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Fashion meets computer vision: A survey
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 …
largest industries. Fashion, mainly conveyed by vision, has thus attracted much attention …
Artificial intelligence in business-to-customer fashion retail: A literature review
Many industries, including healthcare, banking, the auto industry, education, and retail, have
already undergone significant changes because of artificial intelligence (AI). Business-to …
already undergone significant changes because of artificial intelligence (AI). Business-to …
Effective conditioned and composed image retrieval combining clip-based features
Conditioned and composed image retrieval extend CBIR systems by combining a query
image with an additional text that expresses the intent of the user, describing additional …
image with an additional text that expresses the intent of the user, describing additional …
Similarity reasoning and filtration for image-text matching
Image-text matching plays a critical role in bridging the vision and language, and great
progress has been made by exploiting the global alignment between image and sentence …
progress has been made by exploiting the global alignment between image and sentence …
Learning with noisy correspondence for cross-modal matching
Cross-modal matching, which aims to establish the correspondence between two different
modalities, is fundamental to a variety of tasks such as cross-modal retrieval and vision-and …
modalities, is fundamental to a variety of tasks such as cross-modal retrieval and vision-and …
Product1m: Towards weakly supervised instance-level product retrieval via cross-modal pretraining
Nowadays, customer's demands for E-commerce are more diversified, which introduces
more complications to the product retrieval industry. Previous methods are either subject to …
more complications to the product retrieval industry. Previous methods are either subject to …
Unifying knowledge iterative dissemination and relational reconstruction network for image–text matching
Image–text matching is a crucial branch in multimedia retrieval which relies on learning inter-
modal correspondences. Most existing methods focus on global or local correspondence …
modal correspondences. Most existing methods focus on global or local correspondence …
Plug-and-play regulators for image-text matching
Exploiting fine-grained correspondence and visual-semantic alignments has shown great
potential in image-text matching. Generally, recent approaches first employ a cross-modal …
potential in image-text matching. Generally, recent approaches first employ a cross-modal …
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 customers to pick which product to …
challenge in the fashion industry, making it difficult for customers to pick which product to …
Toward fashion intelligence in the big data era: State-of-the-art and future prospects
Fashion, as a popular aesthetic expression, is often conveyed in a specific context, in
particular in clothing, footwear, and accessories. Attributed to its enormous economic …
particular in clothing, footwear, and accessories. Attributed to its enormous economic …