The definition of the size chart is an extremely significant aspect for companies in the textile sector, with the aim of maximizing profits and minimizing waste. The aim of this article is to carry out a literature review on clothing sizing systems based on artificial intelligence techniques with a sustainable perspective. The most pertinent documents were identified and selected using the PRISMA methodology, then studied and cataloged based on different dimensions such as the document year, the approach used, the presence of an algorithm, a size chart and an anthropometric database and its related population, the gender, the category. The keywords of the documents were identified and their correlations were studied mainly using the VOSviewer software. Finally, a conceptual cyclic framework was presented as a future research development.
Literature overview on AI-based garment sizing systems under a sustainable perspective
Chiurco A.;D'Augusta V.;Longo F.
;Solina V.
2023-01-01
Abstract
The definition of the size chart is an extremely significant aspect for companies in the textile sector, with the aim of maximizing profits and minimizing waste. The aim of this article is to carry out a literature review on clothing sizing systems based on artificial intelligence techniques with a sustainable perspective. The most pertinent documents were identified and selected using the PRISMA methodology, then studied and cataloged based on different dimensions such as the document year, the approach used, the presence of an algorithm, a size chart and an anthropometric database and its related population, the gender, the category. The keywords of the documents were identified and their correlations were studied mainly using the VOSviewer software. Finally, a conceptual cyclic framework was presented as a future research development.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
