aliizadi / Person-Recognition

Implementation of Person Recognition System as Person Attendance Tracker, my bachelor thesis

Person Recognition

Designed and implemented Person Recognition System as Person Attendance Tracker using face recognition methods to track and record person’s identities in the videos captured from security cameras. Achieved more than 90% tracking and recognition accuracy in non-occluded and more than 80% in occluded areas

Dataset:

chokepoint dataset

Results:

Tested on 6 sequences of trackings and results in terms of tracking and recognition accuracy.

tracking accuracy = 100%, recognition accuracy = 96%

tracking accuracy = 100%, recognition accuracy = 96%

tracking accuracy = 100%, recognition accuracy = 80%

tracking accuracy = 100%, recognition accuracy = 91%

tracking accuracy = 100%, recognition accuracy = 76%

tracking accuracy = 84%, recognition accuracy = 76%