Granularity-aware and Semantic Aggregation Based Image-Text Retrieval Network

Granularity-aware and Semantic Aggregation Based Image-Text Retrieval Network

Image-text retrieval is a basic task in visual-language domain,which aims at mining the relationships between different modalities.However,most existing approaches rely heavily on associating specific regions of an image with each word in a sentence with similar semantics and underappreciate the sig...

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Bibliographic Details
Main Author: MIAO Lan-xin, LEI Yu, ZENG Peng-peng, LI Xiao-yu, SONG Jing-kuan
Format: Article
Language:zho
Published: Editorial office of Computer Science 2022-11-01
Series:Jisuanji kexue
Subjects:
image-text matching|cross-model retrieval|feature extraction|semantic aggregation|multi-granularity information extraction
Online Access:https://www.jsjkx.com/fileup/1002-137X/PDF/1002-137X-2022-49-11-134.pdf

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https://www.jsjkx.com/fileup/1002-137X/PDF/1002-137X-2022-49-11-134.pdf

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