Abstract:
The purpose behind our research is to build a system which can recognize a human face
without help of any human. We have collected two face database which are ORL and Yale.
Both the database contains images of different individuals with different face expression.
We have used 80% images to train and 20% to test our system. We have used PCA as our
feature extraction method and SVM and KNN and our classifier. Our main goal of our
research is to compare with different combination of algorithm to find out which
combination is giving us the best expected result. We have also plan to add some more
algorithm in future and use real time image in our system. This research will helpful to all
platform like security, prevent retail crime, for different apps and for government purposes.
