Lucy-Richardson algorithm

10 Ansichten (letzte 30 Tage)
Rajbir Singh
Rajbir Singh am 15 Jun. 2018
Bearbeitet: Rajbir Singh am 15 Jun. 2018
I am trying to develop an algorithm for Lucy-Richardson deconvolution, but i am facing a problem in making algorithm. The equation which i am using has been attached with this question.
close all;
clear all;
%image preprocessing
y = rgb2gray((imread('football.jpg')));
y = im2double(y);
%take disk psf
PSF = fspecial('disk', 8);
%convolve image with psf
%or use imfilter w/ 'conv'
yblur = imfilter(y,PSF);
%plot original image
figure();
subplot(2,1,1); imshow(y); title('actual image');
%plot unnoisy blurred image
subplot(2,1,2); imshow(yblur); title('blurred image');
%zero pad the psf to match the size of the blurred image
%noisy images are all the same size, thus do not require unique PSF's
newh = zeros(size(yblur));
psfsize = size(PSF);
newh(1: psfsize(1),1:psfsize(2))= PSF;
H = newh;
%Lucy-Richardson Deconvolution
I=zeros(size(y));
J=zeros(size(y));
for x=0:5
J{x}=((yblur)./(imfilter(I{x},H)));
I{x+1}=(imfilter(J{x},-H).*I{x});
end
figure
imshow(I)

Antworten (0)

Kategorien

Mehr zu Image Processing Toolbox finden Sie in Help Center und File Exchange

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by