we generally organize our social lives in
terms of relations with other people. Understanding social relations from an image has great …

Unified photo enhancement by discovering aesthetic communities from flickr

R Hong, L Zhang, D Tao - IEEE transactions on Image …, 2016 - ieeexplore.ieee.org
Photo enhancement refers to the process of increasing the aesthetic appeal of a photo, such
as changing the photo aspect ratio and spatial recomposition. It is a widely used technique …

Predicting fashion trend using runway images: application of logistic regression in trend forecasting

S Chakraborty, SMA Hoque… - International Journal of …, 2020 - Taylor & Francis
Trend forecasting is a challenging job and needs precise prediction based on colour,
pattern, and style. Nowadays, researchers are applying machine learning and predictive …

Fashion meets AI technology

X Zou, WK Wong, D Mo - Artificial Intelligence on Fashion and Textiles …, 2019 - Springer
With the development of Artificial Intelligence (AI) technology, extensive research efforts
have been devoted to the cross-disciplinary area of fashion and AI. This paper reviews …