Browsing Electrical Engineering by Subject "Large-scale datasets"
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Joint K-Means quantization for Approximate Nearest Neighbor Search
( 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
( 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 ...