superpixel-benchmark

(★ 415)

An extensive evaluation and comparison of 28 state-of-the-art superpixel algorithms on 5 datasets.

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- FindGlog.cmake
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- - README.md
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  - sunrgbd_test.txt
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- superpixel_tools.cpp
- superpixel_tools.h
- transformation.cpp
- transformation.h
- visualization.cpp
- visualization.h
- convolve.h
- disjoint-set.h
- fh_opencv.h
- filter.h
- image.h
- imconv.h
- imutil.h
- LICENSE.md
- misc.h
- README.md
- segment-graph.h
- segment-image-labels.h
- segment-image.h
- countSuperpixel.h
- DoSuperpixel.h
- EnforceConnectivity.h
- Initialize.h
- LSC.h
- lsc_opencv.h
- myrgb2lab.h
- point.h
- preEnforceConnectivity.h
- README.md
- Seeds.h
- imagereconstruct.hpp
- mss.h
- mss_opencv.h
- clusterLocations.m
- cncut.m
- computeW.m
- csparse.c
- csparse.mexa64
- dist2.m
- doog1.m
- fft_filt_2.m
- gaussian.m
- getbinsol.m
- ic.c
- ic.mexa64
- imnb.c
- imnb.mexa64
- imncut_sp.m
- make.m
- make_filterbank_odd2.m
- parmatV.c
- parmatV.mexa64
- pbThicken.m
- pbWrapper.m
- README.md
- segImage.m
- spmd1.c
- spmd1.mexa64
- block.h
- CMakeLists.txt
- Elimination+SSE.h
- Elimination+SSE.txx
- Elimination.cc
- Elimination.h
- Elimination.txx
- Elimination_dcl.h
- energy.h
- graph.h
- graph.txx
- instances.cxx
- LazyElimination.cc
- LazyElimination.h
- LazyElimination.txx
- LazyElimination_dcl.h
- matrix.h
- MAXFLOW.TXT
- maxflow.txx
- pb_opencv.cpp
- pb_opencv.h
- QPBO_Elim.cc
- QPBO_Elim.h
- QPBO_Elim_dcl.h
- QPBO_Generic.h
- QPBO_LazyElim.cc
- QPBO_LazyElim.h
- QPBO_MaxFlow.cc
- QPBO_MaxFlow.h
- README.md
- - det2MM.m
  - detBG.m
  - detBGTG.m
  - detCG.m
  - detCGTG.m
  - detGM.m
  - detTG.m
  - dohyst.m
  - evalBG.m
  - evalBGTG.m
  - evalCG.m
  - evalCGTG.m
  - evalTG.m
  - generate.m
  - genHuman.m
  - nonmax.m
  - pb2MM.m
  - pb2MM2.m
  - pbBG.m
  - pbBGTG.m
  - pbCanny.m
  - pbCG.m
  - pbCGTG.m
  - pbGM.m
  - pbGM2.m
  - pbHuman.m
  - pboverlay.m
  - pbRandom.m
  - pbTG.m
  - plotem.m
  - sampleDetector.m
  - scratch.m
  - scratch2.m
  - test.m
  - tmp.m
  - train2MM.m
  - train2MM2.m
  - trainBG.m
  - trainBGTG.m
  - trainCG.m
  - trainCGTG.m
  - trainGM.m
  - trainGM2.m
  - trainTG.m
  - viewem.m
- - applyFilter.m
  - csFilter.m
  - fbCreate.m
  - fbRun.m
  - oeFilter.m
- - cgmo.m
  - cgso.m
  - fitparab.m
  - savgol.m
  - tgmo.m
  - tgmo2.m
  - tgso.m
  - tgso2.m
- - assignTextons.m
  - computeTextons.m
  - genunitex.m
  - scratch.m
  - textonsim.m
  - unitex.m
  - unitex_6_1_2_1.4_2_128.mat
  - unitex_6_1_2_1.4_2_32.mat
  - unitex_6_1_2_1.4_2_64.mat
  - visTextons.m
- - distSqr.m
  - padReflect.m
  - RGB2Lab.m
- README.md
- HorizontalEdgeFilter.java
- ImageComponent.java
- ImageLocation.java
- ImageUtils$1.class
- ImageUtils.java
- make.sh
- Manifest.txt
- PathFinder.java
- RegionFiller.java
- SeedLocation2D.java
- VerticalPathFinder.class
- VerticalPathFinder.java
- - catsplit.m
  - children.m
  - classcount.m
  - classprob.m
  - classregtree_fuxin.m
  - cutcategories.m
  - cutpoint.m
  - cuttype.m
  - cutvar.m
  - disp.m
  - display.m
  - eval.m
  - getargs.m
