Toolbox Non-Local Means: batch_denoising.m - File Exchange

Code covered by the BSD License

Highlights from
Toolbox Non-Local Means

checkstrs(in, valid_strings, ... CHECKSTRS Check validity of option string.
clamp(x,a,b)
compute_best_threshold(type, ... compute_best_threshold - oracle estimation of the threshold
compute_edge_patches(w, optio... [M,delta_list,theta_list] = compute_edge_patches(w, options);
compute_impulse_noise(M,p,sig... compute_impulse_noise - add impulse noise to an image
compute_patch_library(M,w,opt...
crop(M,n,c) crop - crop an image to reduce its size
display_image_layout(Mlist, T... display_image_layout - display a set of images together
getoptions(options, name, v, ... getoptions - retrieve options parameter
image_resize(img,p1,q1) im_resize - resize an image using bicubic interpolation
imnoise(varargin) IMNOISE Add noise to image.
load_image(type, n, options) load_image - load benchmark images.
medfilt2(varargin) MEDFILT2 Perform 2-D median filtering.
mkconstarray(class, value, si... MKCONSTARRAY creates a constant array of a specified numeric class.
num2string_fixeddigit(num, d) num2string_fixeddigit - convert a number to string with a fixed number of digits
ordfilt2(varargin) ORDFILT2 Perform 2-D order-statistic filtering.
padarray(varargin) PADARRAY Pad an array.
pca(X,numvecs, options) pca - compute the principal component analysis.
perform_blsgsm_denoising(x, o... perform_blsgsm_denoising - denoise an image using BLS-GSM
perform_histogram_equalizatio... perform_histogram_equalization - perform histogram equalization
perform_lowdim_embedding(M,op... perform_lowdim_embedding - perform a patch wise dimension extension
perform_median_filtering(M,k) perform_median_filtering - perform moving average median
perform_nl_means(M, options) perform_nl_means - denoise an image using non-local Means.
perform_synthesis_quilting(X,... perform_synthesis_quilting - perform image synthesis
perform_wavelet_matching(M1,M... perform_wavelet_matching - match multiscale histograms
perform_wavelet_transform(x, ... perform_wavelet_transform - wrapper to wavelab Wavelet transform (1D/2D and orthogonal/biorthogonal).
progressbar(n,N,w) progressbar - display a progress bar
publish_html(filename, output... publish_html - publish a file to HTML format
rescale(x,a,b)
stabrnd(alpha, beta, c, delta... STABRND.M
symmetric_extension(M,k) symmetric_extension - perform a symmetric extension of the signal.
batch_denoising.m
batch_inpainting.m
batch_synthesis.m
compile_mex.m
test_denoising.m
test_edge_synthesis.m
test_impulsive.m
test_nl_inpainting.m
test_nl_synthesis.m
test_nlmeans.m
test_nlmeans_duo.m
test_patchwise.m
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from Toolbox Non-Local Means by Gabriel Peyre
A toolbox for the non-local means algorithm

batch_denoising.m

% batch for denoising

namelist = {'lena','barb','boat', 'peppers', 'mandrill', 'polygons_blurred'};
for iname=1:length(namelist);
    name = namelist{iname};
    disp(['----> Denoising ' name '.']);
    test_denoising;
end

Highlights from Toolbox Non-Local Means

Highlights from
Toolbox Non-Local Means