Hi, i am new to fourier transform and I get this codes from file exhange, but there is 1 line of code that i don't understand, it is "error = [error; sum(sum(abs(1.32*abs(C) - abs(Target))))];"; can anyone explain it to me? Thank you.
These are the codes:
%Author :Musa AYDIN
%e-mail :maydin@fsm.edu.tr
%Fatih Sultan Mehmet Vakif University,
%Department of Computer Engineering,
%Turkey / Istanbul
% Gerchberg亡axton Algorithm
% an example an of the gs algorithm is shown in this example
%--------------------------------------------------------
% pseudo code of GS algorithm
% Gerchberg亡axton Algorithm(Source, Target, Retrieved_Phase)
% A = IFT(Target)
% while error criterion is not satisfied
% B = Amplitude(Source) * exp(i*Phase(A))
% C = FT(B)
% D = Amplitude(Target) * exp(i*Phase(C))
% A = IFT(D)
% end while
% Retrieved_Phase = Phase(A)
%---------------------------------------------------------
% %-------------------------------------------------------
% calculate input beam or input intensity,
% in this example a gaussian beam was selected,
clear all; close all;
tic;
x = linspace(-10,10,256);
y = linspace(-10,10,256);
[X,Y] = meshgrid(x,y);
x0 = 0; % center
y0 = 0; % center
sigma = 2; % beam waist
A = 1; % peak of the beam
res = ((X-x0).^2 + (Y-y0).^2)./(2*sigma^2);
input_intensity = A * exp(-res);
surf(input_intensity);
shading interp
%---------------------------------------------------------
Target=rgb2gray(imread('Sample_Image'));
Target=double(Target);
A = fftshift(ifft2(fftshift(Target)));
error = [];
iteration_num = 100;
%hologram = |objectWave + referenceWave|.^2
for i=1:iteration_num
B = abs(input_intensity) .* exp(1i*angle(A));
C = fftshift(fft2(fftshift(B)));
D = abs(Target) .* exp(1i*angle(C));
A = fftshift(ifft2(fftshift(D)));
error = [error; sum(sum(abs(1.32*abs(C) - abs(Target))))];
end
figure
subplot(2,1,1);
imshow(Target);
title('Original image')
subplot(2,1,2);
imagesc(abs(C)) %last pattern
title('reconstructed image');
figure
i = 1:1:i;
plot(i,(error'));
title('Error');
figure
imagesc(abs(C)) %last pattern
title('reconstructed image');
toc;

답변 (1개)

昕跃 张
昕跃 张 2021년 2월 8일

0 개 추천

I believe this line is used to calculate and keep track of the total error between the target image and the result (var C) after each iteration

카테고리

도움말 센터File Exchange에서 MATLAB에 대해 자세히 알아보기

질문:

2020년 8월 3일

답변:

2021년 2월 8일

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