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The problem that I was having here, was that I have not saved the vocabulary. So I have not load any vocabulary, so the matcher was not letting any feature/descriptor to pass it. I was getting an empty set of descriptors ant that was the reason of the error. After I have added the vocabulary, everything worked well.