  - isbranch.m
  - nodeerr.m
  - nodeprob.m
  - nodesize.m
  - numnodes.m
  - parent.m
  - prune.m
  - regtree_findbestsplit_legacy.m
  - risk.m
  - subsasgn.m
  - subsref.m
  - test.m
  - type.m
  - varimportance.m
  - view.m
- - eval_tree_lad.m
  - normalize.m
  - scale_data.m
- adjust_boundaries_sp.m
- fill_in_segmentation.m
- gen_sp_feats.m
- generate_sp_neighborhood.m
- intens_pixel_diff_mex.c
- intens_pixel_diff_mex.mexa64
- make.m
- merge_superpix_mex.m
- merge_superpixels2.cpp
- merge_superpixels2.mexa64
- pair_trees_very_high.mat
- prctile_feats.cpp
- prctile_feats.mexa64
- precompute_pairwise_data_feature.m
- prepare_pairwise_data_feature.m
- README.md
- regtree_findbestsplit.mexa64
- regtreeEval.mexa64
- CMakeLists.txt
- LICENSE.md
- preemptiveSLIC.cpp
- preemptiveSLIC.h
- README.md
- array.c
- array.h
- float.th
- generic.c
- generic.h
- host.c
- host.h
- LICENSE.md
- make.m
- mathop.c
- mathop.h
- mathop_avx.c
- mathop_avx.h
- mathop_sse2.c
- mathop_sse2.h
- mexutils.h
- quickshift.c
- quickshift.h
- random.c
- random.h
- README.md
- stringop.c
- stringop.h
- vl_binsearch.m
- vl_binsum.c
- vl_binsum.def
- vl_flatmap.m
- vl_imseg.m
- vl_quickseg.m
- vl_quickshift.c
- vl_quickshift.m
- vl_quickvis.m
- vl_rgb2xyz.m
- vl_xyz2lab.m
- - addrandedges.m
  - adjacency.m
  - adjtoedges.m
  - binarysearch.m
  - circulant.m
  - colorseg2bwseg.m
  - colorseg2bwsegSV.m
  - contour2pdf.m
  - diffusion.m
  - dirichletboundary.m
  - ellipsefit.m
  - equalize.m
  - filtergraph.m
  - findedges.m
  - findfilter.m
  - imgsegment.m
  - imgsegpyr.m
  - importimg.m
  - incidence.m
  - isosolve.m
  - knn.m
  - laplacian.m
  - lattice.m
  - latticepyramid.m
  - LICENSE.md
  - logz.m
  - makeweights.m
  - normalize.m
  - partitiongraph.m
  - pdf2graph.m
  - README.md
  - recursivepartition.m
  - removeisolated.m
  - rgbimg2vals.m
  - roach.m
  - segoutput.m
  - segoutputSV.m
  - showmesh.m
  - showvoronoi.m
  - triangulatepoints.m
  - voronoicells.m
- random_walker.m
- random_walker_superpixels.m
- README.md
- eaw.cpp
- EAW.m
- eaw.mexa64
- eaw_imp.h
- eaw_superpixels.m
- eaw_test.m
- geaw.cpp
- gEAW.m
- geaw.mexa64
- ieaw.cpp
- iEAW.m
- ieaw.mexa64
- igeaw.cpp
- igEAW.m
- igeaw.mexa64
- make.m
- makefile.m
- progressbar.m
- README.md
- CMakeLists.txt
- LICENSE.md
- README.md
- seeds2.cpp
- seeds2.h
- - edgeBoxesMex.cpp
  - edgesDetectMex.cpp
  - edgesNmsMex.cpp
- - README.md
- boxesData.m
- boxesEval.m
- edgeBoxes.m
- edgeBoxesDemo.m
- edgeBoxesSweeps.m
- edgesChns.m
- edgesDemo.m
- edgesDemoRgbd.m
- edgesDetect.m
- edgesEval.m
- edgesEvalDir.m
- edgesEvalImg.m
- edgesEvalPlot.m
- edgesSweeps.m
- edgesTrain.m
- LICENSE.md
- make.m
- README.md
- spAffinities.m
- spDemo.m
- spDetect.m
- CMakeLists.txt
- LICENSE.md
- README.md
- SLIC.cpp
- SLIC.h
- slic_opencv.cpp
- slic_opencv.h
- bsds500_convert.m
- bsds500_convert_script.m
- bsds500_relabel.m
- connected_components.h
- fash_collect_subsets.m
- fash_convert_script.m
- fash_generate_groundtruth.m
- fash_generate_images.m
- fash_imdecode.m
- fash_make_subsets.m
- im_pb_edges.m
- im_sf_edges.m
- im_statistics.m
- make.m
- nyuv2_convert.m
- nyuv2_convert_script.m
- nyuv2_crop_ground_truth.m
- nyuv2_crop_images.m
- nyuv2_find_border.m
- nyuv2_generate_depth.m
