├── LICENSE.md ├── PCA_reduction.m ├── README.md ├── compute_HOG.m ├── compute_cell_coordinates.m ├── compute_gradient.m ├── convert2gray.m ├── cross_validate.m ├── dataset └── .gitignore ├── docs ├── PCA_reduction.html ├── alpha.png ├── c++.png ├── c.png ├── compute_HOG.html ├── compute_cell_coordinates.html ├── compute_gradient.html ├── convert2gray.html ├── cross_validate.html ├── demoicon.gif ├── down.png ├── doxysearch.php ├── draw_sliding_window.html ├── fortran.png ├── get_feature_matrix.html ├── get_files.html ├── get_negative_windows.html ├── get_params.html ├── get_pyramid_dimensions.html ├── get_pyramid_hogs.html ├── get_scale_space_pyramid_images.html ├── get_window.html ├── hp.png ├── index.html ├── left.png ├── linux.png ├── m2html.css ├── matlabicon.gif ├── mex.png ├── non_max_suppression.html ├── pcode.png ├── plot_DETcurve.html ├── plot_ROCcurve.html ├── plot_reject_curves.html ├── plot_tsne_map.html ├── rename.html ├── right.png ├── sgi.png ├── simulinkicon.gif ├── sliding_detector.html ├── solaris.png ├── static_detector.html ├── test_svm.html ├── test_svm_PCA.html ├── train_svm.html ├── train_svm_PCA.html ├── up.png └── windows.png ├── draw_sliding_window.m ├── get_feature_matrix.m ├── get_files.m ├── get_negative_windows.m ├── get_params.m ├── get_pyramid_dimensions.m ├── get_pyramid_hogs.m ├── get_scale_space_pyramid_images.m ├── get_window.m ├── libs ├── NIST_DET_plot │ ├── Compute_DET.m │ ├── DET_usage.m │ ├── Eval_Spkr_Det.m │ ├── Min_DCF.m │ ├── Plot_DET.m │ ├── Set_DCF.m │ ├── Set_DET_limits.m │ ├── impostor_scores │ ├── ppndf.m │ ├── readme.txt │ ├── thick.m │ └── true_speaker_scores ├── cprintf.m ├── draw_curve.py ├── draw_grid.py ├── m2html │ ├── @template │ │ ├── char.m │ │ ├── display.m │ │ ├── get.m │ │ ├── parse.m │ │ ├── private │ │ │ ├── finish.m │ │ │ ├── loadtpl.m │ │ │ └── subst.m │ │ ├── set.m │ │ └── template.m │ ├── Changelog │ ├── Contents.m │ ├── GPL │ ├── INSTALL │ ├── LICENSE │ ├── README │ ├── TODO │ ├── m2html.m │ ├── mdot.m │ ├── mwizard.m │ ├── mwizard2.m │ ├── private │ │ ├── doxyread.m │ │ ├── doxysearch.m │ │ ├── doxywrite.m │ │ ├── m2htmltoolbarimages.mat │ │ ├── mexexts.m │ │ ├── mfileparse.m │ │ ├── openfile.m │ │ ├── searchindex.m │ │ ├── splitcode.m │ │ └── strtok.m │ └── templates │ │ ├── 3frames.zip │ │ ├── 3frames │ │ ├── GPL │ │ ├── INSTALL │ │ ├── LICENSE │ │ ├── README │ │ ├── alpha.png │ │ ├── c++.png │ │ ├── c.png │ │ ├── demoicon.gif │ │ ├── down.png │ │ ├── fortran.png │ │ ├── graph.tpl │ │ ├── hp.png │ │ ├── index.html │ │ ├── left.png │ │ ├── linux.png │ │ ├── m2html.css │ │ ├── master.tpl │ │ ├── matlabicon.gif │ │ ├── mdir.tpl │ │ ├── mex.png │ │ ├── mfile.tpl │ │ ├── right.png │ │ ├── sgi.png │ │ ├── simulinkicon.gif │ │ ├── solaris.png │ │ ├── todo.tpl │ │ ├── up.png │ │ └── windows.png │ │ ├── blue │ │ ├── alpha.png │ │ ├── c++.png │ │ ├── c.png │ │ ├── demoicon.gif │ │ ├── down.png │ │ ├── doxysearch.php │ │ ├── fortran.png │ │ ├── graph.tpl │ │ ├── hp.png │ │ ├── left.png │ │ ├── linux.png │ │ ├── m2html.css │ │ ├── master.tpl │ │ ├── matlabicon.gif │ │ ├── mdir.tpl │ │ ├── mex.png │ │ ├── mfile.tpl │ │ ├── pcode.png │ │ ├── right.png │ │ ├── search.tpl │ │ ├── sgi.png │ │ ├── simulinkicon.gif │ │ ├── solaris.png │ │ ├── todo.tpl │ │ ├── up.png │ │ └── windows.png │ │ ├── brain │ │ ├── alpha.png │ │ ├── brain.png │ │ ├── c++.png │ │ ├── c.png │ │ ├── demoicon.gif │ │ ├── down.png │ │ ├── doxysearch.php │ │ ├── fortran.png │ │ ├── graph.tpl │ │ ├── hp.png │ │ ├── index.html │ │ ├── left.png │ │ ├── linux.png │ │ ├── m2html.css │ │ ├── master.tpl │ │ ├── matlabicon.gif │ │ ├── mdir.tpl │ │ ├── menu.css │ │ ├── mex.png │ │ ├── mfile.tpl │ │ ├── pcode.png │ │ ├── right.png │ │ ├── search.tpl │ │ ├── sgi.png │ │ ├── simulinkicon.gif │ │ ├── solaris.png │ │ ├── todo.tpl │ │ ├── up.png │ │ └── windows.png │ │ └── frame │ │ ├── alpha.png │ │ ├── c++.png │ │ ├── c.png │ │ ├── demoicon.gif │ │ ├── down.png │ │ ├── doxysearch.php │ │ ├── fortran.png │ │ ├── graph.tpl │ │ ├── hp.png │ │ ├── index.html │ │ ├── left.png │ │ ├── linux.png │ │ ├── m2html.css │ │ ├── master.tpl │ │ ├── matlabicon.gif │ │ ├── mdir.tpl │ │ ├── mex.png │ │ ├── mfile.tpl │ │ ├── pcode.png │ │ ├── right.png │ │ ├── search.tpl │ │ ├── sgi.png │ │ ├── simulinkicon.gif │ │ ├── solaris.png │ │ ├── todo.tpl │ │ ├── up.png │ │ └── windows.png ├── newfcn.m ├── performance2Excel.py ├── plotroc.m ├── rdir.m ├── t-sne │ ├── d2p.m │ ├── tsne.m │ ├── tsne_d.m │ ├── tsne_p.m │ └── x2p.m ├── workbook.py └── workbook.pyc ├── models └── .gitignore ├── non_max_suppression.m ├── params ├── desc_params.mat ├── det_plot_params.mat ├── detect_and_draw.params ├── performance.params ├── pyramid_params.mat ├── test_svm_params.mat ├── train_svm_params.mat └── window_params.mat ├── plot_DETcurve.m ├── plot_ROCcurve.m ├── plot_reject_curves.m ├── plot_tsne_map.m ├── rename.m ├── sliding_detector.m ├── static_detector.m ├── test_results ├── MIT │ ├── MIT linear RGB performance.xlsx │ ├── mit_def_linear_gray_TEST.txt │ ├── mit_def_linear_rgb_ROCcurve.png │ ├── mit_def_linear_rgb_TEST - opt.txt │ ├── mit_def_linear_rgb_TEST.txt │ └── mit_th_measures.png ├── RGB_SET │ ├── 1st approach │ │ └── RGB │ │ │ ├── def │ │ │ ├── DET_curves │ │ │ │ ├── inria_RBF_rgb_PRE1_vs_PRE2_vs_R1_DETcurve.png │ │ │ │ ├── inria_linear_rgb_PRE_vs_R1_DETcurve.png │ │ │ │ └── inria_rgb_linear_vs_rbf_DETcurve.png │ │ │ ├── numeric_measures │ │ │ │ ├── INRIA RBF RGB PRE1vsPRE2vsR1 