Problem with shadow removal operation

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SHOBA MOHAN
SHOBA MOHAN on 28 Dec 2017
Commented: SHOBA MOHAN on 29 Dec 2017
I wrote matlab code for removing shadows but got the errorneous output. Can anyone please review my code and suggest the possible solutions. I am attaching the input output image and the reference paper is given in the link. <https://jivp-eurasipjournals.springeropen.com/articles/10.1186/s13640-017-0198-x >
function shadowremoval()
fontSize=14;
image=imread('inputimage.jpg');
image1=imread('foregroundimage.jpg');
image=imresize(image,[244 324]);
image1=imresize(image1,[244 324]);
% image=imresize(image,[406 646]);
% Do color conversion from rgb to hsv
x=rgb2hsv(image);
y=rgb2hsv(image1);
% Split the hsv component to h,s,v value
Hx = x(:,:,1);
Sx = x(:,:,2);
Vx = x(:,:,3);
Hy = y(:,:,1);
Sy = y(:,:,2);
Vy = y(:,:,3);
% Calculate a difference between this frame and the background.
dh=(abs(double(Hx) - double(Hy)));
ds1=(abs(double(Sx) - double(Sy)));
dv1=(abs(double(Vx) - double(Vy)));
figure;
subplot(3, 3, 1);
imshow(image1, []);
title('Inputimage', 'FontSize', fontSize);
subplot(3, 3, 2);
imshow(image, []);
title('Referenceimage', 'FontSize', fontSize);
subplot(3, 3, 3);
imshow(dh, []);
title('dh', 'FontSize', fontSize);
subplot(3, 3, 4);
imshow(ds1, []);
title('ds1', 'FontSize', fontSize);
subplot(3, 3, 5);
imshow(dv1, []);
title('dv1', 'FontSize', fontSize);
de_shadow=cat(3,dh,ds1,dv1);
%
% Perform the 'swt'
[as,hs,vs,ds] = swt2(ds1,2,'haar');
[av,hv,vv,dv] = swt2(dv1,2,'haar');
%
% %Compute the skewness value of 'swt of v'
sav=skewness(av(:));
shv=skewness(hv(:));
svv=skewness(vv(:));
sdv=skewness(dv(:));
%Compute the skewness value of 'swt of s'
sas=skewness(as(:));
shs=skewness(hs(:));
svs=skewness(vs(:));
sds=skewness(ds(:));
% %Perform the thresholding operation
b=(av>=sav);
c=(hv>=shv);
d=(vv>=svv);
e=(dv>=sdv);
%
f=(as>=sas);
g=(hs>=shs);
h=(vs>=svs);
i=(ds>=sds);
%
j=(b&f);
k=(c&g);
l=(d&h);
m=(e&i);
%Perform the inverse 'swt'operation
recv = iswt2(b,c,d,e,'haar');
recs= iswt2(j,k,l,m,'haar');
de_shadow1=cat(3,dh,recs,recv);
subplot(3, 3, 6);
imshow(de_shadow1, []);
title('deshadow1', 'FontSize', fontSize);
mask1=hsv2rgb(de_shadow1);
mask=rgb2gray(mask1);
mask=im2bw(mask);
subplot(3, 3, 7);
imshow(mask, []);
title('Grayoutput', 'FontSize', fontSize);
impixelinfo();
end
  4 Comments
SHOBA MOHAN
SHOBA MOHAN on 29 Dec 2017
@ Image Analyst Kindly refer attached output in .jpg format.

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