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Anchor Graph Structure Fusion Hashing for Cross-Modal Similarity Search. (arXiv:2202.04327v1 [cs.CV])
Feb. 10, 2022, 2:10 a.m. | Lu Wang, Jie Yang, Masoumeh Zareapoor, Zhonglong Zheng
cs.CV updates on arXiv.org arxiv.org
Cross-modal hashing still has some challenges needed to address: (1) most
existing CMH methods take graphs as input to model data distribution. These
methods omit to consider the correlation of graph structure among multiple
modalities; (2) most existing CMH methods ignores considering the fusion
affinity among multi-modalities data; (3) most existing CMH methods relax the
discrete constraints to solve the optimization objective, significantly
degrading the retrieval performance. To solve the above limitations, we propose
a novel Anchor Graph Structure Fusion …
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