Browsing Electrical Engineering by Subject "Large-scale datasets"

Now showing items 1-2 of 2

    • 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 ...

    • K-Subspaces Quantization for Approximate Nearest Neighbor Search 

      Ozan E.C.; Kiranyaz, Mustafa Serkan; Gabbouj M. ( IEEE Computer Society , 2016 , Article)
      Approximate Nearest Neighbor (ANN) search has become a popular approach for performing fast and efficient retrieval on very large-scale datasets in recent years, as the size and dimension of data grow continuously. In this ...