Why dont you do a mapping matrix. After the re-identification you map
the ID from NITE to your label for every frame.
>>> So after restarting the computer this ID should remain
1) Learn a model of your face (HOG) and label it.
2) save the model and the label.
3) re-identification - Now you have your label and the tracking ID.
5) check the reliability of the recognition every n frames, in case of
tracking confusions the label is confused as well.
4) hold the pair until the person is lost.
Cheers.