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Digital image color analysis method to extract fashion color semantics from artworks
Color in artworks is an inspirational source for fashion designers. Product color is a fundamental design element to stimulate customers' emotional...
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Analysis of Pink Color in Kawaii Fashion
Pink is considered a critical color in Kawaii fashion and is associated with the perception of Kawaii-ness. This study investigates the use of pink...
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iDesigner: making intelligent fashion designs
This paper presents iDesigner , a novel AI-assisted design system tailored to support intelligent fashion designs. Our proposed system aims to assist...
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Fashion intelligence in the Metaverse: promise and future prospects
With the development of artificial intelligence (AI) and the constraints on offline activities imposed due to the sudden outbreak of the COVID...
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Study of AI-Driven Fashion Recommender Systems
The rising diversity, volume, and pace of fashion manufacturing pose a considerable challenge in the fashion industry, making it difficult for...
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Fashion Games, Fashion in Games and Gamification in Fashion. A First Map
Fashion companies have been using different forms of entertainment such as film and television, sport, music, museums, and photography as inspiration...
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Masked Vision-language Transformer in Fashion
We present a masked vision-language transformer (MVLT) for fashion-specific multi-modal representation. Technically, we simply utilize the vision...
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Improving fashion captioning via attribute-based alignment and multi-level language model
Fashion captioning aims to generate detailed and captivating descriptions based on a group of item images. It requires the model to precisely...
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Research on type-aware fashion compatibility prediction based on a hybrid attention mechanism
In recent years, the vigorous development of e-commerce has also greatly promoted the development of the fashion multimedia field. Fashion...
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VR Designer: enhancing fashion showcases through immersive virtual garment fitting
This paper introduces a Virtual Reality (VR) application tailored for fashion designers and retailers, transcending traditional garment design and...
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A single-stage fashion clothing detection using multilevel visual attention
Fashion is defined as a prevailing custom or style of dress, etiquette, and socialising. In recent years, fashion clothing analysis has attracted...
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Fashion item captioning via grid-relation self-attention and gated-enhanced decoder
Fashion Item Captioning aims to describe fine-grained item details according to several image angles, which is an advancement of the conventional...
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An interactive attribute-preserving fashion recommendation with 3D image-based virtual try-on
Online shop** experiences should be simplified by incorporating essential features such as virtual try-on clothing and recommending new items based...
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MCCP: multi-modal fashion compatibility and conditional preference model for personalized clothing recommendation
Personalized clothing recommendation remains challenging due to the richness of fashion item representations, the non-uniqueness of fashion...
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Fashion recommendation based on style and social events
Fashion recommendation is often declined as the task of finding complementary items given a query garment or retrieving outfits that are suitable for...
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Multimodal Quasi-AutoRegression: forecasting the visual popularity of new fashion products
Estimating the preferences of consumers is of utmost importance for the fashion industry as appropriately leveraging this information can be...
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Automated Fashion Clothing Image Labeling System
As interest in fashion clothing has recently increased, the importance of fashion services using deep learning technology is increasing. These...
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DSSN: dual shallow Siamese network for fashion image retrieval
Image retrieval is a way to search similar images from a given query image. The method successfully applied to different fashion image retrieval over...
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Dual attention composition network for fashion image retrieval with attribute manipulation
Due to practical demands and substantial potential benefits, there is growing interest in fashion image retrieval with attribute manipulation. For...
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Introduction to Fashion Technology
Before we can understand how technology is having a significant role in transforming the fashion industry, we need to lay out the foundations of how...