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pyflann

Research NN searching method FLANN

Compule flann by yourself

  1. download source code
  2. make sure install the following packages: cmake libhdf5-dev libgtest-dev :这个库最好是自己下载只有进行自己编译,这个编译过程比较好 mpi 和mp等库
  3. update CMakeList.txt for example: I haven't install matlab in my machine and I set the Matlab bind from ON to OFF.
  4. cmake ..
    sudo make all NOTE: make process may have a long time in virtul machine, and the process may be halt in somewhere, please wait... sudo make install

FLANN库

Flann 参考手册 Muja, M., & Lowe, D. G. (2014). Scalable nearest neighbor algorithms for high dimensional data. IEEE Transactions on Pattern Analysis & Machine Intelligence, 36(11), 2227-2240. FLANN库全称是Fast Library for Approximate Nearest Neighbors,它是目前最完整的(近似)最近邻开源库。不但实现了一系列查找算法,还包含了一种自动选取最快算法的机制。

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Research NN searching method FLANN

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