Cross-modal Retrieval Combining Deep Canonical Correlation Analysis and Adversarial Learning

Cross-modal Retrieval Combining Deep Canonical Correlation Analysis and Adversarial Learning

This paper proposes a cross-modal retrieval method (DCCA-ACMR) that integrates deep canonical correlation analysis and adversarial learning.The method can improve the utilization rate of unlabeled samples,learn more powerful feature projection models,and improve the accuracy of cross-modal retrieval...

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Bibliographic Details
Main Author: LIU Li-bo, GOU Ting-ting
Format: Article
Language:zho
Published: Editorial office of Computer Science 2021-09-01
Series:Jisuanji kexue
Subjects:
cross-modal retrieval|deep canonical analysis|adversarial learning|deep convolution generative adversarial network
Online Access:http://www.jsjkx.com/fileup/1002-137X/PDF/1002-137X-2021-9-200.pdf

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http://www.jsjkx.com/fileup/1002-137X/PDF/1002-137X-2021-9-200.pdf

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