Deep parameter-free attention hashing for image retrieval

Abstract Deep hashing method is widely applied in the field of image retrieval because of its advantages of low storage consumption and fast retrieval speed. There is a defect of insufficiency feature extraction when existing deep hashing method uses the convolutional neural network (CNN) to extract...

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Bibliographic Details
Main Authors: Wenjing Yang, Liejun Wang, Shuli Cheng
Format: Article
Language:English
Published: Nature Portfolio 2022-04-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-11217-5