• DOI:10.1609/AAAI.V34I07.6920
Corpus ID: 208310245

Online Hashing with Efficient Updating of Binary Codes

@article{Weng2020OnlineHW,
  title={Online Hashing with Efficient Updating of Binary Codes},
  author={Zhenyu Weng and Yue-sheng Zhu},
  journal={ArXiv},
  year={2020},
  volume={abs/1911.12125}
}

• Zhenyu Weng, Yue-sheng Zhu
• Published 2020
• Computer Science
• ArXiv

Online hashing methods are efficient in learning the hash functions from the streaming data. However, when the hash functions change, the binary codes for the database have to be recomputed to guarantee the retrieval accuracy. Recomputing the binary codes by accumulating the whole database brings a timeliness challenge to the online retrieval process. In this paper, we propose a novel online hashing framework to update the binary codes efficiently without accumulating the whole database. In our… Expand

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