├── 3rdParty └── vlfeat-0.9.20 │ ├── COPYING │ ├── Makefile │ ├── Makefile.mak │ ├── README.md │ ├── _gitattributes │ ├── _gitignore │ ├── apps │ ├── phow_caltech101.m │ ├── recognition │ │ ├── encodeImage.m │ │ ├── experiments.m │ │ ├── extendDescriptorsWithGeometry.m │ │ ├── getDenseSIFT.m │ │ ├── readImage.m │ │ ├── setupCaltech256.m │ │ ├── setupFMD.m │ │ ├── setupGeneric.m │ │ ├── setupScene67.m │ │ ├── setupVoc.m │ │ ├── trainEncoder.m │ │ └── traintest.m │ └── sift_mosaic.m │ ├── bin │ ├── glnx86 │ │ ├── aib │ │ ├── libvl.so │ │ ├── mser │ │ ├── sift │ │ ├── test_gauss_elimination │ │ ├── test_getopt_long │ │ ├── test_gmm │ │ ├── test_heap-def │ │ ├── test_host │ │ ├── test_imopv │ │ ├── test_kmeans │ │ ├── test_liop │ │ ├── test_mathop │ │ ├── test_mathop_abs │ │ ├── test_nan │ │ ├── test_qsort-def │ │ ├── test_rand │ │ ├── test_sqrti │ │ ├── test_stringop │ │ ├── test_svd2 │ │ ├── test_threads │ │ └── test_vec_comp │ ├── glnxa64 │ │ ├── aib │ │ ├── libvl.so │ │ ├── mser │ │ ├── sift │ │ ├── test_gauss_elimination │ │ ├── test_getopt_long │ │ ├── test_gmm │ │ ├── test_heap-def │ │ ├── test_host │ │ ├── test_imopv │ │ ├── test_kmeans │ │ ├── test_liop │ │ ├── test_mathop │ │ ├── test_mathop_abs │ │ ├── test_nan │ │ ├── test_qsort-def │ │ ├── test_rand │ │ ├── test_sqrti │ │ ├── test_stringop │ │ ├── test_svd2 │ │ ├── test_threads │ │ └── test_vec_comp │ ├── maci │ │ ├── aib │ │ ├── libvl.dylib │ │ ├── mser │ │ ├── sift │ │ ├── test_gauss_elimination │ │ ├── test_getopt_long │ │ ├── test_gmm │ │ ├── test_heap-def │ │ ├── test_host │ │ ├── test_imopv │ │ ├── test_kmeans │ │ ├── test_liop │ │ ├── test_mathop │ │ ├── test_mathop_abs │ │ ├── test_nan │ │ ├── test_qsort-def │ │ ├── test_rand │ │ ├── test_sqrti │ │ ├── test_stringop │ │ ├── test_svd2 │ │ ├── test_threads │ │ └── test_vec_comp │ └── maci64 │ │ ├── aib │ │ ├── libvl.dylib │ │ ├── mser │ │ ├── sift │ │ ├── test_gauss_elimination │ │ ├── test_getopt_long │ │ ├── test_gmm │ │ ├── test_heap-def │ │ ├── test_host │ │ ├── test_imopv │ │ ├── test_kmeans │ │ ├── test_liop │ │ ├── test_mathop │ │ ├── test_mathop_abs │ │ ├── test_nan │ │ ├── test_qsort-def │ │ ├── test_rand │ │ ├── test_sqrti │ │ ├── test_stringop │ │ ├── test_svd2 │ │ ├── test_threads │ │ └── test_vec_comp │ ├── data │ ├── box.pgm │ ├── box.sift │ ├── river1.jpg │ ├── river2.jpg │ ├── roofs1.jpg │ ├── roofs2.jpg │ └── spots.jpg │ ├── doc │ ├── about.html │ ├── api │ │ ├── aib.html │ │ ├── aib_8c.html │ │ ├── aib_8h.html │ │ ├── annotated.html │ │ ├── array_8h.html │ │ ├── bc_s.png │ │ ├── bdwn.png │ │ ├── bug.html │ │ ├── citelist.html │ │ ├── classes.html │ │ ├── closed.png │ │ ├── conventions.html │ │ ├── covdet-affine-adaptation.html │ │ ├── covdet-corner-types.html │ │ ├── covdet-differential.html │ │ ├── covdet-dominant-orientation.html │ │ ├── covdet-fundamentals.html │ │ ├── covdet-normalization.png │ │ ├── covdet-principles.html │ │ ├── covdet.html │ │ ├── covdet.png │ │ ├── covdet_8c.html │ │ ├── covdet_8h.html │ │ ├── deprecated.html │ │ ├── dev.html │ │ ├── dir_68267d1309a1af8e8297ef4c3efbcdba.html │ │ ├── dir_8dd540b382164c224dfa1eb6e8a3add6.html │ │ ├── dir_cb851817d6f77244316f2683559617a2.html │ │ ├── doxygen.css │ │ ├── doxygen.png │ │ ├── dsift-geom.png │ │ ├── dsift.html │ │ ├── dsift_8c.html │ │ ├── dsift_8h.html │ │ ├── files.html │ │ ├── fisher-derivation.html │ │ ├── fisher-fundamentals.html │ │ ├── fisher-kernel.html │ │ ├── fisher.html │ │ ├── fisher_8c.html │ │ ├── fisher_8h.html │ │ ├── frame-canonical.png │ │ ├── frame-types.png │ │ ├── ftv2blank.png │ │ ├── ftv2doc.png │ │ ├── ftv2folderclosed.png │ │ ├── ftv2folderopen.png │ │ ├── ftv2lastnode.png │ │ ├── ftv2link.png │ │ ├── ftv2mlastnode.png │ │ ├── ftv2mnode.png │ │ ├── ftv2node.png │ │ ├── ftv2plastnode.png │ │ ├── ftv2pnode.png │ │ ├── ftv2splitbar.png │ │ ├── ftv2vertline.png │ │ ├── functions.html │ │ ├── functions_b.html │ │ ├── functions_c.html │ │ ├── functions_d.html │ │ ├── functions_e.html │ │ ├── functions_f.html │ │ ├── functions_g.html │ │ ├── functions_h.html │ │ ├── functions_i.html │ │ ├── functions_j.html │ │ ├── functions_k.html │ │ ├── functions_l.html │ │ ├── functions_m.html │ │ ├── functions_n.html │ │ ├── functions_o.html │ │ ├── functions_p.html │ │ ├── functions_r.html │ │ ├── functions_s.html │ │ ├── functions_t.html │ │ ├── functions_u.html │ │ ├── functions_v.html │ │ ├── functions_vars.html │ │ ├── functions_vars_b.html │ │ ├── functions_vars_c.html │ │ ├── functions_vars_d.html │ │ ├── functions_vars_e.html │ │ ├── functions_vars_f.html │ │ ├── functions_vars_g.html │ │ ├── functions_vars_h.html │ │ ├── functions_vars_i.html │ │ ├── functions_vars_j.html │ │ ├── functions_vars_k.html │ │ ├── functions_vars_l.html │ │ ├── functions_vars_m.html │ │ ├── functions_vars_n.html │ │ ├── functions_vars_o.html │ │ ├── functions_vars_p.html │ │ ├── functions_vars_r.html │ │ ├── functions_vars_s.html │ │ ├── functions_vars_t.html │ │ ├── functions_vars_u.html │ │ ├── functions_vars_v.html │ │ ├── functions_vars_w.html │ │ ├── functions_vars_x.html │ │ ├── functions_vars_y.html │ │ ├── functions_w.html │ │ ├── functions_x.html │ │ ├── functions_y.html │ │ ├── generic.html │ │ ├── generic_8c.html │ │ ├── generic_8h.html │ │ ├── getopt__long_8c.html │ │ ├── getopt__long_8h.html │ │ ├── globals.html │ │ ├── globals_a.html │ │ ├── globals_c.html │ │ ├── globals_d.html │ │ ├── globals_defs.html │ │ ├── globals_e.html │ │ ├── globals_enum.html │ │ ├── globals_eval.html │ │ ├── globals_f.html │ │ ├── globals_func.html │ │ ├── globals_func_a.html │ │ ├── globals_func_c.html │ │ ├── globals_func_d.html │ │ ├── globals_func_f.html │ │ ├── globals_func_g.html │ │ ├── globals_func_n.html │ │ ├── globals_func_r.html │ │ ├── globals_func_u.html │ │ ├── globals_func_v.html │ │ ├── globals_func_x.html │ │ ├── globals_g.html │ │ ├── globals_h.html │ │ ├── globals_i.html │ │ ├── globals_n.html │ │ ├── globals_o.html │ │ ├── globals_p.html │ │ ├── globals_r.html │ │ ├── globals_type.html │ │ ├── globals_u.html │ │ ├── globals_v.html │ │ ├── globals_vars.html │ │ ├── globals_x.html │ │ ├── glossary.html │ │ ├── gmm-fundamentals.html │ │ ├── gmm.html │ │ ├── gmm_8c.html │ │ ├── gmm_8h.html │ │ ├── heap-def_8h.html │ │ ├── hikmeans_8c.html │ │ ├── hikmeans_8h.html │ │ ├── hog.html │ │ ├── hog_8c.html │ │ ├── hog_8h.html │ │ ├── homkermap.html │ │ ├── homkermap_8c.html │ │ ├── homkermap_8h.html │ │ ├── host_8c.html │ │ ├── host_8h.html │ │ ├── ikmeans_8c.html │ │ ├── ikmeans_8h.html │ │ ├── ikmeans__elkan_8tc.html │ │ ├── ikmeans__init_8tc.html │ │ ├── ikmeans__lloyd_8tc.html │ │ ├── imopv_8c.html │ │ ├── imopv_8h.html │ │ ├── imopv__sse2_8c.html │ │ ├── imopv__sse2_8h.html │ │ ├── index.html │ │ ├── kdtree.html │ │ ├── kdtree_8c.html │ │ ├── kdtree_8h.html │ │ ├── kmeans-fundamentals.html │ │ ├── kmeans.html │ │ ├── kmeans_8c.html │ │ ├── kmeans_8h.html │ │ ├── lbp-fundamentals.html │ │ ├── lbp.html │ │ ├── lbp.png │ │ ├── lbp_8c.html │ │ ├── lbp_8h.html │ │ ├── liop-fundamentals.html │ │ ├── liop.html │ │ ├── liop.png │ │ ├── liop_8c.html │ │ ├── liop_8h.html │ │ ├── mathop-sqrti.html │ │ ├── mathop.html │ │ ├── mathop_8c.html │ │ ├── mathop_8h.html │ │ ├── mathop__avx_8c.html │ │ ├── mathop__avx_8h.html │ │ ├── mathop__sse2_8c.html │ │ ├── mathop__sse2_8h.html │ │ ├── matlab.html │ │ ├── metaprogram.html │ │ ├── mexutils_8h.html │ │ ├── misc.html │ │ ├── mser-er-step.png │ │ ├── mser-er.png │ │ ├── mser-fundamentals.html │ │ ├── mser-tree.png │ │ ├── mser.html │ │ ├── mser_8c.html │ │ ├── mser_8h.html │ │ ├── nav_f.png │ │ ├── nav_g.png │ │ ├── nav_h.png │ │ ├── objects.html │ │ ├── open.png │ │ ├── pages.html │ │ ├── pgm_8c.html │ │ ├── pgm_8h.html │ │ ├── portability.html │ │ ├── qsort-def_8h.html │ │ ├── quickshift.html │ │ ├── quickshift_8c.html │ │ ├── quickshift_8h.html │ │ ├── random.html │ │ ├── random_8c.html │ │ ├── random_8h.html │ │ ├── resources.html │ │ ├── rodrigues_8c.html │ │ ├── rodrigues_8h.html │ │ ├── scalespace-basic.png │ │ ├── scalespace-fundamentals.html │ │ ├── scalespace.html │ │ ├── scalespace.png │ │ ├── scalespace_8c.html │ │ ├── scalespace_8h.html │ │ ├── shuffle-def_8h.html │ │ ├── sift-can.png │ │ ├── sift-conv-vlfeat.png │ │ ├── sift-conv.png │ │ ├── sift-descr-easy.png │ │ ├── sift-frame.png │ │ ├── sift-image-frame.png │ │ ├── sift-orient.png │ │ ├── sift-ss.png │ │ ├── sift.html │ │ ├── sift_8c.html │ │ ├── sift_8h.html │ │ ├── slic.html │ │ ├── slic_8c.html │ │ ├── slic_8h.html │ │ ├── stringop_8c.html │ │ ├── stringop_8h.html │ │ ├── structVlAIB.html │ │ ├── structVlArray.html │ │ ├── structVlCovDetFeature.html │ │ ├── structVlCovDetFeatureLaplacianScale.html │ │ ├── structVlCovDetFeatureOrientation.html │ │ ├── structVlDsiftDescriptorGeometry.html │ │ ├── structVlDsiftFilter.html │ │ ├── structVlDsiftKeypoint.html │ │ ├── structVlEnumerator.html │ │ ├── structVlFrameDisc.html │ │ ├── structVlFrameEllipse.html │ │ ├── structVlFrameOrientedDisc.html │ │ ├── structVlFrameOrientedEllipse.html │ │ ├── structVlHIKMNode.html │ │ ├── structVlHIKMTree.html │ │ ├── structVlIKMFilt.html │ │ ├── structVlKDForest.html │ │ ├── structVlKDForestNeighbor.html │ │ ├── structVlKDForestSearcher.html │ │ ├── structVlKMeans.html │ │ ├── structVlLbp.html │ │ ├── structVlLiopDesc.html │ │ ├── structVlPgmImage.html │ │ ├── structVlQS.html │ │ ├── structVlRand.html │ │ ├── structVlScaleSpace.html │ │ ├── structVlScaleSpaceGeometry.html │ │ ├── structVlScaleSpaceOctaveGeometry.html │ │ ├── structVlSiftFilt.html │ │ ├── structVlSiftKeypoint.html │ │ ├── structVlSvmStatistics.html │ │ ├── struct__VlCovDet.html │ │ ├── struct__VlFileMeta.html │ │ ├── struct__VlMserExtrReg.html │ │ ├── struct__VlMserFilt.html │ │ ├── struct__VlMserReg.html │ │ ├── struct__VlMserStats.html │ │ ├── struct__vlmxOption.html │ │ ├── structoption.html │ │ ├── svm-advanced.html │ │ ├── svm-fundamentals.html │ │ ├── svm-sdca.html │ │ ├── svm-sgd.html │ │ ├── svm.html │ │ ├── svm_8c.html │ │ ├── svm_8h.html │ │ ├── svmdataset_8c.html │ │ ├── svmdataset_8h.html │ │ ├── sync_off.png │ │ ├── sync_on.png │ │ ├── tab_a.png │ │ ├── tab_b.png │ │ ├── tab_h.png │ │ ├── tab_s.png │ │ ├── tabs.css │ │ ├── threads.html │ │ ├── todo.html │ │ ├── vlad-fundamentals.html │ │ ├── vlad.html │ │ ├── vlad_8c.html │ │ └── vlad_8h.html │ ├── applications │ │ ├── apps.html │ │ ├── caltech-101-code.html │ │ ├── experiments.html │ │ └── sift-mosaic-code.html │ ├── build │ │ ├── about.html │ │ ├── api │ │ │ └── index.html │ │ ├── applications │ │ │ ├── apps.html │ │ │ ├── caltech-101-code.html │ │ │ ├── experiments.html │ │ │ └── sift-mosaic-code.html │ │ ├── compiling-unix.html │ │ ├── compiling-windows.html │ │ ├── compiling.html │ │ ├── doc.html │ │ ├── download.html │ │ ├── doxygen_footer.html │ │ ├── doxygen_header.html │ │ ├── gcc.html │ │ ├── index.html │ │ ├── install-c.html │ │ ├── install-matlab.html │ │ ├── install-octave.html │ │ ├── install-shell.html │ │ ├── license.html │ │ ├── man │ │ │ ├── man.html │ │ │ ├── mser.1.html │ │ │ ├── sift.1.html │ │ │ ├── vlfeat.7.html │ │ │ └── xman.html │ │ ├── matlab │ │ │ ├── matlab.html │ │ │ ├── mdoc.html │ │ │ ├── vl_aib.html │ │ │ ├── vl_aibcut.html │ │ │ ├── vl_aibcuthist.html │ │ │ ├── vl_aibcutpush.html │ │ │ ├── vl_aibhist.html │ │ │ ├── vl_alldist2.html │ │ │ ├── vl_alphanum.html │ │ │ ├── vl_argparse.html │ │ │ ├── vl_binsearch.html │ │ │ ├── vl_binsum.html │ │ │ ├── vl_cf.html │ │ │ ├── vl_click.html │ │ │ ├── vl_clickpoint.html │ │ │ ├── vl_clicksegment.html │ │ │ ├── vl_colsubset.html │ │ │ ├── vl_compile.html │ │ │ ├── vl_covdet.html │ │ │ ├── vl_cummax.html │ │ │ ├── vl_ddgaussian.html │ │ │ ├── vl_demo.html │ │ │ ├── vl_det.html │ │ │ ├── vl_dgaussian.html │ │ │ ├── vl_dsift.html │ │ │ ├── vl_dsigmoid.html │ │ │ ├── vl_dwaffine.html │ │ │ ├── vl_erfill.html │ │ │ ├── vl_ertr.html │ │ │ ├── vl_figaspect.html │ │ │ ├── vl_fisher.html │ │ │ ├── vl_flatmap.html │ │ │ ├── vl_frame2oell.html │ │ │ ├── vl_gaussian.html │ │ │ ├── vl_getpid.html │ │ │ ├── vl_gmm.html │ │ │ ├── vl_grad.html │ │ │ ├── vl_harris.html │ │ │ ├── vl_hat.html │ │ │ ├── vl_help.html │ │ │ ├── vl_hikmeans.html │ │ │ ├── vl_hikmeanshist.html │ │ │ ├── vl_hikmeanspush.html │ │ │ ├── vl_histmarg.html │ │ │ ├── vl_hog.html │ │ │ ├── vl_homkermap.html │ │ │ ├── vl_ihashfind.html │ │ │ ├── vl_ihashsum.html │ │ │ ├── vl_ihat.html │ │ │ ├── vl_ikmeans.html │ │ │ ├── vl_ikmeanshist.html │ │ │ ├── vl_ikmeanspush.html │ │ │ ├── vl_imarray.html │ │ │ ├── vl_imarraysc.html │ │ │ ├── vl_imdisttf.html │ │ │ ├── vl_imdown.html │ │ │ ├── vl_imgrad.html │ │ │ ├── vl_imintegral.html │ │ │ ├── vl_impattern.html │ │ │ ├── vl_imreadbw.html │ │ │ ├── vl_imreadgray.html │ │ │ ├── vl_imsc.html │ │ │ ├── vl_imseg.html │ │ │ ├── vl_imsmooth.html │ │ │ ├── vl_imup.html │ │ │ ├── vl_imwbackward.html │ │ │ ├── vl_imwhiten.html │ │ │ ├── vl_inthist.html │ │ │ ├── vl_irodr.html │ │ │ ├── vl_isoctave.html │ │ │ ├── vl_kdtreebuild.html │ │ │ ├── vl_kdtreequery.html │ │ │ ├── vl_kmeans.html │ │ │ ├── vl_lbp.html │ │ │ ├── vl_lbpfliplr.html │ │ │ ├── vl_linespec2prop.html │ │ │ ├── vl_liop.html │ │ │ ├── vl_localmax.html │ │ │ ├── vl_matlabversion.html │ │ │ ├── vl_mser.html │ │ │ ├── vl_noprefix.html │ │ │ ├── vl_numder.html │ │ │ ├── vl_numder2.html │ │ │ ├── vl_override.html │ │ │ ├── vl_pegasos.html │ │ │ ├── vl_phow.html │ │ │ ├── vl_plotbox.html │ │ │ ├── vl_plotframe.html │ │ │ ├── vl_plotgrid.html │ │ │ ├── vl_plotpoint.html │ │ │ ├── vl_plotsiftdescriptor.html │ │ │ ├── vl_plotss.html │ │ │ ├── vl_plotstyle.html │ │ │ ├── vl_pr.html │ │ │ ├── vl_printsize.html │ │ │ ├── vl_quickseg.html │ │ │ ├── vl_quickshift.html │ │ │ ├── vl_quickvis.html │ │ │ ├── vl_rcos.html │ │ │ ├── vl_rgb2xyz.html │ │ │ ├── vl_roc.html │ │ │ ├── vl_rodr.html │ │ │ ├── vl_root.html │ │ │ ├── vl_sampleinthist.html │ │ │ ├── vl_setup.html │ │ │ ├── vl_sift.html │ │ │ ├── vl_siftdescriptor.html │ │ │ ├── vl_sigmoid.html │ │ │ ├── vl_simdctrl.html │ │ │ ├── vl_slic.html │ │ │ ├── vl_svmdataset.html │ │ │ ├── vl_svmpegasos.html │ │ │ ├── vl_svmtrain.html │ │ │ ├── vl_threads.html │ │ │ ├── vl_tightsubplot.html │ │ │ ├── vl_tpfp.html │ │ │ ├── vl_tps.html │ │ │ ├── vl_tpsu.html │ │ │ ├── vl_twister.html │ │ │ ├── vl_ubcmatch.html │ │ │ ├── vl_ubcread.html │ │ │ ├── vl_version.html │ │ │ ├── vl_vlad.html │ │ │ ├── vl_waffine.html │ │ │ ├── vl_whistc.html │ │ │ ├── vl_witps.html │ │ │ ├── vl_wtps.html │ │ │ ├── vl_xmkdir.html │ │ │ ├── vl_xyz2lab.html │ │ │ ├── vl_xyz2luv.html │ │ │ └── vl_xyz2rgb.html │ │ ├── notfound.html │ │ ├── overview │ │ │ ├── aib.html │ │ │ ├── covdet.html │ │ │ ├── dsift.html │ │ │ ├── encodings.html │ │ │ ├── frame.html │ │ │ ├── gmm.html │ │ │ ├── hikm.html │ │ │ ├── hog.html │ │ │ ├── ikm.html │ │ │ ├── imdisttf.html │ │ │ ├── kdtree.html │ │ │ ├── kmeans.html │ │ │ ├── liop.html │ │ │ ├── mser.html │ │ │ ├── plots-rank.html │ │ │ ├── quickshift.html │ │ │ ├── sift.html │ │ │ ├── slic.html │ │ │ ├── svm.html │ │ │ ├── tut.html │ │ │ └── utils.html │ │ ├── roadmap.html │ │ ├── search.html │ │ ├── vsexpress.html │ │ └── xcode.html │ ├── compiling-unix.html │ ├── compiling-windows.html │ ├── compiling.html │ ├── demo │ │ ├── aib_basic_clust_1.jpg │ │ ├── aib_basic_clust_2.jpg │ │ ├── aib_basic_clust_3.jpg │ │ ├── aib_basic_clust_4.jpg │ │ ├── aib_basic_clust_5.jpg │ │ ├── aib_basic_data.jpg │ │ ├── covdet_affine_frames.jpg │ │ ├── covdet_affine_patches.jpg │ │ ├── covdet_basic_frames.jpg │ │ ├── covdet_basic_image.jpg │ │ ├── covdet_css.jpg │ │ ├── covdet_custom_frames.jpg │ │ ├── covdet_detectors.jpg │ │ ├── covdet_gss.jpg │ │ ├── covdet_oriented_frames.jpg │ │ ├── covdet_patches.jpg │ │ ├── covdet_scores.jpg │ │ ├── dsift_accuracy.jpg │ │ ├── dsift_speedup.jpg │ │ ├── frame_affine.jpg │ │ ├── frame_frame2oell.jpg │ │ ├── frame_rotated.jpg │ │ ├── frame_standard.jpg │ │ ├── gmm_2d_rand.jpg │ │ ├── gmm_2d_shell.jpg │ │ ├── hog_bilinear_orientations.jpg │ │ ├── hog_features.jpg │ │ ├── hog_features_dalal_triggs.jpg │ │ ├── hog_flipping.jpg │ │ ├── hog_image.jpg │ │ ├── hog_num_orientations.jpg │ │ ├── imdisttf_dist.jpg │ │ ├── imdisttf_edge.jpg │ │ ├── imdisttf_neigh.jpg │ │ ├── imdisttf_src.jpg │ │ ├── kdtree_ann_1.jpg │ │ ├── kdtree_ann_2.jpg │ │ ├── kdtree_ann_3.jpg │ │ ├── kdtree_ann_4.jpg │ │ ├── kdtree_circle_mean.jpg │ │ ├── kdtree_circle_median.jpg │ │ ├── kdtree_forest_query.jpg │ │ ├── kdtree_forest_tree_1.jpg │ │ ├── kdtree_forest_tree_2.jpg │ │ ├── kdtree_forest_tree_3.jpg │ │ ├── kdtree_forest_tree_4.jpg │ │ ├── kdtree_self.jpg │ │ ├── kdtree_sift_distortion.jpg │ │ ├── kdtree_sift_incorrect.jpg │ │ ├── kdtree_uniform_mean.jpg │ │ ├── kdtree_uniform_median.jpg │ │ ├── kmeans_2d_rand.jpg │ │ ├── kmeans_speed.jpg │ │ ├── mser_basic_0.jpg │ │ ├── mser_basic_contours.jpg │ │ ├── mser_basic_contours_both.jpg │ │ ├── mser_basic_frames.jpg │ │ ├── mser_basic_frames_both.jpg │ │ ├── mser_delta_0.jpg │ │ ├── mser_delta_1.jpg │ │ ├── mser_delta_2.jpg │ │ ├── mser_delta_3.jpg │ │ ├── mser_delta_4.jpg │ │ ├── plots_rank_det.jpg │ │ ├── plots_rank_pr.jpg │ │ ├── plots_rank_roc.jpg │ │ ├── plots_rank_roc_variants.jpg │ │ ├── quickshift_image.jpg │ │ ├── quickshift_qseg_1.jpg │ │ ├── quickshift_qseg_2.jpg │ │ ├── quickshift_qvis.jpg │ │ ├── sift_basic_0.jpg │ │ ├── sift_basic_1.jpg │ │ ├── sift_basic_2.jpg │ │ ├── sift_basic_3.jpg │ │ ├── sift_basic_4.jpg │ │ ├── sift_basic_5.jpg │ │ ├── sift_edge_0.jpg │ │ ├── sift_edge_1.jpg │ │ ├── sift_edge_2.jpg │ │ ├── sift_edge_3.jpg │ │ ├── sift_edge_4.jpg │ │ ├── sift_match_1.jpg │ │ ├── sift_match_2.jpg │ │ ├── sift_or.jpg │ │ ├── sift_peak_0.jpg │ │ ├── sift_peak_1.jpg │ │ ├── sift_peak_2.jpg │ │ ├── sift_peak_3.jpg │ │ ├── sift_peak_4.jpg │ │ ├── sift_vs_ubc_1.jpg │ │ ├── sift_vs_ubc_2.jpg │ │ ├── sift_vs_ubc_3.jpg │ │ ├── slic_image.jpg │ │ ├── slic_segmentation.jpg │ │ ├── svm_energy.jpg │ │ ├── svm_training.jpg │ │ └── svm_training_result.jpg │ ├── doc.html │ ├── download.html │ ├── figures │ │ ├── cell-bins.png │ │ ├── covdet-normalization.png │ │ ├── covdet.png │ │ ├── dhog-bins.png │ │ ├── dsift-geom.png │ │ ├── frame-canonical.png │ │ ├── frame-types.png │ │ ├── frames.png │ │ ├── lbp.png │ │ ├── liop.png │ │ ├── mser-er-step.png │ │ ├── mser-er.png │ │ ├── mser-tree.png │ │ ├── scalespace-basic.png │ │ ├── scalespace.png │ │ ├── sift-angle.png │ │ ├── sift-bins.png │ │ ├── sift-can.png │ │ ├── sift-conv-vlfeat.png │ │ ├── sift-conv.png │ │ ├── sift-descr-easy.png │ │ ├── sift-frame.png │ │ ├── sift-image-frame.png │ │ ├── sift-orient.png │ │ └── sift-ss.png │ ├── gcc.html │ ├── images │ │ ├── PASCAL2.png │ │ ├── caltech-collage.jpg │ │ ├── down.png │ │ ├── fulkerson.jpg │ │ ├── git.png │ │ ├── help.png │ │ ├── lenc.jpg │ │ ├── liop-neighbours-sampling.png │ │ ├── liop-patch-layout.png │ │ ├── perdoch.jpg │ │ ├── perrone.jpg │ │ ├── placeholder.jpg │ │ ├── sarbortova.jpg │ │ ├── sift-mosaic.jpg │ │ ├── sulc.jpg │ │ ├── using-vs-additional-deps.png │ │ ├── using-vs-additional-include.png │ │ ├── using-vs-additional-libdir.png │ │ ├── using-vs-all-configurations.png │ │ ├── using-vs-empty-project.png │ │ ├── using-vs-new-project.png │ │ ├── using-vs-nodll.png │ │ ├── using-vs-ok.png │ │ ├── using-vs-post-step.png │ │ ├── using-vs-project-properties.png │ │ ├── using-xcode-copy-2.png │ │ ├── using-xcode-copy.png │ │ ├── using-xcode-dylib.png │ │ ├── using-xcode-edit.png │ │ ├── using-xcode-err.png │ │ ├── using-xcode-info.png │ │ ├── using-xcode-new.png │ │ ├── using-xcode-ok.png │ │ ├── vedaldi.jpg │ │ ├── vl_blue.png │ │ └── yandex.png │ ├── index.html │ ├── install-c.html │ ├── install-matlab.html │ ├── install-octave.html │ ├── install-shell.html │ ├── license.html │ ├── man │ │ ├── man.html │ │ ├── mser.html │ │ ├── sift.html │ │ └── vlfeat.html │ ├── matlab │ │ ├── demo │ │ │ ├── vl_demo_aib.html │ │ │ ├── vl_demo_alldist.html │ │ │ ├── vl_demo_cmd.html │ │ │ ├── vl_demo_covdet.html │ │ │ ├── vl_demo_dsift.html │ │ │ ├── vl_demo_frame.html │ │ │ ├── vl_demo_gmm_2d_rand.html │ │ │ ├── vl_demo_gmm_2d_twist.html │ │ │ ├── vl_demo_gmm_3d.html │ │ │ ├── vl_demo_gmm_convergence.html │ │ │ ├── vl_demo_hog.html │ │ │ ├── vl_demo_ikmeans.html │ │ │ ├── vl_demo_imdisttf.html │ │ │ ├── vl_demo_kdtree.html │ │ │ ├── vl_demo_kdtree_ann.html │ │ │ ├── vl_demo_kdtree_forest.html │ │ │ ├── vl_demo_kdtree_plot.html │ │ │ ├── vl_demo_kdtree_self.html │ │ │ ├── vl_demo_kdtree_sift.html │ │ │ ├── vl_demo_kmeans_2d.html │ │ │ ├── vl_demo_kmeans_ann_speed.html │ │ │ ├── vl_demo_kmeans_init.html │ │ │ ├── vl_demo_kmeans_vs_builtin.html │ │ │ ├── vl_demo_mser_basic.html │ │ │ ├── vl_demo_mser_cmd.html │ │ │ ├── vl_demo_mser_delta.html │ │ │ ├── vl_demo_plots_rank.html │ │ │ ├── vl_demo_print.html │ │ │ ├── vl_demo_quickshift.html │ │ │ ├── vl_demo_sift_basic.html │ │ │ ├── vl_demo_sift_cmd.html │ │ │ ├── vl_demo_sift_edge.html │ │ │ ├── vl_demo_sift_match.html │ │ │ ├── vl_demo_sift_or.html │ │ │ ├── vl_demo_sift_peak.html │ │ │ ├── vl_demo_sift_vs_ubc.html │ │ │ ├── vl_demo_slic.html │ │ │ └── vl_demo_svm.html │ │ ├── matlab.html │ │ ├── vl_aib.html │ │ ├── vl_aibcut.html │ │ ├── vl_aibcuthist.html │ │ ├── vl_aibcutpush.html │ │ ├── vl_aibhist.html │ │ ├── vl_alldist2.html │ │ ├── vl_alphanum.html │ │ ├── vl_argparse.html │ │ ├── vl_binsearch.html │ │ ├── vl_binsum.html │ │ ├── vl_cf.html │ │ ├── vl_click.html │ │ ├── vl_clickpoint.html │ │ ├── vl_clicksegment.html │ │ ├── vl_colsubset.html │ │ ├── vl_compile.html │ │ ├── vl_covdet.html │ │ ├── vl_cummax.html │ │ ├── vl_ddgaussian.html │ │ ├── vl_demo.html │ │ ├── vl_det.html │ │ ├── vl_dgaussian.html │ │ ├── vl_dsift.html │ │ ├── vl_dsigmoid.html │ │ ├── vl_dwaffine.html │ │ ├── vl_erfill.html │ │ ├── vl_ertr.html │ │ ├── vl_figaspect.html │ │ ├── vl_fisher.html │ │ ├── vl_flatmap.html │ │ ├── vl_frame2oell.html │ │ ├── vl_gaussian.html │ │ ├── vl_getpid.html │ │ ├── vl_gmm.html │ │ ├── vl_grad.html │ │ ├── vl_harris.html │ │ ├── vl_hat.html │ │ ├── vl_help.html │ │ ├── vl_hikmeans.html │ │ ├── vl_hikmeanshist.html │ │ ├── vl_hikmeanspush.html │ │ ├── vl_histmarg.html │ │ ├── vl_hog.html │ │ ├── vl_homkermap.html │ │ ├── vl_ihashfind.html │ │ ├── vl_ihashsum.html │ │ ├── vl_ihat.html │ │ ├── vl_ikmeans.html │ │ ├── vl_ikmeanshist.html │ │ ├── vl_ikmeanspush.html │ │ ├── vl_imarray.html │ │ ├── vl_imarraysc.html │ │ ├── vl_imdisttf.html │ │ ├── vl_imdown.html │ │ ├── vl_imgrad.html │ │ ├── vl_imintegral.html │ │ ├── vl_impattern.html │ │ ├── vl_imreadbw.html │ │ ├── vl_imreadgray.html │ │ ├── vl_imsc.html │ │ ├── vl_imseg.html │ │ ├── vl_imsmooth.html │ │ ├── vl_imup.html │ │ ├── vl_imwbackward.html │ │ ├── vl_imwhiten.html │ │ ├── vl_inthist.html │ │ ├── vl_irodr.html │ │ ├── vl_isoctave.html │ │ ├── vl_kdtreebuild.html │ │ ├── vl_kdtreequery.html │ │ ├── vl_kmeans.html │ │ ├── vl_lbp.html │ │ ├── vl_lbpfliplr.html │ │ ├── vl_linespec2prop.html │ │ ├── vl_liop.html │ │ ├── vl_localmax.html │ │ ├── vl_matlabversion.html │ │ ├── vl_mser.html │ │ ├── vl_noprefix.html │ │ ├── vl_numder.html │ │ ├── vl_numder2.html │ │ ├── vl_override.html │ │ ├── vl_pegasos.html │ │ ├── vl_phow.html │ │ ├── vl_plotbox.html │ │ ├── vl_plotframe.html │ │ ├── vl_plotgrid.html │ │ ├── vl_plotpoint.html │ │ ├── vl_plotsiftdescriptor.html │ │ ├── vl_plotss.html │ │ ├── vl_plotstyle.html │ │ ├── vl_pr.html │ │ ├── vl_printsize.html │ │ ├── vl_quickseg.html │ │ ├── vl_quickshift.html │ │ ├── vl_quickvis.html │ │ ├── vl_rcos.html │ │ ├── vl_rgb2xyz.html │ │ ├── vl_roc.html │ │ ├── vl_rodr.html │ │ ├── vl_root.html │ │ ├── vl_sampleinthist.html │ │ ├── vl_setup.html │ │ ├── vl_sift.html │ │ ├── vl_siftdescriptor.html │ │ ├── vl_sigmoid.html │ │ ├── vl_simdctrl.html │ │ ├── vl_slic.html │ │ ├── vl_svmdataset.html │ │ ├── vl_svmpegasos.html │ │ ├── vl_svmtrain.html │ │ ├── vl_threads.html │ │ ├── vl_tightsubplot.html │ │ ├── vl_tpfp.html │ │ ├── vl_tps.html │ │ ├── vl_tpsu.html │ │ ├── vl_twister.html │ │ ├── vl_ubcmatch.html │ │ ├── vl_ubcread.html │ │ ├── vl_version.html │ │ ├── vl_vlad.html │ │ ├── vl_waffine.html │ │ ├── vl_whistc.html │ │ ├── vl_witps.html │ │ ├── vl_wtps.html │ │ ├── vl_xmkdir.html │ │ ├── vl_xyz2lab.html │ │ ├── vl_xyz2luv.html │ │ └── vl_xyz2rgb.html │ ├── notfound.html │ ├── overview │ │ ├── aib.html │ │ ├── covdet.html │ │ ├── dsift.html │ │ ├── encodings.html │ │ ├── frame.html │ │ ├── gmm.html │ │ ├── hikm.html │ │ ├── hog.html │ │ ├── ikm.html │ │ ├── imdisttf.html │ │ ├── kdtree.html │ │ ├── kmeans.html │ │ ├── liop.html │ │ ├── mser.html │ │ ├── plots-rank.html │ │ ├── quickshift.html │ │ ├── sift.html │ │ ├── slic.html │ │ ├── svm.html │ │ ├── tut.html │ │ └── utils.html │ ├── pygmentize.css │ ├── roadmap.html │ ├── search.html │ ├── vlfeat.css │ ├── vsexpress.html │ └── xcode.html │ ├── docsrc │ ├── about.html │ ├── api.html │ ├── apps.html │ ├── compiling.html │ ├── doc.html │ ├── download.html │ ├── doxygen.conf.txt │ ├── doxygen.css │ ├── doxytag.py │ ├── dtd │ │ └── xhtml1 │ │ │ ├── xhtml-lat1.ent │ │ │ ├── xhtml-special.ent │ │ │ ├── xhtml-symbol.ent │ │ │ ├── xhtml.soc │ │ │ ├── xhtml1-frameset.dtd │ │ │ ├── xhtml1-strict.dtd │ │ │ ├── xhtml1-transitional.dtd │ │ │ └── xhtml1.dcl │ ├── figures │ │ ├── cell-bins.fig │ │ ├── covdet-normalization.svg │ │ ├── covdet.svg │ │ ├── dhog-bins.fig │ │ ├── dsift-geom.svg │ │ ├── frame-canonical.svg │ │ ├── frame-types.svg │ │ ├── frames.svg │ │ ├── lbp.svg │ │ ├── liop.svg │ │ ├── mser-er-step.svg │ │ ├── mser-er.svg │ │ ├── mser-tree.svg │ │ ├── scalespace-basic.svg │ │ ├── scalespace.svg │ │ ├── sift-angle.fig │ │ ├── sift-bins.fig │ │ ├── sift-can.fig │ │ ├── sift-conv-vlfeat.fig │ │ ├── sift-conv.fig │ │ ├── sift-descr-easy.fig │ │ ├── sift-frame.fig │ │ ├── sift-image-frame.fig │ │ ├── sift-orient.fig │ │ └── sift-ss.svg │ ├── formatter.py │ ├── images │ │ ├── PASCAL2.png │ │ ├── caltech-collage.jpg │ │ ├── down.png │ │ ├── fulkerson.jpg │ │ ├── git.png │ │ ├── help.png │ │ ├── lenc.jpg │ │ ├── liop-neighbours-sampling.png │ │ ├── liop-patch-layout.png │ │ ├── perdoch.jpg │ │ ├── perrone.jpg │ │ ├── placeholder.jpg │ │ ├── sarbortova.jpg │ │ ├── sift-mosaic.jpg │ │ ├── sulc.jpg │ │ ├── using-vs-additional-deps.png │ │ ├── using-vs-additional-include.png │ │ ├── using-vs-additional-libdir.png │ │ ├── using-vs-all-configurations.png │ │ ├── using-vs-empty-project.png │ │ ├── using-vs-new-project.png │ │ ├── using-vs-nodll.png │ │ ├── using-vs-ok.png │ │ ├── using-vs-post-step.png │ │ ├── using-vs-project-properties.png │ │ ├── using-xcode-copy-2.png │ │ ├── using-xcode-copy.png │ │ ├── using-xcode-dylib.png │ │ ├── using-xcode-edit.png │ │ ├── using-xcode-err.png │ │ ├── using-xcode-info.png │ │ ├── using-xcode-new.png │ │ ├── using-xcode-ok.png │ │ ├── vedaldi.jpg │ │ ├── vl_blue.ico │ │ ├── vl_blue.png │ │ ├── vl_blue.pxm │ │ ├── vl_blue_large.pxm │ │ └── yandex.png │ ├── index.html │ ├── install-c.html │ ├── install-matlab.html │ ├── install-octave.html │ ├── install-shell.html │ ├── license.html │ ├── mdoc.py │ ├── notfound.html │ ├── pygmentize.css │ ├── roadmap.html │ ├── tutorials.html │ ├── tutorials │ │ ├── aib.html │ │ ├── covdet.html │ │ ├── dsift.html │ │ ├── encode.html │ │ ├── frame.html │ │ ├── gmm.html │ │ ├── hikm.html │ │ ├── hog.html │ │ ├── ikm.html │ │ ├── imdisttf.html │ │ ├── kdtree.html │ │ ├── kmeans.html │ │ ├── liop.html │ │ ├── mser.html │ │ ├── plots-rank.html │ │ ├── quickshift.html │ │ ├── sift.html │ │ ├── slic.html │ │ ├── svm.html │ │ └── utils.html │ ├── using-gcc.html │ ├── using-vsexpress.html │ ├── using-xcode.html │ ├── vlfeat-website-main-content.xml │ ├── vlfeat-website-preproc.xml │ ├── vlfeat-website-template.xml │ ├── vlfeat-website.xml │ ├── vlfeat.bib │ ├── vlfeat.css │ ├── webdoc.py │ └── wikidoc.py │ ├── make │ ├── bin.mak │ ├── dist.mak │ ├── dll.mak │ ├── doc.mak │ ├── matlab.mak │ ├── nmake_helper.mak │ ├── octave.mak │ └── update-mak.sh │ ├── src │ ├── aib.c │ ├── check.h │ ├── generic-driver.h │ ├── mser.1 │ ├── mser.c │ ├── sift.1 │ ├── sift.c │ ├── test_gauss_elimination.c │ ├── test_getopt_long.c │ ├── test_gmm.c │ ├── test_heap-def.c │ ├── test_host.c │ ├── test_imopv.c │ ├── test_kmeans.c │ ├── test_liop.c │ ├── test_mathop.c │ ├── test_mathop_abs.c │ ├── test_mathop_fast_resqrt.tc │ ├── test_mathop_fast_sqrt_ui.tc │ ├── test_nan.c │ ├── test_qsort-def.c │ ├── test_rand.c │ ├── test_sqrti.c │ ├── test_stringop.c │ ├── test_svd2.c │ ├── test_threads.c │ ├── test_vec_comp.c │ └── vlfeat.7 │ ├── toolbox │ ├── aib │ │ ├── vl_aib.c │ │ ├── vl_aib.m │ │ ├── vl_aibcut.m │ │ ├── vl_aibcuthist.m │ │ ├── vl_aibcutpush.m │ │ ├── vl_aibhist.c │ │ └── vl_aibhist.m │ ├── demo │ │ ├── vl_demo_aib.m │ │ ├── vl_demo_alldist.m │ │ ├── vl_demo_cmd.m │ │ ├── vl_demo_covdet.m │ │ ├── vl_demo_dsift.m │ │ ├── vl_demo_frame.m │ │ ├── vl_demo_gmm_2d_rand.m │ │ ├── vl_demo_gmm_2d_twist.m │ │ ├── vl_demo_gmm_3d.m │ │ ├── vl_demo_gmm_convergence.m │ │ ├── vl_demo_hog.m │ │ ├── vl_demo_ikmeans.m │ │ ├── vl_demo_imdisttf.m │ │ ├── vl_demo_kdtree.m │ │ ├── vl_demo_kdtree_ann.m │ │ ├── vl_demo_kdtree_forest.m │ │ ├── vl_demo_kdtree_plot.m │ │ ├── vl_demo_kdtree_self.m │ │ ├── vl_demo_kdtree_sift.m │ │ ├── vl_demo_kmeans_2d.m │ │ ├── vl_demo_kmeans_ann_speed.m │ │ ├── vl_demo_kmeans_init.m │ │ ├── vl_demo_kmeans_vs_builtin.m │ │ ├── vl_demo_mser_basic.m │ │ ├── vl_demo_mser_cmd.m │ │ ├── vl_demo_mser_delta.m │ │ ├── vl_demo_plots_rank.m │ │ ├── vl_demo_print.m │ │ ├── vl_demo_quickshift.m │ │ ├── vl_demo_sift_basic.m │ │ ├── vl_demo_sift_cmd.m │ │ ├── vl_demo_sift_edge.m │ │ ├── vl_demo_sift_match.m │ │ ├── vl_demo_sift_or.m │ │ ├── vl_demo_sift_peak.m │ │ ├── vl_demo_sift_vs_ubc.m │ │ ├── vl_demo_slic.m │ │ └── vl_demo_svm.m │ ├── fisher │ │ ├── vl_fisher.c │ │ └── vl_fisher.m │ ├── geometry │ │ ├── vl_hat.m │ │ ├── vl_ihat.m │ │ ├── vl_irodr.c │ │ ├── vl_irodr.m │ │ ├── vl_rodr.c │ │ └── vl_rodr.m │ ├── gmm │ │ ├── vl_gmm.c │ │ └── vl_gmm.m │ ├── imop │ │ ├── vl_dwaffine.m │ │ ├── vl_imarray.m │ │ ├── vl_imarraysc.m │ │ ├── vl_imdisttf.c │ │ ├── vl_imdisttf.m │ │ ├── vl_imdown.m │ │ ├── vl_imgrad.m │ │ ├── vl_imintegral.c │ │ ├── vl_imintegral.m │ │ ├── vl_impattern.m │ │ ├── vl_imreadbw.m │ │ ├── vl_imreadgray.m │ │ ├── vl_imsc.m │ │ ├── vl_imsmooth.c │ │ ├── vl_imsmooth.m │ │ ├── vl_imup.m │ │ ├── vl_imwbackward.m │ │ ├── vl_imwbackwardmx.c │ │ ├── vl_imwhiten.m │ │ ├── vl_rgb2xyz.m │ │ ├── vl_tps.m │ │ ├── vl_tpsu.m │ │ ├── vl_tpsumx.c │ │ ├── vl_waffine.m │ │ ├── vl_witps.m │ │ ├── vl_wtps.m │ │ ├── vl_xyz2lab.m │ │ ├── vl_xyz2luv.m │ │ └── vl_xyz2rgb.m │ ├── info.xml │ ├── kmeans │ │ ├── vl_hikmeans.c │ │ ├── vl_hikmeans.m │ │ ├── vl_hikmeanshist.m │ │ ├── vl_hikmeanspush.c │ │ ├── vl_hikmeanspush.m │ │ ├── vl_ikmeans.c │ │ ├── vl_ikmeans.m │ │ ├── vl_ikmeanshist.m │ │ ├── vl_ikmeanspush.c │ │ ├── vl_ikmeanspush.m │ │ ├── vl_kmeans.c │ │ └── vl_kmeans.m │ ├── mex │ │ ├── mexa64 │ │ │ ├── libvl.so │ │ │ ├── vl_aib.mexa64 │ │ │ ├── vl_aibhist.mexa64 │ │ │ ├── vl_alldist.mexa64 │ │ │ ├── vl_alldist2.mexa64 │ │ │ ├── vl_binsearch.mexa64 │ │ │ ├── vl_binsum.mexa64 │ │ │ ├── vl_covdet.mexa64 │ │ │ ├── vl_cummax.mexa64 │ │ │ ├── vl_dsift.mexa64 │ │ │ ├── vl_erfill.mexa64 │ │ │ ├── vl_fisher.mexa64 │ │ │ ├── vl_getpid.mexa64 │ │ │ ├── vl_gmm.mexa64 │ │ │ ├── vl_hikmeans.mexa64 │ │ │ ├── vl_hikmeanspush.mexa64 │ │ │ ├── vl_hog.mexa64 │ │ │ ├── vl_homkermap.mexa64 │ │ │ ├── vl_ihashfind.mexa64 │ │ │ ├── vl_ihashsum.mexa64 │ │ │ ├── vl_ikmeans.mexa64 │ │ │ ├── vl_ikmeanspush.mexa64 │ │ │ ├── vl_imdisttf.mexa64 │ │ │ ├── vl_imintegral.mexa64 │ │ │ ├── vl_imsmooth.mexa64 │ │ │ ├── vl_imwbackwardmx.mexa64 │ │ │ ├── vl_inthist.mexa64 │ │ │ ├── vl_irodr.mexa64 │ │ │ ├── vl_kdtreebuild.mexa64 │ │ │ ├── vl_kdtreequery.mexa64 │ │ │ ├── vl_kmeans.mexa64 │ │ │ ├── vl_lbp.mexa64 │ │ │ ├── vl_liop.mexa64 │ │ │ ├── vl_localmax.mexa64 │ │ │ ├── vl_mser.mexa64 │ │ │ ├── vl_quickshift.mexa64 │ │ │ ├── vl_rodr.mexa64 │ │ │ ├── vl_sampleinthist.mexa64 │ │ │ ├── vl_sift.mexa64 │ │ │ ├── vl_siftdescriptor.mexa64 │ │ │ ├── vl_simdctrl.mexa64 │ │ │ ├── vl_slic.mexa64 │ │ │ ├── vl_svmtrain.mexa64 │ │ │ ├── vl_threads.mexa64 │ │ │ ├── vl_tpsumx.mexa64 │ │ │ ├── vl_twister.mexa64 │ │ │ ├── vl_ubcmatch.mexa64 │ │ │ ├── vl_version.mexa64 │ │ │ └── vl_vlad.mexa64 │ │ ├── mexglx │ │ │ ├── libvl.so │ │ │ ├── vl_aib.mexglx │ │ │ ├── vl_aibhist.mexglx │ │ │ ├── vl_alldist.mexglx │ │ │ ├── vl_alldist2.mexglx │ │ │ ├── vl_binsearch.mexglx │ │ │ ├── vl_binsum.mexglx │ │ │ ├── vl_covdet.mexglx │ │ │ ├── vl_cummax.mexglx │ │ │ ├── vl_dsift.mexglx │ │ │ ├── vl_erfill.mexglx │ │ │ ├── vl_fisher.mexglx │ │ │ ├── vl_getpid.mexglx │ │ │ ├── vl_gmm.mexglx │ │ │ ├── vl_hikmeans.mexglx │ │ │ ├── vl_hikmeanspush.mexglx │ │ │ ├── vl_hog.mexglx │ │ │ ├── vl_homkermap.mexglx │ │ │ ├── vl_ihashfind.mexglx │ │ │ ├── vl_ihashsum.mexglx │ │ │ ├── vl_ikmeans.mexglx │ │ │ ├── vl_ikmeanspush.mexglx │ │ │ ├── vl_imdisttf.mexglx │ │ │ ├── vl_imintegral.mexglx │ │ │ ├── vl_imsmooth.mexglx │ │ │ ├── vl_imwbackwardmx.mexglx │ │ │ ├── vl_inthist.mexglx │ │ │ ├── vl_irodr.mexglx │ │ │ ├── vl_kdtreebuild.mexglx │ │ │ ├── vl_kdtreequery.mexglx │ │ │ ├── vl_kmeans.mexglx │ │ │ ├── vl_lbp.mexglx │ │ │ ├── vl_liop.mexglx │ │ │ ├── vl_localmax.mexglx │ │ │ ├── vl_mser.mexglx │ │ │ ├── vl_quickshift.mexglx │ │ │ ├── vl_rodr.mexglx │ │ │ ├── vl_sampleinthist.mexglx │ │ │ ├── vl_sift.mexglx │ │ │ ├── vl_siftdescriptor.mexglx │ │ │ ├── vl_simdctrl.mexglx │ │ │ ├── vl_slic.mexglx │ │ │ ├── vl_svmtrain.mexglx │ │ │ ├── vl_threads.mexglx │ │ │ ├── vl_tpsumx.mexglx │ │ │ ├── vl_twister.mexglx │ │ │ ├── vl_ubcmatch.mexglx │ │ │ ├── vl_version.mexglx │ │ │ └── vl_vlad.mexglx │ │ ├── mexmaci │ │ │ ├── libvl.dylib │ │ │ ├── vl_aib.mexmaci │ │ │ ├── vl_aibhist.mexmaci │ │ │ ├── vl_alldist.mexmaci │ │ │ ├── vl_alldist2.mexmaci │ │ │ ├── vl_binsearch.mexmaci │ │ │ ├── vl_binsum.mexmaci │ │ │ ├── vl_covdet.mexmaci │ │ │ ├── vl_cummax.mexmaci │ │ │ ├── vl_dsift.mexmaci │ │ │ ├── vl_erfill.mexmaci │ │ │ ├── vl_fisher.mexmaci │ │ │ ├── vl_getpid.mexmaci │ │ │ ├── vl_gmm.mexmaci │ │ │ ├── vl_hikmeans.mexmaci │ │ │ ├── vl_hikmeanspush.mexmaci │ │ │ ├── vl_hog.mexmaci │ │ │ ├── vl_homkermap.mexmaci │ │ │ ├── vl_ihashfind.mexmaci │ │ │ ├── vl_ihashsum.mexmaci │ │ │ ├── vl_ikmeans.mexmaci │ │ │ ├── vl_ikmeanspush.mexmaci │ │ │ ├── vl_imdisttf.mexmaci │ │ │ ├── vl_imintegral.mexmaci │ │ │ ├── vl_imsmooth.mexmaci │ │ │ ├── vl_imwbackwardmx.mexmaci │ │ │ ├── vl_inthist.mexmaci │ │ │ ├── vl_irodr.mexmaci │ │ │ ├── vl_kdtreebuild.mexmaci │ │ │ ├── vl_kdtreequery.mexmaci │ │ │ ├── vl_kmeans.mexmaci │ │ │ ├── vl_lbp.mexmaci │ │ │ ├── vl_liop.mexmaci │ │ │ ├── vl_localmax.mexmaci │ │ │ ├── vl_mser.mexmaci │ │ │ ├── vl_quickshift.mexmaci │ │ │ ├── vl_rodr.mexmaci │ │ │ ├── vl_sampleinthist.mexmaci │ │ │ ├── vl_sift.mexmaci │ │ │ ├── vl_siftdescriptor.mexmaci │ │ │ ├── vl_simdctrl.mexmaci │ │ │ ├── vl_slic.mexmaci │ │ │ ├── vl_svmtrain.mexmaci │ │ │ ├── vl_threads.mexmaci │ │ │ ├── vl_tpsumx.mexmaci │ │ │ ├── vl_twister.mexmaci │ │ │ ├── vl_ubcmatch.mexmaci │ │ │ ├── vl_version.mexmaci │ │ │ └── vl_vlad.mexmaci │ │ ├── mexmaci64 │ │ │ ├── libvl.dylib │ │ │ ├── vl_aib.mexmaci64 │ │ │ ├── vl_aibhist.mexmaci64 │ │ │ ├── vl_alldist.mexmaci64 │ │ │ ├── vl_alldist2.mexmaci64 │ │ │ ├── vl_binsearch.mexmaci64 │ │ │ ├── vl_binsum.mexmaci64 │ │ │ ├── vl_covdet.mexmaci64 │ │ │ ├── vl_cummax.mexmaci64 │ │ │ ├── vl_dsift.mexmaci64 │ │ │ ├── vl_erfill.mexmaci64 │ │ │ ├── vl_fisher.mexmaci64 │ │ │ ├── vl_getpid.mexmaci64 │ │ │ ├── vl_gmm.mexmaci64 │ │ │ ├── vl_hikmeans.mexmaci64 │ │ │ ├── vl_hikmeanspush.mexmaci64 │ │ │ ├── vl_hog.mexmaci64 │ │ │ ├── vl_homkermap.mexmaci64 │ │ │ ├── vl_ihashfind.mexmaci64 │ │ │ ├── vl_ihashsum.mexmaci64 │ │ │ ├── vl_ikmeans.mexmaci64 │ │ │ ├── vl_ikmeanspush.mexmaci64 │ │ │ ├── vl_imdisttf.mexmaci64 │ │ │ ├── vl_imintegral.mexmaci64 │ │ │ ├── vl_imsmooth.mexmaci64 │ │ │ ├── vl_imwbackwardmx.mexmaci64 │ │ │ ├── vl_inthist.mexmaci64 │ │ │ ├── vl_irodr.mexmaci64 │ │ │ ├── vl_kdtreebuild.mexmaci64 │ │ │ ├── vl_kdtreequery.mexmaci64 │ │ │ ├── vl_kmeans.mexmaci64 │ │ │ ├── vl_lbp.mexmaci64 │ │ │ ├── vl_liop.mexmaci64 │ │ │ ├── vl_localmax.mexmaci64 │ │ │ ├── vl_mser.mexmaci64 │ │ │ ├── vl_quickshift.mexmaci64 │ │ │ ├── vl_rodr.mexmaci64 │ │ │ ├── vl_sampleinthist.mexmaci64 │ │ │ ├── vl_sift.mexmaci64 │ │ │ ├── vl_siftdescriptor.mexmaci64 │ │ │ ├── vl_simdctrl.mexmaci64 │ │ │ ├── vl_slic.mexmaci64 │ │ │ ├── vl_svmtrain.mexmaci64 │ │ │ ├── vl_threads.mexmaci64 │ │ │ ├── vl_tpsumx.mexmaci64 │ │ │ ├── vl_twister.mexmaci64 │ │ │ ├── vl_ubcmatch.mexmaci64 │ │ │ ├── vl_version.mexmaci64 │ │ │ └── vl_vlad.mexmaci64 │ │ ├── mexw32 │ │ │ ├── vl_aib.mexw32 │ │ │ ├── vl_aibhist.mexw32 │ │ │ ├── vl_alldist.mexw32 │ │ │ ├── vl_alldist2.mexw32 │ │ │ ├── vl_binsearch.mexw32 │ │ │ ├── vl_binsum.mexw32 │ │ │ ├── vl_covdet.mexw32 │ │ │ ├── vl_cummax.mexw32 │ │ │ ├── vl_dsift.mexw32 │ │ │ ├── vl_erfill.mexw32 │ │ │ ├── vl_fisher.mexw32 │ │ │ ├── vl_getpid.mexw32 │ │ │ ├── vl_gmm.mexw32 │ │ │ ├── vl_hikmeans.mexw32 │ │ │ ├── vl_hikmeanspush.mexw32 │ │ │ ├── vl_hog.mexw32 │ │ │ ├── vl_homkermap.mexw32 │ │ │ ├── vl_ihashfind.mexw32 │ │ │ ├── vl_ihashsum.mexw32 │ │ │ ├── vl_ikmeans.mexw32 │ │ │ ├── vl_ikmeanspush.mexw32 │ │ │ ├── vl_imdisttf.mexw32 │ │ │ ├── vl_imintegral.mexw32 │ │ │ ├── vl_imsmooth.mexw32 │ │ │ ├── vl_imwbackwardmx.mexw32 │ │ │ ├── vl_inthist.mexw32 │ │ │ ├── vl_irodr.mexw32 │ │ │ ├── vl_kdtreebuild.mexw32 │ │ │ ├── vl_kdtreequery.mexw32 │ │ │ ├── vl_kmeans.mexw32 │ │ │ ├── vl_lbp.mexw32 │ │ │ ├── vl_liop.mexw32 │ │ │ ├── vl_localmax.mexw32 │ │ │ ├── vl_mser.mexw32 │ │ │ ├── vl_quickshift.mexw32 │ │ │ ├── vl_rodr.mexw32 │ │ │ ├── vl_sampleinthist.mexw32 │ │ │ ├── vl_sift.mexw32 │ │ │ ├── vl_siftdescriptor.mexw32 │ │ │ ├── vl_simdctrl.mexw32 │ │ │ ├── vl_slic.mexw32 │ │ │ ├── vl_svmtrain.mexw32 │ │ │ ├── vl_threads.mexw32 │ │ │ ├── vl_tpsumx.mexw32 │ │ │ ├── vl_twister.mexw32 │ │ │ ├── vl_ubcmatch.mexw32 │ │ │ ├── vl_version.mexw32 │ │ │ └── vl_vlad.mexw32 │ │ └── mexw64 │ │ │ ├── vl_aib.mexw64 │ │ │ ├── vl_aibhist.mexw64 │ │ │ ├── vl_alldist.mexw64 │ │ │ ├── vl_alldist2.mexw64 │ │ │ ├── vl_binsearch.mexw64 │ │ │ ├── vl_binsum.mexw64 │ │ │ ├── vl_covdet.mexw64 │ │ │ ├── vl_cummax.mexw64 │ │ │ ├── vl_dsift.mexw64 │ │ │ ├── vl_erfill.mexw64 │ │ │ ├── vl_fisher.mexw64 │ │ │ ├── vl_getpid.mexw64 │ │ │ ├── vl_gmm.mexw64 │ │ │ ├── vl_hikmeans.mexw64 │ │ │ ├── vl_hikmeanspush.mexw64 │ │ │ ├── vl_hog.mexw64 │ │ │ ├── vl_homkermap.mexw64 │ │ │ ├── vl_ihashfind.mexw64 │ │ │ ├── vl_ihashsum.mexw64 │ │ │ ├── vl_ikmeans.mexw64 │ │ │ ├── vl_ikmeanspush.mexw64 │ │ │ ├── vl_imdisttf.mexw64 │ │ │ ├── vl_imintegral.mexw64 │ │ │ ├── vl_imsmooth.mexw64 │ │ │ ├── vl_imwbackwardmx.mexw64 │ │ │ ├── vl_inthist.mexw64 │ │ │ ├── vl_irodr.mexw64 │ │ │ ├── vl_kdtreebuild.mexw64 │ │ │ ├── vl_kdtreequery.mexw64 │ │ │ ├── vl_kmeans.mexw64 │ │ │ ├── vl_lbp.mexw64 │ │ │ ├── vl_liop.mexw64 │ │ │ ├── vl_localmax.mexw64 │ │ │ ├── vl_mser.mexw64 │ │ │ ├── vl_quickshift.mexw64 │ │ │ ├── vl_rodr.mexw64 │ │ │ ├── vl_sampleinthist.mexw64 │ │ │ ├── vl_sift.mexw64 │ │ │ ├── vl_siftdescriptor.mexw64 │ │ │ ├── vl_simdctrl.mexw64 │ │ │ ├── vl_slic.mexw64 │ │ │ ├── vl_svmtrain.mexw64 │ │ │ ├── vl_threads.mexw64 │ │ │ ├── vl_tpsumx.mexw64 │ │ │ ├── vl_twister.mexw64 │ │ │ ├── vl_ubcmatch.mexw64 │ │ │ ├── vl_version.mexw64 │ │ │ └── vl_vlad.mexw64 │ ├── mexutils.h │ ├── misc │ │ ├── inthist.tc │ │ ├── kdtree.h │ │ ├── samplinthist.tc │ │ ├── svms_common.h │ │ ├── vl_alldist.c │ │ ├── vl_alldist2.c │ │ ├── vl_alldist2.m │ │ ├── vl_alphanum.m │ │ ├── vl_argparse.m │ │ ├── vl_binsearch.c │ │ ├── vl_binsearch.m │ │ ├── vl_binsum.c │ │ ├── vl_binsum.def.txt │ │ ├── vl_binsum.m │ │ ├── vl_colsubset.m │ │ ├── vl_cummax.c │ │ ├── vl_cummax.def.txt │ │ ├── vl_cummax.m │ │ ├── vl_getpid.c │ │ ├── vl_getpid.m │ │ ├── vl_grad.m │ │ ├── vl_histmarg.m │ │ ├── vl_hog.c │ │ ├── vl_hog.m │ │ ├── vl_homkermap.c │ │ ├── vl_homkermap.m │ │ ├── vl_ihashfind.c │ │ ├── vl_ihashfind.m │ │ ├── vl_ihashsum.c │ │ ├── vl_ihashsum.m │ │ ├── vl_inthist.c │ │ ├── vl_inthist.m │ │ ├── vl_isoctave.m │ │ ├── vl_kdtreebuild.c │ │ ├── vl_kdtreebuild.m │ │ ├── vl_kdtreequery.c │ │ ├── vl_kdtreequery.m │ │ ├── vl_lbp.c │ │ ├── vl_lbp.m │ │ ├── vl_lbpfliplr.m │ │ ├── vl_localmax.c │ │ ├── vl_localmax.m │ │ ├── vl_matlabversion.m │ │ ├── vl_numder.m │ │ ├── vl_numder2.m │ │ ├── vl_override.m │ │ ├── vl_pegasos.m │ │ ├── vl_sampleinthist.c │ │ ├── vl_sampleinthist.m │ │ ├── vl_simdctrl.c │ │ ├── vl_simdctrl.m │ │ ├── vl_svmdataset.m │ │ ├── vl_svmpegasos.m │ │ ├── vl_svmtrain.c │ │ ├── vl_svmtrain.m │ │ ├── vl_threads.c │ │ ├── vl_threads.m │ │ ├── vl_twister.c │ │ ├── vl_twister.m │ │ ├── vl_version.c │ │ ├── vl_version.m │ │ ├── vl_whistc.m │ │ └── vl_xmkdir.m │ ├── mser │ │ ├── vl_erfill.c │ │ ├── vl_erfill.m │ │ ├── vl_ertr.m │ │ ├── vl_mser.c │ │ └── vl_mser.m │ ├── noprefix │ │ ├── aib.m │ │ ├── aibcut.m │ │ ├── aibcuthist.m │ │ ├── aibcutpush.m │ │ ├── aibhist.m │ │ ├── alldist2.m │ │ ├── alphanum.m │ │ ├── argparse.m │ │ ├── assert_almost_equal.m │ │ ├── assert_equal.m │ │ ├── assert_exception.m │ │ ├── binsearch.m │ │ ├── binsum.m │ │ ├── cf.m │ │ ├── click.m │ │ ├── clickpoint.m │ │ ├── clicksegment.m │ │ ├── colsubset.m │ │ ├── covdet.m │ │ ├── cummax.m │ │ ├── ddgaussian.m │ │ ├── det.m │ │ ├── dgaussian.m │ │ ├── dsift.m │ │ ├── dsigmoid.m │ │ ├── dwaffine.m │ │ ├── erfill.m │ │ ├── ertr.m │ │ ├── figaspect.m │ │ ├── fisher.m │ │ ├── flatmap.m │ │ ├── frame2oell.m │ │ ├── gaussian.m │ │ ├── getpid.m │ │ ├── gmm.m │ │ ├── grad.m │ │ ├── harris.m │ │ ├── hat.m │ │ ├── hikmeans.m │ │ ├── hikmeanshist.m │ │ ├── hikmeanspush.m │ │ ├── histmarg.m │ │ ├── hog.m │ │ ├── homkermap.m │ │ ├── ihashfind.m │ │ ├── ihashsum.m │ │ ├── ihat.m │ │ ├── ikmeans.m │ │ ├── ikmeanshist.m │ │ ├── ikmeanspush.m │ │ ├── imarray.m │ │ ├── imarraysc.m │ │ ├── imdisttf.m │ │ ├── imdown.m │ │ ├── imgrad.m │ │ ├── imintegral.m │ │ ├── impattern.m │ │ ├── imreadbw.m │ │ ├── imreadgray.m │ │ ├── imsc.m │ │ ├── imseg.m │ │ ├── imsmooth.m │ │ ├── imup.m │ │ ├── imwbackward.m │ │ ├── imwhiten.m │ │ ├── inthist.m │ │ ├── irodr.m │ │ ├── isoctave.m │ │ ├── kdtreebuild.m │ │ ├── kdtreequery.m │ │ ├── kmeans.m │ │ ├── lbp.m │ │ ├── lbpfliplr.m │ │ ├── linespec2prop.m │ │ ├── liop.m │ │ ├── localmax.m │ │ ├── matlabversion.m │ │ ├── mser.m │ │ ├── noprefix.m │ │ ├── numder.m │ │ ├── numder2.m │ │ ├── override.m │ │ ├── pegasos.m │ │ ├── phow.m │ │ ├── plotbox.m │ │ ├── plotframe.m │ │ ├── plotgrid.m │ │ ├── plotpoint.m │ │ ├── plotsiftdescriptor.m │ │ ├── plotss.m │ │ ├── plotstyle.m │ │ ├── pr.m │ │ ├── printsize.m │ │ ├── quickseg.m │ │ ├── quickshift.m │ │ ├── quickvis.m │ │ ├── rcos.m │ │ ├── rgb2xyz.m │ │ ├── roc.m │ │ ├── rodr.m │ │ ├── sampleinthist.m │ │ ├── sift.m │ │ ├── siftdescriptor.m │ │ ├── sigmoid.m │ │ ├── simdctrl.m │ │ ├── slic.m │ │ ├── svmdataset.m │ │ ├── svmpegasos.m │ │ ├── svmtrain.m │ │ ├── test.m │ │ ├── threads.m │ │ ├── tightsubplot.m │ │ ├── tpfp.m │ │ ├── tps.m │ │ ├── tpsu.m │ │ ├── twister.m │ │ ├── ubcmatch.m │ │ ├── ubcread.m │ │ ├── vlad.m │ │ ├── waffine.m │ │ ├── whistc.m │ │ ├── witps.m │ │ ├── wtps.m │ │ ├── xmkdir.m │ │ ├── xyz2lab.m │ │ ├── xyz2luv.m │ │ └── xyz2rgb.m │ ├── plotop │ │ ├── vl_cf.m │ │ ├── vl_click.m │ │ ├── vl_clickpoint.m │ │ ├── vl_clicksegment.m │ │ ├── vl_det.m │ │ ├── vl_figaspect.m │ │ ├── vl_linespec2prop.m │ │ ├── vl_plotbox.m │ │ ├── vl_plotframe.m │ │ ├── vl_plotgrid.m │ │ ├── vl_plotpoint.m │ │ ├── vl_plotstyle.m │ │ ├── vl_pr.m │ │ ├── vl_printsize.m │ │ ├── vl_roc.m │ │ ├── vl_tightsubplot.m │ │ └── vl_tpfp.m │ ├── quickshift │ │ ├── vl_flatmap.m │ │ ├── vl_imseg.m │ │ ├── vl_quickseg.m │ │ ├── vl_quickshift.c │ │ ├── vl_quickshift.m │ │ └── vl_quickvis.m │ ├── sift │ │ ├── vl_covdet.c │ │ ├── vl_covdet.m │ │ ├── vl_dsift.c │ │ ├── vl_dsift.m │ │ ├── vl_frame2oell.m │ │ ├── vl_liop.c │ │ ├── vl_liop.m │ │ ├── vl_phow.m │ │ ├── vl_plotsiftdescriptor.m │ │ ├── vl_plotss.m │ │ ├── vl_sift.c │ │ ├── vl_sift.m │ │ ├── vl_siftdescriptor.c │ │ ├── vl_siftdescriptor.m │ │ ├── vl_ubcmatch.c │ │ ├── vl_ubcmatch.m │ │ └── vl_ubcread.m │ ├── slic │ │ ├── vl_slic.c │ │ └── vl_slic.m │ ├── special │ │ ├── vl_ddgaussian.m │ │ ├── vl_dgaussian.m │ │ ├── vl_dsigmoid.m │ │ ├── vl_gaussian.m │ │ ├── vl_rcos.m │ │ └── vl_sigmoid.m │ ├── vl_compile.m │ ├── vl_demo.m │ ├── vl_harris.m │ ├── vl_help.m │ ├── vl_noprefix.m │ ├── vl_root.m │ ├── vl_setup.m │ ├── vlad │ │ ├── vl_vlad.c │ │ └── vl_vlad.m │ └── xtest │ │ ├── vl_assert_almost_equal.m │ │ ├── vl_assert_equal.m │ │ ├── vl_assert_exception.m │ │ ├── vl_test.m │ │ ├── vl_test_aib.m │ │ ├── vl_test_alldist.m │ │ ├── vl_test_alldist2.m │ │ ├── vl_test_alphanum.m │ │ ├── vl_test_argparse.m │ │ ├── vl_test_binsearch.m │ │ ├── vl_test_binsum.m │ │ ├── vl_test_colsubset.m │ │ ├── vl_test_cummax.m │ │ ├── vl_test_dsift.m │ │ ├── vl_test_fisher.m │ │ ├── vl_test_gmm.m │ │ ├── vl_test_grad.m │ │ ├── vl_test_hikmeans.m │ │ ├── vl_test_hog.m │ │ ├── vl_test_homkermap.m │ │ ├── vl_test_ihashsum.m │ │ ├── vl_test_ikmeans.m │ │ ├── vl_test_imarray.m │ │ ├── vl_test_imdisttf.m │ │ ├── vl_test_imintegral.m │ │ ├── vl_test_imsmooth.m │ │ ├── vl_test_imwbackward.m │ │ ├── vl_test_init.m │ │ ├── vl_test_inthist.m │ │ ├── vl_test_kdtree.m │ │ ├── vl_test_kmeans.m │ │ ├── vl_test_lbp.m │ │ ├── vl_test_liop.m │ │ ├── vl_test_mser.m │ │ ├── vl_test_phow.m │ │ ├── vl_test_plotbox.m │ │ ├── vl_test_pr.m │ │ ├── vl_test_printsize.m │ │ ├── vl_test_roc.m │ │ ├── vl_test_sift.m │ │ ├── vl_test_slic.m │ │ ├── vl_test_svmtrain.m │ │ ├── vl_test_twister.m │ │ ├── vl_test_vlad.m │ │ └── vl_test_whistc.m │ ├── vl │ ├── aib.c │ ├── aib.h │ ├── array.c │ ├── array.h │ ├── covdet.c │ ├── covdet.h │ ├── dsift.c │ ├── dsift.h │ ├── fisher.c │ ├── fisher.h │ ├── float.th │ ├── generic.c │ ├── generic.h │ ├── getopt_long.c │ ├── getopt_long.h │ ├── gmm.c │ ├── gmm.h │ ├── heap-def.h │ ├── hikmeans.c │ ├── hikmeans.h │ ├── hog.c │ ├── hog.h │ ├── homkermap.c │ ├── homkermap.h │ ├── host.c │ ├── host.h │ ├── ikmeans.c │ ├── ikmeans.h │ ├── ikmeans_elkan.tc │ ├── ikmeans_init.tc │ ├── ikmeans_lloyd.tc │ ├── imopv.c │ ├── imopv.h │ ├── imopv_sse2.c │ ├── imopv_sse2.h │ ├── kdtree.c │ ├── kdtree.h │ ├── kmeans.c │ ├── kmeans.h │ ├── lbp.c │ ├── lbp.h │ ├── liop.c │ ├── liop.h │ ├── mathop.c │ ├── mathop.h │ ├── mathop_avx.c │ ├── mathop_avx.h │ ├── mathop_sse2.c │ ├── mathop_sse2.h │ ├── mser.c │ ├── mser.h │ ├── pgm.c │ ├── pgm.h │ ├── qsort-def.h │ ├── quickshift.c │ ├── quickshift.h │ ├── random.c │ ├── random.h │ ├── rodrigues.c │ ├── rodrigues.h │ ├── scalespace.c │ ├── scalespace.h │ ├── shuffle-def.h │ ├── sift.c │ ├── sift.h │ ├── slic.c │ ├── slic.h │ ├── stringop.c │ ├── stringop.h │ ├── svm.c │ ├── svm.h │ ├── svmdataset.c │ ├── svmdataset.h │ ├── vlad.c │ └── vlad.h │ ├── vlfeat.sln │ ├── vlfeat.vcproj │ └── vlfeat.xcodeproj │ ├── project.pbxproj │ └── xcshareddata │ └── xcschemes │ ├── make doc-api.xcscheme │ ├── make info.xcscheme │ └── make.xcscheme ├── Data ├── prepare_Market1501.m └── prepare_VIPER.m ├── Evaluation ├── Bar_paramsvary.m ├── CalculatePUR.m ├── Table_varyParams.m ├── avgFeatures.m ├── color_marker.m ├── compute_AP.m ├── datasetMap.m ├── evaluateDis.m ├── featureMap.m ├── getFeaturesSplits.m ├── getFeaturesSplits_MultiShot.m ├── haveDone.m ├── haveDone1.m ├── learningMap.m ├── learningMap_multi.m ├── multiShotRanking.m ├── nAuc.m ├── parseFeaturesMultiShot.m ├── plotHistogram.plt ├── plotHistogram_Attributes.plt ├── script_DukeReID_pairtab.m ├── script_DukeReID_split.m ├── script_best_load.m ├── singleShotRanking.m ├── testProjection.m └── visual_failcase.m ├── FeatureExtraction ├── ComputeFeatures.m ├── GOGHelper.m ├── HistLBP.m ├── LDFV.m ├── colorTexture.m ├── computeFeaturesCNN.m ├── deepfeat.m ├── feature_caviar_whos_6patch.mat ├── feature_viper_whos_6patch.mat ├── gbicovEx.m ├── normc_safe.m ├── parsingDataset.m └── util │ ├── GenerateGridBBox.m │ ├── LOMO │ ├── LOMO.m │ ├── Retinex.mexa64 │ ├── Retinex.mexglx │ ├── Retinex.mexw32 │ ├── Retinex.mexw64 │ └── SILTP.m │ ├── ReID_GOG_v1.01 │ ├── COPYRIGHT │ ├── DataManage │ │ ├── conc_feature_cell.m │ │ ├── extract_feature_cell_from_all.m │ │ └── load_features_all.m │ ├── GOG │ │ ├── GOG.m │ │ ├── get_gradmap.m │ │ ├── get_pixelfeatures.m │ │ ├── mex │ │ │ ├── compile.m │ │ │ ├── create_IH_MT.cpp │ │ │ ├── create_IH_MT.mexw64 │ │ │ ├── create_corr_MT.cpp │ │ │ ├── create_corr_MT.mexw64 │ │ │ ├── halfvec.cpp │ │ │ ├── halfvec.mexw64 │ │ │ ├── vec2mat.cpp │ │ │ └── vec2mat.mexw64 │ │ ├── set_default_parameter.m │ │ └── set_pixelfeatures.m │ ├── README.txt │ ├── apply_normalization.m │ ├── config.m │ ├── convert_cuhk03.m │ ├── demo_GOG.m │ ├── eval_XQDA.m │ ├── extract_features.m │ └── set_database.m │ ├── demo_kcca_fea │ ├── HoG.cpp │ ├── HoG.mexa64 │ ├── HoG.mexmaci64 │ ├── HoG.mexw64 │ ├── Lab2RGB.m │ ├── NormalizeRows.m │ ├── PETA_cal_color_histogram.m │ ├── PETA_cal_img_full_hist.m │ ├── RGB2Lab.m │ ├── ReadMe.txt │ ├── demo_kcca_fea_extraction.m │ ├── demo_reid.m │ ├── evaluateCMC_demo.m │ ├── p_lab.m │ └── plotCMCcurve.m │ ├── dense_colorsift │ ├── dense_colorsift.m │ ├── gen_dgauss.m │ ├── get_densefeature.m │ ├── sp_dense_color.m │ └── sp_dense_sift.m │ ├── folderList.m │ ├── gBiCov │ ├── GaborExtraction1.m │ ├── computedistance.m │ ├── computemeanoffeature.m │ ├── demo.m │ ├── findCovarianceMatrix.m │ ├── gBiCov.m │ ├── gaborextractionmultiscale.m │ ├── gaborwavelets.m │ ├── histblock.m │ ├── imageblockindex.m │ ├── kernelcreate1.m │ ├── readme.m │ └── segmentimage.m │ ├── getmapping.m │ └── lbp.m ├── LICENSE ├── MetricLearning ├── KCCAreid │ ├── LICENSE │ ├── README.md │ ├── cca.m │ ├── ccc.m │ ├── center_kcca.m │ ├── demo_reid_kcca.m │ ├── evaluateCMC_demo.m │ ├── getFiles.m │ ├── kcca_package │ │ ├── centerTrainTestKernels.m │ │ ├── gsd.m │ │ ├── kcanonca_reg_ver2.m │ │ ├── normalisekcca.m │ │ └── project.m │ ├── kernel_expchi2.m │ ├── plotCMCcurve.m │ └── plotCurrentTrial.m ├── KISSME │ ├── toolbox │ │ ├── COPYRIGHT │ │ ├── CrossValidatePairs.m │ │ ├── CrossValidateViper.m │ │ ├── evalData.m │ │ ├── helper │ │ │ ├── PairMetricLearning.m │ │ │ ├── SOPD.cpp │ │ │ ├── SOPD.mexa64 │ │ │ ├── SOPD.mexmaci64 │ │ │ ├── SOPD.mexw64 │ │ │ ├── ToyCarPairsToLabels.m │ │ │ ├── calcMCMC.m │ │ │ ├── cdistM.m │ │ │ ├── col_sum.m │ │ │ ├── exportAndCropFigure.m │ │ │ ├── icg_plotroc.m │ │ │ ├── icg_roc.m │ │ │ ├── pairsToLabels.m │ │ │ ├── sqdist.m │ │ │ └── validateCovMatrix.m │ │ ├── init.m │ │ ├── install3dpartylibs.m │ │ ├── learnAlgos │ │ │ ├── LearnAlgo.m │ │ │ ├── LearnAlgoITML.m │ │ │ ├── LearnAlgoKISSME.m │ │ │ ├── LearnAlgoLDML.m │ │ │ ├── LearnAlgoLMNN.m │ │ │ ├── LearnAlgoMLEuclidean.m │ │ │ ├── LearnAlgoMahal.m │ │ │ └── LearnAlgoSVM.m │ │ └── lib │ │ │ ├── LMNN │ │ │ ├── MultipleMetric │ │ │ │ ├── MMenergyclassify.m │ │ │ │ ├── MMknnclassify.m │ │ │ │ ├── MMlmnn.m │ │ │ │ ├── demo.m │ │ │ │ ├── demo_old.m │ │ │ │ └── lmnn2.m │ │ │ ├── _mexfunctions │ │ │ │ ├── SODW.c │ │ │ │ ├── SODd.c │ │ │ │ ├── SODmex.c │ │ │ │ ├── binaries │ │ │ │ │ ├── SODW.mexa64 │ │ │ │ │ ├── SODW.mexmaci64 │ │ │ │ │ ├── SODW.mexw32 │ │ │ │ │ ├── SODW.mexw64 │ │ │ │ │ ├── SODd.mexa64 │ │ │ │ │ ├── SODd.mexmaci64 │ │ │ │ │ ├── SODd.mexw32 │ │ │ │ │ ├── SODd.mexw64 │ │ │ │ │ ├── SODmex.mexa64 │ │ │ │ │ ├── SODmex.mexmaci64 │ │ │ │ │ ├── SODmex.mexw64 │ │ │ │ │ ├── cdist.mexa64 │ │ │ │ │ ├── cdist.mexmaci64 │ │ │ │ │ ├── cdist.mexw32 │ │ │ │ │ ├── cdist.mexw64 │ │ │ │ │ ├── cdistomp.mexa64 │ │ │ │ │ ├── cdistomp.mexmaci64 │ │ │ │ │ ├── cdistomp.mexw64 │ │ │ │ │ ├── count.mexa64 │ │ │ │ │ ├── count.mexmaci64 │ │ │ │ │ ├── count.mexw32 │ │ │ │ │ ├── count.mexw64 │ │ │ │ │ ├── lmnnobj.mexa64 │ │ │ │ │ ├── lmnnobj.mexmaci64 │ │ │ │ │ ├── lmnnobj.mexw64 │ │ │ │ │ ├── mink.mexa64 │ │ │ │ │ ├── mink.mexmaci64 │ │ │ │ │ ├── mink.mexw32 │ │ │ │ │ ├── mink.mexw64 │ │ │ │ │ ├── minkomp.mexa64 │ │ │ │ │ ├── minkomp.mexmaci64 │ │ │ │ │ ├── minkomp.mexw64 │ │ │ │ │ ├── sd.mexa64 │ │ │ │ │ ├── sd.mexmaci64 │ │ │ │ │ ├── sd.mexw32 │ │ │ │ │ ├── sd.mexw64 │ │ │ │ │ ├── sd2.mexa64 │ │ │ │ │ ├── sd2.mexmaci64 │ │ │ │ │ ├── sd2.mexw64 │ │ │ │ │ ├── sd2b.mexa64 │ │ │ │ │ ├── sd2b.mexmaci64 │ │ │ │ │ ├── sd2b.mexw64 │ │ │ │ │ ├── sumiflessh2.mexa64 │ │ │ │ │ ├── sumiflessh2.mexmaci64 │ │ │ │ │ ├── sumiflessh2.mexw32 │ │ │ │ │ ├── sumiflessh2.mexw64 │ │ │ │ │ ├── sumiflessv2.mexa64 │ │ │ │ │ ├── sumiflessv2.mexmaci64 │ │ │ │ │ ├── sumiflessv2.mexw32 │ │ │ │ │ └── sumiflessv2.mexw64 │ │ │ │ ├── cdist.c │ │ │ │ ├── cdistomp.c │ │ │ │ ├── count.c │ │ │ │ ├── lmnnobj.cpp │ │ │ │ ├── make.m │ │ │ │ ├── mink.c │ │ │ │ ├── minkomp.c │ │ │ │ ├── sd.c │ │ │ │ ├── sd2.c │ │ │ │ ├── sd2b.c │ │ │ │ ├── sumiflessh2.c │ │ │ │ └── sumiflessv2.c │ │ │ ├── applypca.m │ │ │ ├── autoLMNN │ │ │ │ └── bayesopt.m │ │ │ │ │ ├── .hg_archival.txt │ │ │ │ │ ├── README.md │ │ │ │ │ ├── bayesopt.m │ │ │ │ │ ├── demo │ │ │ │ │ ├── defaultopt.m │ │ │ │ │ ├── demo.m │ │ │ │ │ └── samplef.m │ │ │ │ │ ├── gpml │ │ │ │ │ ├── .octaverc │ │ │ │ │ ├── Copyright │ │ │ │ │ ├── README │ │ │ │ │ ├── cov │ │ │ │ │ │ ├── covADD.m │ │ │ │ │ │ ├── covConst.m │ │ │ │ │ │ ├── covCos.m │ │ │ │ │ │ ├── covDiscrete.m │ │ │ │ │ │ ├── covEye.m │ │ │ │ │ │ ├── covFITC.m │ │ │ │ │ │ ├── covGaborard.m │ │ │ │ │ │ ├── covGaboriso.m │ │ │ │ │ │ ├── covGrid.m │ │ │ │ │ │ ├── covLIN.m │ │ │ │ │ │ ├── covLINard.m │ │ │ │ │ │ ├── covLINiso.m │ │ │ │ │ │ ├── covLINone.m │ │ │ │ │ │ ├── covMask.m │ │ │ │ │ │ ├── covMaternard.m │ │ │ │ │ │ ├── covMaterniso.m │ │ │ │ │ │ ├── covNNone.m │ │ │ │ │ │ ├── covNoise.m │ │ │ │ │ │ ├── covPERard.m │ │ │ │ │ │ ├── covPERiso.m │ │ │ │ │ │ ├── covPPard.m │ │ │ │ │ │ ├── covPPiso.m │ │ │ │ │ │ ├── covPeriodic.m │ │ │ │ │ │ ├── covPeriodicNoDC.m │ │ │ │ │ │ ├── covPoly.m │ │ │ │ │ │ ├── covPref.m │ │ │ │ │ │ ├── covProd.m │ │ │ │ │ │ ├── covRQard.m │ │ │ │ │ │ ├── covRQiso.m │ │ │ │ │ │ ├── covSEard.m │ │ │ │ │ │ ├── covSEfact.m │ │ │ │ │ │ ├── covSEiso.m │ │ │ │ │ │ ├── covSEisoU.m │ │ │ │ │ │ ├── covSEvlen.m │ │ │ │ │ │ ├── covSM.m │ │ │ │ │ │ ├── covScale.m │ │ │ │ │ │ └── covSum.m │ │ │ │ │ ├── covFunctions.m │ │ │ │ │ ├── doc │ │ │ │ │ │ ├── README │ │ │ │ │ │ ├── changelog │ │ │ │ │ │ ├── checkmark.png │ │ │ │ │ │ ├── demoClassification.m │ │ │ │ │ │ ├── demoGrid.m │ │ │ │ │ │ ├── demoRegression.m │ │ │ │ │ │ ├── f1.gif │ │ │ │ │ │ ├── f2.gif │ │ │ │ │ │ ├── f3.gif │ │ │ │ │ │ ├── f4.gif │ │ │ │ │ │ ├── f5.gif │ │ │ │ │ │ ├── f6.gif │ │ │ │ │ │ ├── f7.gif │ │ │ │ │ │ ├── f8.gif │ │ │ │ │ │ ├── f9.png │ │ │ │ │ │ ├── gpml_randn.m │ │ │ │ │ │ ├── index.html │ │ │ │ │ │ ├── manual.pdf │ │ │ │ │ │ ├── style.css │ │ │ │ │ │ ├── usageClassification.m │ │ │ │ │ │ ├── usageCov.m │ │ │ │ │ │ ├── usageLik.m │ │ │ │ │ │ ├── usageMean.m │ │ │ │ │ │ ├── usagePrior.m │ │ │ │ │ │ ├── usageRegression.m │ │ │ │ │ │ └── usageSampling.m │ │ │ │ │ ├── gp.m │ │ │ │ │ ├── inf │ │ │ │ │ │ ├── infEP.m │ │ │ │ │ │ ├── infExact.m │ │ │ │ │ │ ├── infFITC.m │ │ │ │ │ │ ├── infFITC_EP.m │ │ │ │ │ │ ├── infFITC_Laplace.m │ │ │ │ │ │ ├── infGrid.m │ │ │ │ │ │ ├── infKL.m │ │ │ │ │ │ ├── infLOO.m │ │ │ │ │ │ ├── infLaplace.m │ │ │ │ │ │ ├── infMCMC.m │ │ │ │ │ │ ├── infPrior.m │ │ │ │ │ │ └── infVB.m │ │ │ │ │ ├── infMethods.m │ │ │ │ │ ├── lik │ │ │ │ │ │ ├── likBeta.m │ │ │ │ │ │ ├── likErf.m │ │ │ │ │ │ ├── likExp.m │ │ │ │ │ │ ├── likGamma.m │ │ │ │ │ │ ├── likGauss.m │ │ │ │ │ │ ├── likGaussWarp.m │ │ │ │ │ │ ├── likGumbel.m │ │ │ │ │ │ ├── likInvGauss.m │ │ │ │ │ │ ├── likLaplace.m │ │ │ │ │ │ ├── likLogistic.m │ │ │ │ │ │ ├── likMix.m │ │ │ │ │ │ ├── likPoisson.m │ │ │ │ │ │ ├── likSech2.m │ │ │ │ │ │ ├── likT.m │ │ │ │ │ │ ├── likUni.m │ │ │ │ │ │ └── likWeibull.m │ │ │ │ │ ├── likFunctions.m │ │ │ │ │ ├── mean │ │ │ │ │ │ ├── meanConst.m │ │ │ │ │ │ ├── meanDiscrete.m │ │ │ │ │ │ ├── meanGP.m │ │ │ │ │ │ ├── meanGPexact.m │ │ │ │ │ │ ├── meanLinear.m │ │ │ │ │ │ ├── meanMask.m │ │ │ │ │ │ ├── meanNN.m │ │ │ │ │ │ ├── meanOne.m │ │ │ │ │ │ ├── meanPoly.m │ │ │ │ │ │ ├── meanPow.m │ │ │ │ │ │ ├── meanPref.m │ │ │ │ │ │ ├── meanProd.m │ │ │ │ │ │ ├── meanScale.m │ │ │ │ │ │ ├── meanSum.m │ │ │ │ │ │ └── meanZero.m │ │ │ │ │ ├── meanFunctions.m │ │ │ │ │ ├── prior │ │ │ │ │ │ ├── priorClamped.m │ │ │ │ │ │ ├── priorClampedMulti.m │ │ │ │ │ │ ├── priorDelta.m │ │ │ │ │ │ ├── priorDeltaMulti.m │ │ │ │ │ │ ├── priorGamma.m │ │ │ │ │ │ ├── priorGauss.m │ │ │ │ │ │ ├── priorGaussMulti.m │ │ │ │ │ │ ├── priorInvGauss.m │ │ │ │ │ │ ├── priorLaplace.m │ │ │ │ │ │ ├── priorLaplaceMulti.m │ │ │ │ │ │ ├── priorLogNormal.m │ │ │ │ │ │ ├── priorMix.m │ │ │ │ │ │ ├── priorSmoothBox1.m │ │ │ │ │ │ ├── priorSmoothBox2.m │ │ │ │ │ │ ├── priorT.m │ │ │ │ │ │ ├── priorTMulti.m │ │ │ │ │ │ ├── priorTransform.m │ │ │ │ │ │ └── priorWeibull.m │ │ │ │ │ ├── priorDistributions.m │ │ │ │ │ ├── startup.m │ │ │ │ │ └── util │ │ │ │ │ │ ├── binaryEPGP.m │ │ │ │ │ │ ├── binaryGP.m │ │ │ │ │ │ ├── binaryLaplaceGP.m │ │ │ │ │ │ ├── brentmin.m │ │ │ │ │ │ ├── cov_deriv_sq_dist.m │ │ │ │ │ │ ├── elsympol.m │ │ │ │ │ │ ├── gauher.m │ │ │ │ │ │ ├── glm_invlink_exp.m │ │ │ │ │ │ ├── glm_invlink_expexp.m │ │ │ │ │ │ ├── glm_invlink_logistic.m │ │ │ │ │ │ ├── glm_invlink_logit.m │ │ │ │ │ │ ├── gpr.m │ │ │ │ │ │ ├── lbfgsb.m │ │ │ │ │ │ ├── lbfgsb │ │ │ │ │ │ ├── LICENSE │ │ │ │ │ │ ├── Makefile │ │ │ │ │ │ ├── README │ │ │ │ │ │ ├── array.h │ │ │ │ │ │ ├── arrayofmatrices.cpp │ │ │ │ │ │ ├── arrayofmatrices.h │ │ │ │ │ │ ├── blas.f │ │ │ │ │ │ ├── lbfgsb.cpp │ │ │ │ │ │ ├── linpack.f │ │ │ │ │ │ ├── matlabexception.cpp │ │ │ │ │ │ ├── matlabexception.h │ │ │ │ │ │ ├── matlabmatrix.cpp │ │ │ │ │ │ ├── matlabmatrix.h │ │ │ │ │ │ ├── matlabprogram.cpp │ │ │ │ │ │ ├── matlabprogram.h │ │ │ │ │ │ ├── matlabscalar.cpp │ │ │ │ │ │ ├── matlabscalar.h │ │ │ │ │ │ ├── matlabstring.cpp │ │ │ │ │ │ ├── matlabstring.h │ │ │ │ │ │ ├── program.cpp │ │ │ │ │ │ ├── program.h │ │ │ │ │ │ ├── solver_2_4.f │ │ │ │ │ │ ├── solver_3_0.f │ │ │ │ │ │ └── timer.f │ │ │ │ │ │ ├── lik_epquad.m │ │ │ │ │ │ ├── logphi.m │ │ │ │ │ │ ├── logsumexp2.m │ │ │ │ │ │ ├── make.m │ │ │ │ │ │ ├── minimize.m │ │ │ │ │ │ ├── minimize_lbfgsb.m │ │ │ │ │ │ ├── minimize_lbfgsb_gradfun.m │ │ │ │ │ │ ├── minimize_lbfgsb_objfun.m │ │ │ │ │ │ ├── minimize_v1.m │ │ │ │ │ │ ├── minimize_v2.m │ │ │ │ │ │ ├── rewrap.m │ │ │ │ │ │ ├── solve_chol.c │ │ │ │ │ │ ├── solve_chol.m │ │ │ │ │ │ ├── sq_dist.m │ │ │ │ │ │ └── unwrap.m │ │ │ │ │ ├── pleasecite.bib │ │ │ │ │ └── readme.pdf │ │ │ ├── demo.m │ │ │ ├── demo2.m │ │ │ ├── findLMNNparams.m │ │ │ ├── gb_lmnn.m │ │ │ ├── gbrt │ │ │ │ ├── binaries │ │ │ │ │ ├── buildlayer_sqrimpurity.mexa64 │ │ │ │ │ ├── buildlayer_sqrimpurity.mexmaci64 │ │ │ │ │ ├── buildlayer_sqrimpurity.mexw64 │ │ │ │ │ ├── buildlayer_sqrimpurity_multif.mexa64 │ │ │ │ │ ├── buildlayer_sqrimpurity_multif.mexmaci64 │ │ │ │ │ ├── buildlayer_sqrimpurity_multif.mexw64 │ │ │ │ │ ├── buildlayer_sqrimpurity_openmp.mexa64 │ │ │ │ │ ├── buildlayer_sqrimpurity_openmp.mexmaci64 │ │ │ │ │ ├── buildlayer_sqrimpurity_openmp.mexw64 │ │ │ │ │ ├── buildlayer_sqrimpurity_openmp_multi.mexa64 │ │ │ │ │ ├── buildlayer_sqrimpurity_openmp_multi.mexmaci64 │ │ │ │ │ ├── buildlayer_sqrimpurity_openmp_multi.mexw64 │ │ │ │ │ ├── buildlayer_sqrimpurity_openmp_multi_limit.mexa64 │ │ │ │ │ ├── buildlayer_sqrimpurity_openmp_multi_limit.mexmaci64 │ │ │ │ │ └── buildlayer_sqrimpurity_openmp_multi_limit.mexw64 │ │ │ │ ├── buildlayer_sqrimpurity.cpp │ │ │ │ ├── buildlayer_sqrimpurity_multif.cpp │ │ │ │ ├── buildlayer_sqrimpurity_openmp.cpp │ │ │ │ ├── buildlayer_sqrimpurity_openmp_multi.cpp │ │ │ │ ├── buildlayer_sqrimpurity_openmp_multi_limit.cpp │ │ │ │ ├── buildtree.m │ │ │ │ ├── evalensemble.m │ │ │ │ ├── evaltree.m │ │ │ │ ├── getlayer.m │ │ │ │ ├── make.m │ │ │ │ └── preprocesslayer_sqrimpurity.m │ │ │ ├── helperfunctions │ │ │ │ ├── SOD.m │ │ │ │ ├── SODWkqwAx.m │ │ │ │ ├── cdist.m │ │ │ │ ├── count.m │ │ │ │ ├── distance.m │ │ │ │ ├── distance2.m │ │ │ │ ├── energyclassify.m │ │ │ │ ├── extractpars.m │ │ │ │ ├── findimps3Dm.m │ │ │ │ ├── findimps3m.m │ │ │ │ ├── makesplits.m │ │ │ │ ├── mat.m │ │ │ │ ├── mexall.m │ │ │ │ ├── mink.m │ │ │ │ ├── noticks.m │ │ │ │ ├── pca_lmnn.m │ │ │ │ ├── progressbar.m │ │ │ │ ├── randMb.m │ │ │ │ ├── scat.m │ │ │ │ ├── sd.m │ │ │ │ ├── sd2.m │ │ │ │ ├── sd2b.m │ │ │ │ └── vec.m │ │ │ ├── install.m │ │ │ ├── knncl.m │ │ │ ├── laurenslmnn.m │ │ │ ├── lmnn.m │ │ │ ├── mtrees │ │ │ │ ├── binaries │ │ │ │ │ ├── buildmtreec.mexa64 │ │ │ │ │ ├── buildmtreec.mexmaci64 │ │ │ │ │ ├── buildmtreec.mexw32 │ │ │ │ │ ├── buildmtreec.mexw64 │ │ │ │ │ ├── findNimtree.mexa64 │ │ │ │ │ ├── findNimtree.mexmaci64 │ │ │ │ │ ├── findNimtree.mexw32 │ │ │ │ │ ├── findNimtree.mexw64 │ │ │ │ │ ├── findknnmtree.mexa64 │ │ │ │ │ ├── findknnmtree.mexmaci64 │ │ │ │ │ ├── findknnmtree.mexw32 │ │ │ │ │ ├── findknnmtree.mexw64 │ │ │ │ │ ├── findknnmtreeomp.mexa64 │ │ │ │ │ ├── findknnmtreeomp.mexmaci64 │ │ │ │ │ └── findknnmtreeomp.mexw64 │ │ │ │ ├── buildmtreec.cpp │ │ │ │ ├── buildmtreemex.m │ │ │ │ ├── findNimex.m │ │ │ │ ├── findNimtree.cpp │ │ │ │ ├── findknnmtree.cpp │ │ │ │ ├── findknnmtreeomp.cpp │ │ │ │ ├── heaptree.cpp │ │ │ │ ├── knnclassifytree.m │ │ │ │ ├── knnclassifytreeomp.m │ │ │ │ ├── poppush.cpp │ │ │ │ ├── stack.h │ │ │ │ ├── usemtreemex.m │ │ │ │ └── usemtreemexomp.m │ │ │ └── setpaths.m │ │ │ ├── MildML_0.1 │ │ │ ├── README │ │ │ ├── compute_tasks.c │ │ │ ├── hist_count.m │ │ │ ├── ldml_learn.m │ │ │ ├── mexall.m │ │ │ ├── mildml_evalg_sparse.c │ │ │ ├── mildml_evalg_sparse.mexa64 │ │ │ ├── mildml_fg.m │ │ │ ├── mildml_learn.m │ │ │ ├── minimize.m │ │ │ └── vec.m │ │ │ ├── itml │ │ │ ├── ComputeDistanceExtremes.m │ │ │ ├── CrossValidateKNN.m │ │ │ ├── EuclideanDistance.m │ │ │ ├── GetConstraints.m │ │ │ ├── ItmlAlg.m │ │ │ ├── KNN.m │ │ │ ├── MetricLearning.m │ │ │ ├── MetricLearningAutotuneKnn.m │ │ │ ├── README │ │ │ ├── SetDefaultParams.m │ │ │ ├── Test.m │ │ │ └── data │ │ │ │ ├── iris.mtx │ │ │ │ └── iris.truth │ │ │ └── liblinear-2.1 │ │ │ ├── COPYRIGHT │ │ │ ├── Makefile │ │ │ ├── Makefile.win │ │ │ ├── README │ │ │ ├── blas │ │ │ ├── Makefile │ │ │ ├── blas.h │ │ │ ├── blasp.h │ │ │ ├── daxpy.c │ │ │ ├── ddot.c │ │ │ ├── dnrm2.c │ │ │ └── dscal.c │ │ │ ├── heart_scale │ │ │ ├── linear.cpp │ │ │ ├── linear.def │ │ │ ├── linear.h │ │ │ ├── matlab │ │ │ ├── Makefile │ │ │ ├── README │ │ │ ├── libsvmread.c │ │ │ ├── libsvmwrite.c │ │ │ ├── linear_model_matlab.c │ │ │ ├── linear_model_matlab.h │ │ │ ├── make.m │ │ │ ├── predict.c │ │ │ └── train.c │ │ │ ├── predict.c │ │ │ ├── python │ │ │ ├── Makefile │ │ │ ├── README │ │ │ ├── liblinear.py │ │ │ └── liblinearutil.py │ │ │ ├── train.c │ │ │ ├── tron.cpp │ │ │ ├── tron.h │ │ │ └── windows │ │ │ ├── libsvmread.mexw64 │ │ │ ├── libsvmwrite.mexw64 │ │ │ ├── predict.mexw64 │ │ │ └── train.mexw64 │ └── workflows │ │ ├── COPYRIGHT │ │ └── CVPR │ │ ├── demo_lfw_attributes.m │ │ ├── demo_lfw_sift.m │ │ ├── demo_pubfig.m │ │ ├── demo_toycars.m │ │ └── demo_viper.m ├── LFDA │ ├── FDA.m │ └── LFDA.m ├── MFA │ ├── EuDist2.m │ ├── LGE.m │ └── MFA_CDeng.m ├── MLreid │ ├── ComputeKernel.m │ ├── ComputeKernelTest.m │ ├── MFA.m │ ├── MFA │ │ ├── EuDist2.m │ │ ├── LGE.m │ │ └── MFA_CDeng.m │ ├── PCCA.m │ ├── PRDC │ │ ├── Demo.m │ │ ├── ExtractQueryDiffPairCoefficientC.m │ │ ├── GetPosNegDiffSetC.m │ │ ├── LogPenalizedExpRankSubpsace_Seq.m │ │ ├── MakeDiffSubset.m │ │ ├── MakePosNegSubset.m │ │ ├── MakePosNegSubsetExt.m │ │ └── StandardExtendClassLableArray.m │ ├── UIUC │ │ ├── calculate_dist_viper_full_final.m │ │ ├── calculate_dist_viper_proj_final.m │ │ ├── code │ │ │ ├── calc_dist.m │ │ │ ├── flip_mask.cpp │ │ │ ├── flip_mask.mexa64 │ │ │ ├── flip_mask.mexmaci64 │ │ │ ├── flip_mask.mexw64 │ │ │ ├── flip_unmask.cpp │ │ │ ├── flip_unmask.mexa64 │ │ │ ├── flip_unmask.mexmaci64 │ │ │ ├── flip_unmask.mexw64 │ │ │ ├── masked_rescale.cpp │ │ │ ├── masked_rescale.mexa64 │ │ │ ├── masked_rescale.mexmaci64 │ │ │ ├── masked_rescale.mexw64 │ │ │ ├── minimize_old.m │ │ │ └── normc_safe.m │ │ ├── do_PCA.m │ │ ├── main_viper_final.m │ │ ├── partition.m │ │ ├── svmml_full_gradient_final.m │ │ ├── svmml_learn_full_final.m │ │ ├── svmml_learn_proj_final.m │ │ └── svmml_projection_gradient_final.m │ ├── compute_rank2.m │ ├── compute_rank_svmml.m │ ├── kLFDA.m │ ├── normc_safe.m │ └── oPCCA.m ├── NFST │ ├── NFST.m │ ├── RBF_kernel.m │ ├── RBF_kernel2.m │ ├── Readme.txt │ ├── demo.m │ ├── evaluateCMC_demo.m │ ├── kernel_expchi2.m │ ├── plotCMCcurve.m │ └── plotCurrentTrial.m ├── PCCA │ ├── dml.py │ ├── lgbopt.py │ ├── pcca.py │ ├── pcca_kernel.py │ ├── rpcca.py │ ├── setup.py │ └── test.py ├── RANKSVM │ └── svm_rank │ │ ├── LICENSE.txt │ │ ├── Makefile │ │ ├── makefile_windows.m │ │ ├── svm_light │ │ ├── LICENSE.txt │ │ ├── Makefile │ │ ├── kernel.h │ │ ├── pr_loqo │ │ │ ├── pr_loqo.c │ │ │ └── pr_loqo.h │ │ ├── svm_classify.c │ │ ├── svm_common.c │ │ ├── svm_common.h │ │ ├── svm_hideo.c │ │ ├── svm_learn.c │ │ ├── svm_learn.h │ │ ├── svm_learn_main.c │ │ └── svm_loqo.c │ │ ├── svm_struct │ │ ├── Makefile │ │ ├── svm_struct_classify.c │ │ ├── svm_struct_common.c │ │ ├── svm_struct_common.h │ │ ├── svm_struct_learn.c │ │ ├── svm_struct_learn.h │ │ └── svm_struct_main.c │ │ ├── svm_struct_api.c │ │ ├── svm_struct_api.h │ │ ├── svm_struct_api_types.h │ │ ├── svm_struct_learn.mexw64 │ │ ├── svm_struct_learn_custom.c │ │ ├── svm_struct_learn_mex.c │ │ └── test.m ├── SSSVM_REID │ ├── Demo_SSSVM.m │ ├── README.txt │ └── functions │ │ ├── EvalCMC.m │ │ ├── JointDictLearning.m │ │ ├── LDA.m │ │ ├── LSSCDL.m │ │ ├── MatchScore.m │ │ ├── SpecificSVMLearn.m │ │ ├── libsvmtrain.mexmaci64 │ │ └── libsvmtrain.mexw64 ├── XQDA │ ├── Demo_XQDA.m │ ├── MahDist.m │ ├── XQDA.m │ └── gen_train_sample_xqda.m ├── learnProjectionMatrix.m ├── pca.m └── pcaApply.m ├── README.md ├── TrainTestSplits ├── GeneratePair.m ├── Partition_caviar.mat ├── Partition_viper.mat ├── generatePairs.m ├── generateSplits.m ├── getFeaturesSplits.m ├── getTrainTestSplit.m └── partition_prepare.m ├── env_setup.m ├── run_experiment_benchmark.m ├── run_one_experiment.m └── util ├── ISR ├── L1_PeopleReid_Demo.m ├── buildSuperBase_demo.m ├── checkSparsityError.m ├── computeResidualColumnWise.m ├── evaluateCMC_demo.m ├── getnAUC.m ├── loadData.m ├── normColumnWise.m ├── normalizeBase.m ├── openRightFigure.m ├── parseISR.m ├── plotCMCcurve.m ├── plotCurrentTrial.m ├── spams-matlab │ ├── COPYING │ ├── HOW_TO_INSTALL.txt │ ├── build │ │ ├── mexLasso.m │ │ ├── mexLasso.mexa64 │ │ ├── mexLasso.mexglx │ │ ├── mexLasso.mexmaci64 │ │ ├── mexLasso.mexw64 │ │ ├── mexLassoMask.m │ │ ├── mexLassoMask.mexa64 │ │ ├── mexLassoMask.mexglx │ │ ├── mexLassoMask.mexmaci64 │ │ ├── mexLassoMask.mexw64 │ │ ├── mexLassoWeighted.m │ │ ├── mexLassoWeighted.mexa64 │ │ ├── mexLassoWeighted.mexglx │ │ ├── mexLassoWeighted.mexmaci64 │ │ ├── mexLassoWeighted.mexw64 │ │ ├── mexNormalize.m │ │ ├── mexNormalize.mexa64 │ │ ├── mexNormalize.mexglx │ │ ├── mexNormalize.mexmaci64 │ │ └── mexNormalize.mexw64 │ ├── compile.m │ ├── cpp_library │ │ ├── Makefile │ │ └── cppLasso.cpp │ ├── dags │ │ ├── dag.h │ │ └── mex │ │ │ ├── mexCountConnexComponents.cpp │ │ │ ├── mexCountPathsDAG.cpp │ │ │ └── mexRemoveCyclesGraph.cpp │ ├── data │ │ ├── boat.png │ │ └── lena.png │ ├── decomp │ │ ├── decomp.h │ │ └── mex │ │ │ ├── mexCD.cpp │ │ │ ├── mexL1L2BCD.cpp │ │ │ ├── mexLasso.cpp │ │ │ ├── mexLassoMask.cpp │ │ │ ├── mexLassoWeighted.cpp │ │ │ ├── mexOMP.cpp │ │ │ ├── mexOMPMask.cpp │ │ │ ├── mexSOMP.cpp │ │ │ └── mexSparseProject.cpp │ ├── dictLearn │ │ ├── dicts.h │ │ └── mex │ │ │ ├── mexTrainDL.cpp │ │ │ └── mexTrainDL_Memory.cpp │ ├── doc │ │ ├── Makefile │ │ ├── doc_spams.blg │ │ ├── doc_spams.haux │ │ ├── doc_spams.hbbl │ │ ├── doc_spams.htoc │ │ ├── doc_spams.pdf │ │ ├── doc_spams.tex │ │ ├── html │ │ │ ├── contents_motif.gif │ │ │ ├── doc_spams.css │ │ │ ├── doc_spams.html │ │ │ ├── doc_spams001.html │ │ │ ├── doc_spams002.html │ │ │ ├── doc_spams003.html │ │ │ ├── doc_spams004.html │ │ │ ├── doc_spams005.html │ │ │ ├── doc_spams006.html │ │ │ ├── doc_spams007.html │ │ │ ├── doc_spams008.html │ │ │ ├── doc_spams009.html │ │ │ ├── index.html │ │ │ ├── next_motif.gif │ │ │ └── previous_motif.gif │ │ ├── macrocss.hva │ │ ├── macros.tex │ │ ├── main.bib │ │ ├── make_release.sh │ │ └── style.css │ ├── get_architecture.m │ ├── linalg │ │ ├── cblas_alt_template.h │ │ ├── cblas_defvar.h │ │ ├── cblas_template.h │ │ ├── linalg.h │ │ ├── list.h │ │ ├── mex │ │ │ ├── mexBayer.cpp │ │ │ ├── mexCalcAAt.cpp │ │ │ ├── mexCalcXAt.cpp │ │ │ ├── mexCalcXY.cpp │ │ │ ├── mexCalcXYt.cpp │ │ │ ├── mexCalcXtY.cpp │ │ │ ├── mexConjGrad.cpp │ │ │ ├── mexInvSym.cpp │ │ │ ├── mexNormalize.cpp │ │ │ └── mexSort.cpp │ │ ├── mexutils.h │ │ ├── misc.h │ │ └── utils.h │ ├── prox │ │ ├── fista.h │ │ ├── mex │ │ │ ├── mexEvalPathCoding.cpp │ │ │ ├── mexFistaFlat.cpp │ │ │ ├── mexFistaGraph.cpp │ │ │ ├── mexFistaPathCoding.cpp │ │ │ ├── mexFistaTree.cpp │ │ │ ├── mexProximalFlat.cpp │ │ │ ├── mexProximalGraph.cpp │ │ │ ├── mexProximalPathCoding.cpp │ │ │ └── mexProximalTree.cpp │ │ └── project.h │ ├── run_matlab.sh │ ├── src_release │ │ ├── displayPatches.m │ │ ├── mexBayer.m │ │ ├── mexCD.m │ │ ├── mexCalcAAt.m │ │ ├── mexCalcXAt.m │ │ ├── mexCalcXY.m │ │ ├── mexCalcXYt.m │ │ ├── mexCalcXtY.m │ │ ├── mexConjGrad.m │ │ ├── mexCountConnexComponents.m │ │ ├── mexCountPathsDAG.m │ │ ├── mexEvalPathCoding.m │ │ ├── mexFistaFlat.m │ │ ├── mexFistaGraph.m │ │ ├── mexFistaPathCoding.m │ │ ├── mexFistaTree.m │ │ ├── mexInvSym.m │ │ ├── mexL1L2BCD.m │ │ ├── mexLasso.m │ │ ├── mexLassoMask.m │ │ ├── mexLassoWeighted.m │ │ ├── mexNormalize.m │ │ ├── mexOMP.m │ │ ├── mexOMPMask.m │ │ ├── mexProximalFlat.m │ │ ├── mexProximalGraph.m │ │ ├── mexProximalPathCoding.m │ │ ├── mexProximalTree.m │ │ ├── mexRemoveCyclesGraph.m │ │ ├── mexSOMP.m │ │ ├── mexSort.m │ │ ├── mexSparseProject.m │ │ ├── mexTrainDL.m │ │ ├── mexTrainDL_Memory.m │ │ ├── nmf.m │ │ └── nnsc.m │ ├── start_spams.m │ └── test_release │ │ ├── test_CD.m │ │ ├── test_CalcAAt.m │ │ ├── test_CalcXAt.m │ │ ├── test_CalcXY.m │ │ ├── test_CalcXYt.m │ │ ├── test_CalcXtY.m │ │ ├── test_ConjGrad.m │ │ ├── test_CountConnexComponents.m │ │ ├── test_CountPathsDAG.m │ │ ├── test_EvalPathCoding.m │ │ ├── test_FistaFlat.m │ │ ├── test_FistaGraph.m │ │ ├── test_FistaPathCoding.m │ │ ├── test_FistaTree.m │ │ ├── test_InvSym.m │ │ ├── test_L1L2BCD.m │ │ ├── test_Lasso.m │ │ ├── test_LassoMask.m │ │ ├── test_LassoWeighted.m │ │ ├── test_Normalize.m │ │ ├── test_OMP.m │ │ ├── test_OMPMask.m │ │ ├── test_ProximalFlat.m │ │ ├── test_ProximalGraph.m │ │ ├── test_ProximalPathCoding.m │ │ ├── test_ProximalTree.m │ │ ├── test_RemoveCyclesGraph.m │ │ ├── test_SOMP.m │ │ ├── test_Sort.m │ │ ├── test_SparseProject.m │ │ ├── test_TrainDL.m │ │ ├── test_TrainDL_Memory.m │ │ ├── test_all.m │ │ └── test_nmf.m ├── sparseClassify.m ├── sparseClassifyIterateWeighted_demo.m ├── testSPAMS.m └── tryCompileSPAMS.m ├── detection_visual.m ├── distinguishable_colors.m ├── get_const.m ├── multishot_res_table.tgn.txt ├── setParam.m └── singleshot_res_table.tgn.txt /3rdParty/vlfeat-0.9.20/COPYING: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RSL-NEU/person-reid-benchmark/HEAD/3rdParty/vlfeat-0.9.20/COPYING -------------------------------------------------------------------------------- /3rdParty/vlfeat-0.9.20/Makefile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RSL-NEU/person-reid-benchmark/HEAD/3rdParty/vlfeat-0.9.20/Makefile -------------------------------------------------------------------------------- /3rdParty/vlfeat-0.9.20/Makefile.mak: 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