Browsing Qatar University Institutional Repository by Subject "K - means clustering"

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    • Joint K-Means quantization for Approximate Nearest Neighbor Search 

      Ozan, Ezgi Can; Kiranyaz, Serkan; Gabbouj, Moncef ( Institute of Electrical and Electronics Engineers Inc. , 2016 , Conference Paper)
      Recently, Approximate Nearest Neighbor (ANN) Search has become a very popular approach for similarity search on large-scale datasets. In this paper, we propose a novel vector quantization method for ANN, which introduces ...