├── MY_ONLINE_HASHING ├── +Datasets │ ├── cifar.m │ ├── cifar_zs.m │ ├── evaluate.m │ ├── labelme.m │ ├── mnist.m │ ├── mnist_zs.m │ ├── mod_split_dataset.m │ ├── nuswide.m │ ├── places.m │ ├── places_zs.m │ ├── split_dataset.m │ ├── test.m │ ├── vl_pr.m │ └── xxx.m ├── FOH.m ├── FOHmultilabel.m ├── multiS.m └── update_q.m ├── README.md ├── affinity.m ├── cal_precision_multi_label_batch.m ├── evaluate.m ├── framework.png ├── startup.m ├── util ├── catstruct.m ├── logInfo.m ├── normalize.m ├── record_diary.m ├── sigmoid.m ├── sqdist.m ├── triPulse.m └── triPulseDeriv.m └── vlfeat ├── COPYING ├── Makefile ├── Makefile.mak ├── README.md ├── 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 ├── data ├── box.pgm ├── box.sift ├── river1.jpg ├── river2.jpg ├── roofs1.jpg ├── roofs2.jpg └── spots.jpg ├── docsrc ├── about.html ├── api.html ├── apps.html ├── compiling.html ├── doc.html ├── download.html ├── doxygen.conf ├── 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 ├── index.html ├── install-c.html ├── install-matlab.html ├── install-octave.html ├── install-shell.html ├── license.html ├── mdoc.py ├── notfound.html ├── pygmentize.css ├── roadmap.html ├── tabs.css ├── 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 ├── macos_relink_omp.sh ├── 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 │ └── vl_demo_svm_data.mat ├── 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 ├── 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 │ ├── vl_binsum.m │ ├── vl_colsubset.m │ ├── vl_cummax.c │ ├── vl_cummax.def │ ├── 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 ├── 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_test.m │ ├── vl_test_aib.m │ ├── vl_test_alldist.m │ ├── vl_test_alldist2.m │ ├── vl_test_alphanum.m │ ├── vl_test_argparse.m │ ├── vl_test_base.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_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 ├── 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