I have taken the source code from here and tried to modify it to fit my need. But, the filter is not working as expected. I am not being able to find the issue in my code.
What is the issue with my modified code?
Expected Output
Actual Output
Source Code
main.m
clc
close all
clear all
d=10;
order=2;
im=double(imread('tun.png'));
subplot(121)
imshow(im./255);
[r, c]=size(im);
j = homofil(im,d,order);
imshow(j);
homofil.m
function output = homofil(I, d, n)
I = double(I);
H = butter_hp_kernel(I, d, n);
alphaL = .0999;
aplhaH = 1.01;
H = ((aplhaH-alphaL).*H)+alphaL;
H = 1-H;
im_l = log2(1+I);
im_f = fft2(im_l);
im_nf = H.*im_f;
im_n = abs(ifft2(im_nf));
output = exp(im_n);
butter_hp_kernel.m
function k = butter_hp_kernel(I, Dh, n)
Height = size(I,1);
Width = size(I,2);
[u, v] = meshgrid( ...
-floor(Width/2) :floor(Width-1)/2, ...
-floor(Height/2): floor(Height-1)/2 ...
);
k = butter_hp_f(u, v, Dh, n);
function f = butter_hp_f(u, v, Dh, n)
uv = u.^2+v.^2;
Duv = sqrt(uv);
frac = Dh./Duv;
%denom = frac.^(2*n);
A=0.414; denom = A.*(frac.^(2*n));
f = 1./(1.+denom);
Input Image
I had a more detailed explanation and stackoverflow went into maintenance and I couldn't post. So here's the one-line explanation.
Your j is the wrong range: [1, 1.08] so it shows white.
Do
imshow(j, [])
or convert j withmat2gray