Data-Driven Simulation for Production Balancing and Optimization: A Case Study in the Fashion Luxury Industry

Nunziatini, Andrea; Fani, Virginia; Bindi, Bianca; Bandinelli, Romeo; Tucci, Mario

doi:10.1109/wsc57314.2022.10015439

“…As an essential aspect of daily life, fashion can be regarded as a mirror that implicitly reflects people's attitudes. Fashion analysis based on the use of AI has successfully increased the economic benefits of the fashion industry [6]. Fashion intelligence focuses on the application of AI to the fashion industry; in particular, computer vision technologies such as object detection, object analysis, image retrieval, image generation, etc., are leveraged to improve the efficiency of practitioners in the fashion industry and to enhance the consumer's shopping experience.…”

Section: Fashion Intelligencementioning

confidence: 99%

Fashion Intelligence in the Metaverse: Promise and Future Prospects

Mu

¹

,

Zhang

²

,

Shi

³

et al. 2023

Preprint

1

0

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With the development of artificial intelligence (AI) and the constraints on offline activities imposed due to the sudden outbreak of the COVID epidemic, the Metaverse has recently attracted significant research attention from both academia and industrial practitioners. Fashion, as an expression of a consumer’s aesthetics and personality, has enormous economic potential in both the real world and the Metaverse. In this research, we provide a comprehensive survey of two of the most important components of fashion in the Metaverse: virtual digital humans, and tasks related to fashion items. We survey state-of-the-art articles from 2007 to the present and provide a new taxonomy of extant research topics based on these articles. We also highlight the applications of these topics in the Metaverse from the perspectives of designers and consumers. Finally, we describe possible scenes involving fashion in the Metaverse. The current challenges and open issues related to the fashion industry in the Metaverse are also discussed in order to provide guidance for fashion practitioners, and to shed some light on the future development of fashion AI in the Metaverse.

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Fashion intelligence in the Metaverse: promise and future prospects

Mu,

Zhang,

Shi

et al. 2024

Artif Intell Rev

2

0

View full text Add to dashboard Cite

With the development of artificial intelligence (AI) and the constraints on offline activities imposed due to the sudden outbreak of the COVID epidemic, the Metaverse has recently attracted significant research attention from both academia and industrial practitioners. Fashion, as an expression of a consumer’s aesthetics and personality, has enormous economic potential in both the real world and the Metaverse. In this research, we provide a comprehensive survey of two of the most important components of fashion in the Metaverse: virtual digital humans, and tasks related to fashion items. We survey state-of-the-art articles from 2007 to the present and provide a new taxonomy of extant research topics based on these articles. We also highlight the applications of these topics in the Metaverse from the perspectives of designers and consumers. Finally, we describe possible scenes involving fashion in the Metaverse. The current challenges and open issues related to the fashion industry in the Metaverse are also discussed in order to provide guidance for fashion practitioners, and to shed some light on the future development of fashion AI in the Metaverse.

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