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Home / Proceedings / Proceedings of the AAAI Conference on Artificial Intelligence, 35 / No. 18: AAAI-21 Student Papers and Demonstrations

Fashion Focus: Multi-modal Retrieval System for Video Commodity Localization in E-commerce

February 1, 2023

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Authors

Yanhao Zhang

Alibaba Group


Qiang Wang

Alibaba Group


Pan Pan

Alibaba Group


Yun Zheng

Alibaba Group


Cheng Da

Alibaba Group


Siyang Sun

Alibaba Group


Yinghui Xu

Alibaba Group


DOI:

10.1609/aaai.v35i18.18033


Abstract:

Nowadays, live-stream and short video shopping in E-commerce have grown exponentially. However, the sellers are required to manually match images of the selling products to the timestamp of exhibition in the untrimmed video, resulting in a complicated process. To solve the problem, we present an innovative demonstration of multi-modal retrieval system called ``Fashion Focus'', which enables to exactly localize the product images in the online video as the focuses. Different modality contributes to the community localization, including visual content, linguistic features and interaction context are jointly investigated via presented multi-modal learning. Our system employs two procedures for analysis, including video content structuring and multi-modal retrieval, to automatically achieve accurate video-to-shop matching. Fashion Focus presents a unified framework that can orientate the consumers towards relevant product exhibitions during watching videos and help the sellers to effectively deliver the products over search and recommendation.

Topics: AAAI

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HOW TO CITE:

Yanhao Zhang||Qiang Wang||Pan Pan||Yun Zheng||Cheng Da||Siyang Sun||Yinghui Xu Fashion Focus: Multi-modal Retrieval System for Video Commodity Localization in E-commerce Proceedings of the AAAI Conference on Artificial Intelligence (2021) 16127-16128.

Yanhao Zhang||Qiang Wang||Pan Pan||Yun Zheng||Cheng Da||Siyang Sun||Yinghui Xu Fashion Focus: Multi-modal Retrieval System for Video Commodity Localization in E-commerce AAAI 2021, 16127-16128.

Yanhao Zhang||Qiang Wang||Pan Pan||Yun Zheng||Cheng Da||Siyang Sun||Yinghui Xu (2021). Fashion Focus: Multi-modal Retrieval System for Video Commodity Localization in E-commerce. Proceedings of the AAAI Conference on Artificial Intelligence, 16127-16128.

Yanhao Zhang||Qiang Wang||Pan Pan||Yun Zheng||Cheng Da||Siyang Sun||Yinghui Xu. Fashion Focus: Multi-modal Retrieval System for Video Commodity Localization in E-commerce. Proceedings of the AAAI Conference on Artificial Intelligence 2021 p.16127-16128.

Yanhao Zhang||Qiang Wang||Pan Pan||Yun Zheng||Cheng Da||Siyang Sun||Yinghui Xu. 2021. Fashion Focus: Multi-modal Retrieval System for Video Commodity Localization in E-commerce. "Proceedings of the AAAI Conference on Artificial Intelligence". 16127-16128.

Yanhao Zhang||Qiang Wang||Pan Pan||Yun Zheng||Cheng Da||Siyang Sun||Yinghui Xu. (2021) "Fashion Focus: Multi-modal Retrieval System for Video Commodity Localization in E-commerce", Proceedings of the AAAI Conference on Artificial Intelligence, p.16127-16128

Yanhao Zhang||Qiang Wang||Pan Pan||Yun Zheng||Cheng Da||Siyang Sun||Yinghui Xu, "Fashion Focus: Multi-modal Retrieval System for Video Commodity Localization in E-commerce", AAAI, p.16127-16128, 2021.

Yanhao Zhang||Qiang Wang||Pan Pan||Yun Zheng||Cheng Da||Siyang Sun||Yinghui Xu. "Fashion Focus: Multi-modal Retrieval System for Video Commodity Localization in E-commerce". Proceedings of the AAAI Conference on Artificial Intelligence, 2021, p.16127-16128.

Yanhao Zhang||Qiang Wang||Pan Pan||Yun Zheng||Cheng Da||Siyang Sun||Yinghui Xu. "Fashion Focus: Multi-modal Retrieval System for Video Commodity Localization in E-commerce". Proceedings of the AAAI Conference on Artificial Intelligence, (2021): 16127-16128.

Yanhao Zhang||Qiang Wang||Pan Pan||Yun Zheng||Cheng Da||Siyang Sun||Yinghui Xu. Fashion Focus: Multi-modal Retrieval System for Video Commodity Localization in E-commerce. AAAI[Internet]. 2021[cited 2023]; 16127-16128.


ISSN: 2374-3468


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