- nyuv2_generate_ground_truth.m
- nyuv2_generate_images.m
- nyuv2_mediannan.m
- nyuv2_relabel.m
- nyuv2_seg2bdry.m
- sbd_collect_subsets.m
- sbd_convert.m
- sbd_convert_script.m
- sbd_delete_unnecessary.m
- sbd_make_subsets.m
- sp_check_connected.m
- sp_contours.m
- sp_count.m
- sp_enforce_minimum_size.cpp
- sp_enforce_minimum_size.mexa64
- sp_fast_connected_relabel.cpp
- sp_fast_connected_relabel.mexa64
- sp_fast_connected_relabel_k8.cpp
- sp_fast_connected_relabel_k8.mexa64
- sp_height_width_superpixels.m
- sp_random.m
- sp_region_size_superpixels.m
- sp_relabel.m
- sunrgbd_collect_subsets.m
- sunrgbd_convert_script.m
- sunrgbd_copy_depth.m
- sunrgbd_copy_images.m
- sunrgbd_copy_intrinsics.m
- sunrgbd_generate_ground_truth.m
- sunrgbd_make_subsets.m
- sunrgbd_mediannan.m
- - computeDistanceFunction2d.c
  - computeDistanceFunction2d.m
  - computeDistanceFunction2d.mexa64
  - computeExtensionFields2d.c
  - computeExtensionFields2d.m
  - computeExtensionFields2d.mexa64
  - doHomotopicThinning.c
  - doHomotopicThinning.mexa64
  - FMM_Callback_API.h
  - FMM_Core.c
  - FMM_Core.h
  - FMM_Heap.c
  - FMM_Heap.h
  - lsm_fast_marching_method.h
  - lsm_FMM_field_extension2d.c
- clip.m
- convolve.c
- convolve.h
- corrDn.c
- corrDn.mexa64
- demo_superpixels.m
- display_contour.m
- display_logical.m
- DT.c
- DT.mexa64
- edges.c
- evolve_height_function.m
- evolve_height_function_N.m
- get_binary_img_from_seeds.m
- get_full_speed.c
- get_full_speed.mexa64
- get_initial_seeds.m
- get_speed_based_on_boundaries.m
- get_speed_based_on_gradient.m
- get_superpixel_boundaries.m
- hasToRecomputeBand.m
- height_function_change_rate.m
- height_function_der.c
- height_function_der.mexa64
- height_function_grad.c
- height_function_grad.mexa64
- local_min.c
- local_min.mexa64
- make.m
- README.md
- superpixels.m
- upConv.c
- upConv.mexa64
- wrap.c
- zero_crossing.c
- zero_crossing.mexa64
- Get_path_of_region.m
- Get_region_label.m
- Get_Regular_SP.m
- Get_Regular_SP_alt.m
- Refined_seed.m
- README.md
- vc_opencv.h
- VCells.h
- CMakeLists.txt
- vccs_opencv_pcl.cpp
- vccs_opencv_pcl.h
- CMakeLists.txt
- float.th
- generic.c
- generic.h
- host.c
- host.h
- LICENSE.md
- mathop.c
- mathop.h
- mathop_avx.c
- mathop_avx.h
- mathop_sse2.c
- mathop_sse2.h
- random.c
- random.h
- README.md
- slic.c
- slic.h
- vlslic_opencv.h
- demo_waterpixels_smil_with_parser.py
- README.md
- CMakeLists.txt
- main.cpp
- CMakeLists.txt
- main.cpp
- nc_cli.m
- nc_dispatcher.m
- nc_dispatcher.sh
- CMakeLists.txt
- main.cpp
- pf_dispatcher.sh
- poise_cli.m
- poise_dispatcher.m
- poise_dispatcher.sh
- CMakeLists.txt
- main.cpp
- qs_cli.m
- qs_dispatcher.m
- qs_dispatcher.sh
- CMakeLists.txt
- main.cpp
- CMakeLists.txt
- main.cpp
- rw_cli.m
- rw_dispatcher.m
- rw_dispatcher.sh
- seaw_cli.m
- seaw_dispatcher.m
- seaw_dispatcher.sh
- CMakeLists.txt
- main.cpp
- CMakeLists.txt
- main.cpp
- tp_cli.m
- tp_dispatcher.m
- tp_dispatcher.sh
- tps_cli.m
- tps_dispatcher.m
- tps_dispatcher.sh
- CMakeLists.txt
- main.cpp
- CMakeLists.txt
- main.cpp
- CMakeLists.txt
- main.cpp
- CMakeLists.txt
- main.cpp
- wp_dispatcher.sh
.gitignore
.gitmodules
.travis.yml
CMakeLists.txt
config.doxygen
DOXYGEN.md
lib_refh
lib_reseeds
make.m
RANKING.png
README.md

