TEHCHNIQUES

The PhD face recognition toolbox contains several useful functions for performing face recognition expriments. It features implementaions of basic linear and non-linear (kernel) subspace projection techniques, Gabor filtering based methods, tools for evaluating the performance of your face recognition systems and several demo scripts, which are in more detail presented below.

 


The DEMO scripts

The PhD face recognition toolbox contains a few demo scripts, which show how to build PCA, LDA, KFA, KPCA, GaborPCA, GaborLDA, GaborKPCA, GaborKFA, PhaseCongruencyPCA, PhaseCongruencyLDA, PhaseCongruencyKPCA and PhaseCongruencyKFA based systems and how to evaluate them on a specific face image database.

List of functions and scripts


Complete list

- install_PhD
- check_PhD_install
- linear_subspace_projection_PhD
- nonlinear_subspace_projection_PhD
- produce_phase_congruency_PhD
- perform_pca_PhD
- perform_kfa_PhD
- perform_lda_PhD
- perform_kpca_PhD
- filter_image_with_Gabor_bank_PhD
- register_face_based_on_eyes
- construct_Gabor_filters_PhD
- compute_kernel_matrix_PhD
- resize_pc_comps_PhD
- plot_ROC_PhD
- plot_EPC_PhD
- plot_CMC_PhD
- produce_ROC_PhD
- produce_EPC_PhD
- produce_CMC_PhD
- evaluate_results_PhD
- return_distance_PhD
- nn_classification_PhD
- face_registration_demo
- construct_Gabors_and_display_bank_demo
- Gabor_filter_face_image_demo
- perform_pca_demo
- perform_lda_demo
- perform_kfa_demo
- perform_kpca_demo
- gabor_KFA_face_recognition_and_evaluation_demo
- gabor_KPCA_face_recognition_and_evaluation_demo
- gabor_LDA_face_recognition_and_evaluation_demo
- gabor_PCA_face_recognition_and_evaluation_demo
- KFA_face_recognition_and_evaluation_demo
- KPCA_face_recognition_and_evaluation_demo
- LDA_face_recognition_and_evaluation_demo
- PCA_face_recognition_and_evaluation_demo
- phase_cogruency_from_image_demo
- phase_congruency_KFA_face_recognition_demo
- phase_congruency_KPCA_face_recognition_demo
- phase_congruency_LDA_face_recognition_demo
- phase_congruency_PCA_face_recognition_demo
- preprocessINFace_gabor_KFA_face_recognition_demo

 

 
by Vitomir Štruc