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To track someone through a crowd, you don't necessarily need continuous facial recognition. You can tag the identity to a person once using facial recognition or other means (credit card or ATM use if you have that data), and then revert to a more basic motion tracking system to follow them around.

I don't know much continuous object tracking across multiple cameras, but I highly doubt it's a difficult problem as long as the cameras have some overlap.




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