whether the code written is correct for interpolation,and the snr of interpolated image calculated is correct?.and the snr calculation should include mask.

clc; clear all; close all; I = imread('mandi.tif'); imshow(I); %demosaic of image rgb = demosaic(I,'bggr'); figure,e=imshow(rgb); h = imrect(gca,[1 1 3039 2014]); f = makeConstrainToRectFcn('imrect',get(gca,'XLim'),get(gca,'YLim')); setPositionConstraintFcn(h,f); % masking mask = createMask(h,e); % SNR calculation of cfa bayer pattern image (I) m1=mean2(I(mask)) SD1=std2(I(mask)) var1=SD1^2 snrofbayerpatternimage=(m1/sqrt(var1)) % SNR calculation of true color image (J) m2=mean2(rgb(mask)) SD2=std2(rgb(mask)) var2=SD2^2 snroftruecolorimage=(m2/sqrt(var2)) [M N]=size(mask) % SNR calculation of nearest neighbor interpolated image a=rgb; b=rgb; c=rgb; a(:,:,2)=0; a(:,:,3)=0; b(:,:,1)=0; b(:,:,3)=0; c(:,:,1)=0; c(:,:,2)=0;

for i=2:1:M-1 for j=2:1:N-1

a(i,j)=a(i,j-1);

b(i,j)=b(i,j-1);

c(i,j)=c(i,j-1);

end end abc=a+b+c; figure,imshow(abc); m3=mean2(abc(mask)) SD3=std2(abc(mask)) var3=SD3^2 snrofnearestneighborinterpolation=(m3/sqrt(var3))

% SNR calculation of bilinear interpolated image a1=rgb; b1=rgb; c1=rgb; a1(:,:,2)=0; a1(:,:,3)=0; b1(:,:,1)=0; b1(:,:,3)=0; c1(:,:,1)=0; c1(:,:,2)=0; for i=2:1:M-1 for j=2:1:N-1

a1(i,j)=(a1(i-1,j)+a1(i,j-1)+a1(i,j+1)+a1(i+1,j))/4;

b1(i,j)=(b1(i-1,j)+b1(i,j-1)+b1(i,j+1)+b1(i+1,j))/4;

c1(i,j)=(c1(i-1,j)+c1(i,j-1)+c1(i,j+1)+c1(i+1,j))/4;

end end

abc1=a1+b1+c1; figure,imshow(abc1); m4=mean2(abc1(mask)) SD4=std2(abc1(mask)) var4=SD4^2 snrofbilinearinterpolatedimage=(m4/sqrt(var4))