Deep Hashing Network for Efficient Similarity Retrieval

@inproceedings{Zhu2016DeepHN,
  title={Deep Hashing Network for Efficient Similarity Retrieval},
  author={Han Zhu and Mingsheng Long and Jianmin Wang and Yue Cao},
  booktitle={AAAI},
  year={2016}
}
Due to the storage and retrieval efficiency, hashing has been widely deployed to approximate nearest neighbor search for large-scale multimedia retrieval. Supervised hashing, which improves the quality of hash coding by exploiting the semantic similarity on data pairs, has received increasing attention recently. For most existing supervised hashing methods for image retrieval, an image is first represented as a vector of hand-crafted or machine-learned features, followed by another separate… CONTINUE READING
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