/PCAFace

Primary LanguageMATLAB

PCAFace

Data Preparation

For task 1, AT&T face data is required to be stored in att_faces/ folder.

For task 2, non-face data cifar10 is required to be stored in cifar10/ folder.

Task 1: Eigen Face and Face Reconstruction

Run the script main_dr.m with MATLAB, analytical results are saved in ./output directory.

Task 2: Face Recognition and Verification

Run the script main_cls.m with MATLAB, accuracies of evaluation results will be printed out.

Tasks 3: Bonous Methods

Run the script main_svm.m, main_sae.m, and main_lasso.m, accuracies of evaluation results will be printed out.