Simplified Anchor Point Method for Fast Nearest Neighbor Search Algorithm

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Other Title
  • 単純化アンカーポイント法による最近傍探索アルゴリズム

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Description

Huang et al. proposed a fast nearest algorithm in which, based on the triangle inequality, candidate codewords are examined using inter-codeword distance table. Their method requires a large distance table propotional to N(N-1)/2, where N denotes codebook size. Ramasubramanian et al. proposed the anchor point method that improves the memory complexity of Huang's method. This paper propose a simplified anchor point method in order to reduce the overhead of candidate selection, thus computational complexity, in Ramasubramanian's anchor point method.

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Details 詳細情報について

  • CRID
    1571698602307547392
  • NII Article ID
    110003197943
  • NII Book ID
    AN10013094
  • Text Lang
    ja
  • Data Source
    • CiNii Articles

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