performance.xlsx │ │ │ │ ├── INRIA RBF RGB PRE1vsPRE2vsR1.xlsx │ │ │ │ ├── INRIA RBF RGB PRE1vsPRE2vsR1_opt.xlsx │ │ │ │ ├── INRIA linear RGB PRE1vsR1vsR1(opt).xlsx │ │ │ │ ├── INRIA linear RGB PREvsR1.xlsx │ │ │ │ ├── INRIA linear_R1_vs_rbf_R1.xlsx │ │ │ │ ├── inria_linear_rgb_model_R2 (opt th).txt │ │ │ │ ├── inria_linear_rgb_model_R2.txt │ │ │ │ ├── inria_linear_rgb_preModel.txt │ │ │ │ ├── inria_rbf_rgb_PRE1 - opt.txt │ │ │ │ ├── inria_rbf_rgb_PRE1.txt │ │ │ │ ├── inria_rbf_rgb_PRE2 - opt.txt │ │ │ │ ├── inria_rbf_rgb_PRE2.txt │ │ │ │ ├── inria_rbf_rgb_R1 - opt.txt │ │ │ │ └── inria_rbf_rgb_R1.txt │ │ │ ├── scores distributions │ │ │ │ ├── inria_linear_rgb_R2_dists.png │ │ │ │ └── inria_linear_rgb_preModel_dists.png │ │ │ └── threshold_curves │ │ │ │ ├── linear_model_R1_th_curves.png │ │ │ │ ├── linear_model_R1_th_measures.png │ │ │ │ ├── linear_pre_model_th_curves.png │ │ │ │ ├── linear_pre_model_th_measures.png │ │ │ │ ├── rgb_modelR1_th_curves.png │ │ │ │ ├── rgb_modelR1_th_measures.png │ │ │ │ ├── rgb_preModel2_th_curves.png │ │ │ │ ├── rgb_preModel2_th_measures.png │ │ │ │ ├── rgb_preModel_th_curves.png │ │ │ │ └── rgb_preModel_th_measures.png │ │ │ └── temp │ │ │ ├── DET_curves │ │ │ ├── inria_linear_R1_gray_VS_rgb.png │ │ │ ├── inria_linear_VS_rbf_rgb_R1.png │ │ │ ├── inria_linear_rgb_PRE.png │ │ │ ├── inria_linear_rgb_R1vsR2.png │ │ │ ├── inria_rbf_rgb_PRE1vsPRE2.png │ │ │ └── inria_rbf_rgb_R1.png │ │ │ ├── ROC_curves │ │ │ ├── inria_linear_rgb_pre.png │ │ │ ├── inria_linear_rgb_r1.png │ │ │ ├── inria_linear_rgb_r2.png │ │ │ ├── inria_rbf_rgb_R1.png │ │ │ ├── inria_rbf_rgb_pre1.png │ │ │ └── inria_rbf_rgb_pre2.png │ │ │ ├── numeric_measures │ │ │ ├── INRIA linear RGB PREvsR1vsR2.xlsx │ │ │ ├── inria_linear_grayR1_vs_rgbR1_graySet.txt │ │ │ ├── inria_linear_gray_R2_graySet.txt │ │ │ ├── inria_linear_rgb_PRE.txt │ │ │ ├── inria_linear_rgb_R1.txt │ │ │ └── inria_linear_rgb_R2.txt │ │ │ ├── rgb_tsne_map.png │ │ │ └── scores_distribution │ │ │ ├── inria_linear_rgb_PRE.png │ │ │ ├── inria_linear_rgb_R1.png │ │ │ ├── inria_linear_rgb_R2.png │ │ │ ├── inria_rbf_rgb_PRE1.png │ │ │ ├── inria_rbf_rgb_PRE2.png │ │ │ └── inria_rbf_rgb_R1.png │ ├── 2nd approach │ │ ├── DETcurves │ │ │ ├── inria_linear_rgb_PRE_vs_R1_DETcurve.png │ │ │ ├── inria_linear_vs_rbf_DETcurve.png │ │ │ └── inria_rbf_rgb_PREs1_vs_PREs2_vs_R1_DETcurve.png │ │ ├── numeric │ │ │ ├── INRIA linear RGB PRE1vsR1.xlsx │ │ │ ├── INRIA linear RGB PREvsR1(2nd).xlsx │ │ │ ├── INRIA linear RGB PREvsR1.xlsx │ │ │ ├── INRIA rbf RGB PREvsR1.xlsx │ │ │ ├── inria_linear_rgb_modelR1.txt │ │ │ ├── inria_linear_rgb_preModel.txt │ │ │ ├── inria_rbf_rgb_modelR1.txt │ │ │ ├── inria_rbf_rgb_preModel_s3.txt │ │ │ └── inria_rbf_rgb_preModel_s4.txt │ │ ├── numeric_measures │ │ │ ├── INRIA RBF RGB R1_opt.xlsx │ │ │ ├── INRIA linear RGB PRE1vsR1.xlsx │ │ │ ├── INRIA linear RGB PREvsR1_opt.xlsx │ │ │ ├── inria_linear_rgb_modelR1.txt │ │ │ ├── inria_linear_rgb_preModel.txt │ │ │ └── inria_rbf_rgb_modelR1.txt │ │ ├── scores distributions │ │ │ └── inria_linear_rgb_pre_dists.png │ │ └── threshold_curves │ │ │ ├── inria_linear_rgb_modelR1_th_curves.png │ │ │ ├── inria_linear_rgb_modelR1_th_measures.png │ │ │ ├── inria_linear_rgb_premodel_th_curves.png │ │ │ ├── inria_linear_rgb_premodel_th_measures.png │ │ │ ├── inria_rbf_rgb_model_th_cures.png │ │ │ └── inria_rbf_rgb_model_th_measures.png │ ├── R1_RBF_rgb_models_DETcurves.png │ ├── R1_linear_rgb_models_DETcurves.png │ ├── RGB │ │ ├── DET_curves │ │ │ ├── inria_linear_R1_gray_VS_rgb.png │ │ │ ├── inria_linear_VS_rbf_rgb_R1.png │ │ │ ├── inria_linear_rgb_PRE.png │ │ │ ├── inria_linear_rgb_R1vsR2.png │ │ │ ├── inria_rbf_rgb_PRE1vsPRE2.png │ │ │ └── inria_rbf_rgb_R1.png │ │ ├── ROC_curves │ │ │ ├── inria_linear_rgb_pre.png │ │ │ ├── inria_linear_rgb_r1.png │ │ │ ├── inria_linear_rgb_r2.png │ │ │ ├── inria_rbf_rgb_R1.png │ │ │ ├── inria_rbf_rgb_pre1.png │ │ │ └── inria_rbf_rgb_pre2.png │ │ ├── numeric_measures │ │ │ ├── inria_linear_grayR1_vs_rgbR1_graySet.txt │ │ │ ├── inria_linear_gray_R2_graySet.txt │ │ │ ├── inria_linear_rgb_PRE.txt │ │ │ ├── inria_linear_rgb_R1.txt │ │ │ ├── inria_linear_rgb_R2.txt │ │ │ ├── inria_rbf_rgb_PRE1.txt │ │ │ ├── inria_rbf_rgb_PRE2.txt │ │ │ └── inria_rbf_rgb_R1.txt │ │ └── scores_distribution │ │ │ ├── inria_linear_rgb_PRE.png │ │ │ ├── inria_linear_rgb_R1.png │ │ │ ├── inria_linear_rgb_R2.png │ │ │ ├── inria_rbf_rgb_PRE1.png │ │ │ ├── inria_rbf_rgb_PRE2.png │ │ │ └── inria_rbf_rgb_R1.png │ └── all_linear_rgb_models_DETcurves.png ├── SET_1 │ ├── GRAY │ │ ├── inria_complete_RBF_vs_LINEAR_DETcurve.png │ │ ├── inria_complete_liear_R2.txt │ │ ├── inria_complete_linear_C=0.001_dist.png │ │ ├── inria_complete_linear_C=64_dist.png │ │ ├── inria_complete_linear_C=64vsC=0.001_DETcurve.png │ │ ├── inria_complete_linear_R1.txt │ │ ├── inria_complete_linear_R1_dist.png │ │ ├── inria_complete_linear_R1vsR2_DETcurve.png │ │ ├── inria_complete_linear_R2_dist.png │ │ ├── inria_pre_linear_VS_comlete_linear_DETcurve.png │ │ ├── inria_pre_models_DETcurve.png │ │ ├── inria_pre_rbf_model.txt │ │ ├── inria_pre_rbf_model2.txt │ │ └── t-sne_map.png │ └── this_info_is_OLD!.txt ├── rbf_fit_example.png └── rbf_underfit_example.png ├── test_svm.m ├── test_svm_PCA.m ├── train_svm.m └── train_svm_PCA.m /LICENSE.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/josemarcosrf/HOG-Pedestrian-Detector/HEAD/LICENSE.md 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