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In Matching, the distance calculation is the same as that in Duplication Check.
A client can perform a duplication check only for the files marked with matching privileges.
Here, "Duplication Check" techniques described in "SIFT feature matching" are used.
We refer to the former matching as "Duplication Check" and the latter as "Matching".
In Duplication Check, SIFT features are extracted from an image, and then, the local feature regions are generated.
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Validation includes running duplication checks for each of the profiles to ensure there are not more than one Aadhar number for the same person.
In addition, we deliberately avoid reporting the same pair multiple times by duplication checking.
Using deliberate duplication checks, the number of edit distance calculations is reduced as much as possible.
Duplication checks will ensure that eligible participants are not invited to the BEEP trial more than once.
De-duplication: Check that the Courtney Smith record does not appear multiple times in different ways (say as C. Smith or Courtney E. Smith).
The best of the biometric databases in the world have a single de-duplication check, to ensure that every person is identified and tagged only once.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com