# 설치 가이드

1. 코드 내려받기

git clone https://github.com/davidstutz/superpixel-benchmark

깃허브에서 프로젝트 코드 전체를 내 컴퓨터로 내려받습니다.

cd superpixel-benchmark

방금 내려받은 프로젝트 폴더 안으로 이동합니다.

2. Docker

쉬움 추천

사전 준비물

Git GitHub에서 프로젝트 코드를 내려받으려면 필요합니다.
Docker Desktop 컨테이너를 빌드하고 실행하려면 필요합니다. 설치 후 실행해서 백그라운드에 켜두세요.

docker build -f docker/Dockerfile -t superpixel-benchmark .

Dockerfile을 기반으로 실행 가능한 이미지를 빌드합니다.

docker run -p 8080:80 superpixel-benchmark

빌드된 이미지를 실제 컨테이너로 실행합니다.

✅ 터미널에 docker compose ps 를 입력해 컨테이너들이 Up 상태인지 확인하세요. README에 포트 번호가 적혀있다면 브라우저에서 http://localhost:포트번호 로 접속해보세요.

3. CMake

보통

사전 준비물

Git GitHub에서 프로젝트 코드를 내려받으려면 필요합니다.
CMake 빌드 설정을 생성하는 도구입니다.
C/C++ 컴파일러 Windows는 Visual Studio(Community 무료), macOS는 Xcode Command Line Tools, Linux는 gcc/g++ 패키지가 필요합니다.

mkdir build && cd build

빌드 결과물을 담을 폴더를 만들고 그 안으로 이동합니다.

cmake ..

소스코드를 분석해 빌드 설정 파일을 생성합니다 (build 폴더 안에서 실행해야 함).

make

생성된 빌드 설정을 바탕으로 실제 컴파일을 진행해 실행 파일을 만듭니다.

✅ build 폴더 안에 실행 파일이 생성됐는지 확인하고, 직접 실행해보세요 (예: ./build/앱이름).

4. Make

보통

사전 준비물

Git GitHub에서 프로젝트 코드를 내려받으려면 필요합니다.
Make Linux/macOS는 보통 기본 설치되어 있습니다. Windows는 별도 설치(예: MSYS2, WSL)가 필요합니다.

cd docker

이 프로젝트의 관련 파일이 하위 폴더 안에 있어서, 먼저 그 폴더로 이동합니다.

make

생성된 빌드 설정을 바탕으로 실제 컴파일을 진행해 실행 파일을 만듭니다.

✅ 에러 없이 끝나면 성공입니다. 생성된 실행 파일을 직접 실행해보세요.

// repository documentation

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