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 …

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 …

Multi-queue Momentum Contrast for Microvideo-Product Retrieval

Y Du, Y Wei, W Ji, F Liu, X Luo, L Nie - … on Web Search and Data Mining, 2023 - dl.acm.org
The booming development and huge market of micro-videos bring new e-commerce
channels for merchants. Currently, more micro-video publishers prefer to embed relevant …

Methods and advancement of content-based fashion image retrieval: A Review

AM Shoib, J Summaira, C Wang, A Jabbar - arXiv preprint arXiv …, 2023 - arxiv.org
Content-based fashion image retrieval (CBFIR) has been widely used in our daily life for
searching fashion images or items from online platforms. In e-commerce purchasing, the …

FiCo-ITR: bridging fine-grained and coarse-grained image-text retrieval for comparative performance analysis

M Williams-Lekuona, G Cosma - arXiv preprint arXiv:2407.20114, 2024 - arxiv.org
In the field of Image-Text Retrieval (ITR), recent advancements have leveraged large-scale
Vision-Language Pretraining (VLP) for Fine-Grained (FG) instance-level retrieval, achieving …

Video Based Fashion Recommendation System

K Mukherjee, K Parkavi - 2023 14th International Conference …, 2023 - ieeexplore.ieee.org
The fashion industry has grown incredibly over the years giving rise to a number of varied
styles. This growth in the variety has also led to a change in the choices of the customers …

VideoDiscovery: An Automatic Short-Video Generation System for E-commerce Live-streaming

Y Zhang, Q Wang, Y Zheng, P Pan, Y Xu - Proceedings of the 29th ACM …, 2021 - dl.acm.org
We demonstrate an end-to-end intelligent system of short-video generation for live-
streaming, namely" VideoDiscovery'', which aims to automatically produce batches of high …

FastClip: An Efficient Video Understanding System with Heterogeneous Computing and Coarse-to-fine Processing

L Zhao, S Sun, Y Zhang, Y Zheng, P Pan - Companion Proceedings of …, 2022 - dl.acm.org
Recently, video medias are exponentially growing in many areas such as E-commerce
shopping and gaming. Understanding the video contents is critical for real-world …

Multimodal learning for quality of experience in video-to-retail applications: algorithms and deployment

H Zhang - 2022 - dr.ntu.edu.sg
Multimedia content has dominated the Internet, fueled by an unprecedented number of
multimedia applications. Among them, a kind of emerging application, termed Video-to …