• DOI:10.1609/aaai.v33i01.33015853
Corpus ID: 70267731

SADIH: Semantic-Aware DIscrete Hashing

@article{Zhang2019SADIHSD,
  title={SADIH: Semantic-Aware DIscrete Hashing},
  author={Z. Zhang and Guo-Sen Xie and Y. Li and Sheng Li and Zi Huang},
  journal={ArXiv},
  year={2019},
  volume={abs/1904.01739}
}

Z. Zhang, Guo-Sen Xie, +2 authors Zi Huang

Published 2019

Computer Science

ArXiv

Due to its low storage cost and fast query speed, hashing has been recognized to accomplish similarity search in large-scale multimedia retrieval applications. Particularly supervised hashing has recently received considerable research attention by leveraging the label information to preserve the pairwise similarities of data points in the Hamming space. However, there still remain two crucial bottlenecks: 1) the learning process of the full pairwise similarity preservation is computationally… CONTINUE READING

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