Fine-grained similarity semantic preserving deep hashing for cross-modal retrieval

Cross-modal hashing methods have received wide attention in cross-modal retrieval owing to their advantages in computational efficiency and storage cost. However, most existing deep cross-modal hashing methods cannot employ both intra-modal and inter-modal similarities to guide the learning of hash...

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Principais autores:	Guoyou Li, Qingjun Peng, Dexu Zou, Jinyue Yang, Zhenqiu Shu
פורמט:	Artigo
שפה:	Inglês
יצא לאור:	Frontiers Media S.A. 2023-04-01
סדרה:	Frontiers in Physics
נושאים:	cross-modal fusion similarity semantic preserving quantization loss deep hashing intra-modal similarity inter-modal similarity
גישה מקוונת:	https://www.frontiersin.org/articles/10.3389/fphy.2023.1194573/full
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