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What is the most efficient SIFT implementation?

So far, I know three implementations of the SIFT detector/descriptor:

  1. OpenCV
  2. VLFeat
  3. OpenSift

What is the most efficient implementation? What is the most accurate? If you know any better implementation, please post it.

Since all these implementations are single thread, I want to parallelize them (probably using OpenMP).