Sparse descriptors are stored as binary vectors
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kmactavish commented
Sparse descriptors are stored as binary vectors. This makes large vocabularies (100k words) intractable. It also makes FAB-MAP 2.0's computational complexity dependent on vocabulary size. Oxford stores BOW descriptors as lists of indices.