My guess would be that they trained an autoencoder network for facial recognition and they use the encoder part for fingerprinting and check images by the decod

My guess would be that they trained an autoencoder network for facial recognition and they use the encoder part for fingerprinting and check images by the decoder part. https://en.wikipedia.org/wiki/Autoencoder https://en.wikipedia.org/wiki/Autoencoder