Description: The non-local means is an algorithm introduced by A. Buades, B. Coll, J.M Morel.
The main reference for the algorithm is
A. Buades, B. Coll, J.M Morel,
A review of image denoising algorithms, with a new one ,
Multiscale Modeling and Simulation (SIAM interdisciplinary journal), Vol 4 (2), pp: 490-530, 2005.
This toolbox implements the algorithm in a fairly general way in a C file that can be called Matlab. It allows to perform the traditional NL-means for denoising (for both B&W and color images) but also to use an arbitrary set of patches to perform the denoising.
To Search:
File list (Check if you may need any files):
NL Means\.DS_Store
........\batch_denoising.m
........\batch_inpainting.m
........\batch_synthesis.m
........\compile_mex.m
........\compute_best_threshold.asv
........\compute_best_threshold.m
........\compute_edge_patches.m
........\html\.svn\all-wcprops
........\....\....\entries
........\....\....\format
........\....\....\prop-base\style.css.svn-base
........\....\....\text-base\gpeyre.xsl.svn-base
........\....\....\.........\style.css.svn-base
........\....\gpeyre.xsl
........\....\style.css
........\images\.svn\all-wcprops
........\......\....\entries
........\......\....\format
........\......\....\prop-base\corral.png.svn-base
........\......\....\.........\deadleaf-masked.png.svn-base
........\......\....\.........\fabric-masked.png.svn-base
........\......\....\.........\grass-masked.png.svn-base
........\......\....\.........\group-people.jpg.svn-base
........\......\....\.........\hair-masked.png.svn-base
........\......\....\.........\lenacoul.jpg.svn-base
........\......\....\.........\olives.png.svn-base
........\......\....\.........\reptilskin-masked.png.svn-base
........\......\....\text-base\corral.png.svn-base
........\......\....\.........\deadleaf-masked.png.svn-base
........\......\....\.........\fabric-masked.png.svn-base
........\......\....\.........\grass-masked.png.svn-base
........\......\....\.........\group-people.jpg.svn-base
........\......\....\.........\hair-masked.png.svn-base
........\......\....\.........\lenacoul.jpg.svn-base
........\......\....\.........\olives.png.svn-base
........\......\....\.........\reptilskin-masked.png.svn-base
........\......\corral.png
........\......\deadleaf-masked.png
........\......\fabric-masked.png
........\......\grass-masked.png
........\......\group-people.jpg
........\......\hair-masked.png
........\......\lenacoul.jpg
........\......\olives.png
........\......\reptilskin-masked.png
........\mex\.svn\all-wcprops
........\...\....\entries
........\...\....\format
........\...\....\prop-base\config.h.svn-base
........\...\....\.........\perform_nlmeans_mex - copie.cpp.svn-base
........\...\....\.........\perform_nlmeans_mex.cpp.svn-base
........\...\....\text-base\config.h.svn-base
........\...\....\.........\perform_nlmeans_mex - copie.cpp.svn-base
........\...\....\.........\perform_nlmeans_mex.cpp.svn-base
........\...\config.h
........\...\perform_nlmeans_mex - copie.cpp
........\...\perform_nlmeans_mex.cpp
........\perform_lowdim_embedding.m
........\perform_nlmeans_mex.mexmaci
........\perform_nlmeans_mex.mexw32
........\perform_nl_means.m
........\perform_synthesis_quilting.m
........\publish_html.m
........\readme
........\TestNLMeans.asv
........\tests\.svn\all-wcprops
........\.....\....\entries
........\.....\....\format
........\.....\....\text-base\test_denoising.m.svn-base
........\.....\....\.........\test_edge_synthesis.m.svn-base
........\.....\....\.........\test_impulsive.m.svn-base
........\.....\....\.........\test_nlmeans.m.svn-base
........\.....\....\.........\test_nlmeans_duo.m.svn-base
........\.....\....\.........\test_nl_inpainting.m.svn-base
........\.....\....\.........\test_nl_synthesis.m.svn-base
........\.....\....\.........\test_patchwise.m.svn-base
........\.....\test_denoising.m
........\.....\test_edge_synthesis.m
........\.....\test_impulsive.m
........\.....\test_nlmeans.m
........\.....\test_nlmeans_duo.m
........\.....\test_nl_inpainting.m
........\.....\test_nl_synthesis.m
........\.....\test_patchwise.m
........\.oolbox\.svn\all-wcprops
........\.......\....\entries
........\.......\....\format
........\.......\....\prop-base\barb.png.svn-base
........\.......\....\.........\clamp.m.svn-base
........\.......\....\.........\compute_patch_library.m.svn-base
........\.......\....\.........\imnoise.m.svn-base
........\.......\....\.........\load_image.m.svn-base
........\.......\....\.........\num2string_fixeddigit.m.svn-base
........\.......\....\.........\pca.m.svn-base
........\.......\....\.........\perform_image_resize.m.svn-base
........\.......\....\.........\perform_wavelet_transform.m.svn-base
Download