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How to generate unique face id for detected face from image ?

I am extracting images from the video by interval by 1 second, am able to detect all the faces from the image. Now every after one second new image will be generated and i want to find out the way to distinguish the unique faces across images. so i decided to generate the faceID for each faces detected in one image and will do the same thing for consequence image so at the end i can filter out the data based on faceID.

is there any other idea (except faceID) to solve above problem ?

I would prefer some solution based on OpenCV, EmguCV.