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 …

AI assisted fashion design: A review

Z Guo, Z Zhu, Y Li, S Cao, H Chen, G Wang - IEEE Access, 2023 - ieeexplore.ieee.org
This review explores the integration of enhanced personalization and seamless multimodal
interfaces in the field of fashion design and recommendation. We examine the increasing …

Towards photo-realistic virtual try-on by adaptively generating-preserving image content

H Yang, R Zhang, X Guo, W Liu… - Proceedings of the …, 2020 - openaccess.thecvf.com
Image visual try-on aims at transferring a target clothes image onto a reference person, and
has become a hot topic in recent years. Prior arts usually focus on preserving the character …

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 …

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 …

An improved landmark-driven and spatial–channel attentive convolutional neural network for fashion clothes classification

M Sha**i, A Ramanan - The Visual Computer, 2021 - Springer
Fashion clothes classification encompasses spotting and identifying items of clothing in an
image. This area of research has involved using deep neural networks to make an impact in …

A knowledge-sharing semi-supervised approach for fashion clothes classification and attribute prediction

M Sha**i, A Ramanan - The Visual Computer, 2022 - Springer
Fashion is a form of self-expression that permits us to manifest our personality and identity
with more confidence. Visual fashion clothing analysis has attracted researchers who have …

Multiple-clothing detection and fashion landmark estimation using a single-stage detector

HJ Kim, DH Lee, A Niaz, CY Kim, AA Memon… - IEEE …, 2021 - ieeexplore.ieee.org
Fashion image analysis has attracted significant research attention owing to the availability
of large-scale fashion datasets with rich annotations. However, existing deep learning …

You can try without visiting: a comprehensive survey on virtually try-on outfits

H Ghodhbani, M Neji, I Razzak, AM Alimi - Multimedia Tools and …, 2022 - Springer
Since the last years and until now, technology has made fast progress for many industries, in
particularly, garment industry which aims to follow consumer desires and demands. One of …

Fashion sub-categories and attributes prediction model using deep learning

MS Amin, C Wang, S Jabeen - The Visual Computer, 2023 - Springer
The fashion clothing and items classification is challenging to incorporate category/sub-
category classification and attributes prediction for numerous fashion items into a compact …