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2013-07-02 21:46:57 -0600 received badge  Supporter (source)
2012-12-20 05:35:46 -0600 answered a question how to use BOW with binary feature

I suggest to extend the BOW framework. Note that the distance between two features is no more in Euclidean space, it must be Hamming distance. So the following idea should work

  • to build visual vocabulary: the visual words are randomly selected among the training binary features.

  • assign a feature to the visual word of smallest Hamming distance.