how can i get matlab coding for wls filter
Afficher commentaires plus anciens
Example
% -------
% RGB = imread('peppers.png');
% I = double(rgb2gray(RGB));
% I = I./max(I(:));
% res = wlsFilter(I, 0.5);
% figure, imshow(I), figure, imshow(res)
% res = wlsFilter(I, 2, 2);
% figure, imshow(res)
if(~exist('L', 'var')), L = log(IN+eps); end
if(~exist('alpha', 'var')), alpha = 1.2; end
if(~exist('lambda', 'var')), lambda = 1; end
smallNum = 0.0001;
[r,c] = size(IN); k = r*c;
% Compute affinities between adjacent pixels based on gradients of L dy = diff(L, 1, 1); dy = -lambda./(abs(dy).^alpha + smallNum); dy = padarray(dy, [1 0], 'post'); dy = dy(:);
dx = diff(L, 1, 2); dx = -lambda./(abs(dx).^alpha + smallNum); dx = padarray(dx, [0 1], 'post'); dx = dx(:);
% Construct a five-point spatially inhomogeneous Laplacian matrix B(:,1) = dx; B(:,2) = dy; d = [-r,-1]; A = spdiags(B,d,k,k);
e = dx; w = padarray(dx, r, 'pre'); w = w(1:end-r); s = dy; n = padarray(dy, 1, 'pre'); n = n(1:end-1);
D = 1-(e+w+s+n); A = A + A' + spdiags(D, 0, k, k);
% Solve OUT = A\IN(:); OUT = reshape(OUT, r, c);
1 commentaire
Royi Avital
le 14 Avr 2018
Do you mean the Weighted Least Squares filter for Image Processing?
Réponses (0)
Catégories
En savoir plus sur Linear Algebra dans Centre d'aide et File Exchange
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!