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Aj_ti

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How do I develop a pseudo Zernike Moments proposed by Al-Rawi, 2010?

Asked by Aj_ti

Aj_ti (view profile)

on 12 Jun 2016
Latest activity Reopened by Aj_ti

Aj_ti (view profile)

on 13 Jun 2016
Based on the file shared here : fast computation of PZM by Sadeq al-Rawi,how do I continue the work to compute the moments based on his proposed method (mentioned in the paper 'Fast computation of pseudo Zernike moments')? I'd tried to build full code but it give me poor performance (in term of accuracy) when I implement it into face recognition system. EDIT: MY CODE IS AS FOLLOW:
img1 = imread('exp.bmp');
N = 4; %order
img =double(img1);
S = size(img, 1);
xstep = 2/(S-1);
[X ,Y] = meshgrid(0:xstep:1,0:xstep:1);
Rd = sqrt((2.*X-S+1).^2+(S-1-2.*Y).^2)/S;
theta = atan((S-1-2.*Y)/ (2.*X-S+1));
Rd = (Rd<=1).*Rd;
imshow(Rd);
Rd =[Rd(:)];
theta =[theta(:)];
Rad = pseudo_zernike_radial_polynomials(N, Rd);
op =[];
vectr = [];
prodc = [];
PZm = [];
%algorithm 2 as in al-rawi, 2010
psi = [];
arc = atan((S/2-10)/(S-20));
a = S-20;
b = S/2-10;
na = 20;
nb = S/2+10;
ay = 20;
nay = S-20;
bx = S/2+10;
nbx = S/2-10;
for m=0:N
if mod(m,2)==0
x1 = img(a,b)+img(na, nb);
x2 = img(a, nb) +img(na,b);
y1 = ((-1)^m/2)*(img(nbx, ay)+img(bx, nay));
y2 = ((-1)^m/2)*(img(bx, ay)+img(nbx, nay));
psii = cos (m*arc)*(x1+y1+x2+y2)-1j*sin(m*arc)*(x1+y1-x2-y2);
else
x1 = img(a,b)-img(na, nb);
x2 = img(a, nb) -img(na,b);
y1 = ((-1)^m/2)*(img(nbx, ay)-img(bx, nay));
y2 = ((-1)^m/2)*(img(bx, ay)-img(nbx, nay));
psii = cos(m*arc)*(x1+x2)+sin(m*arc)*(y1-y2)+1j*(cos(m*arc)*(y1+y2)-sin(m*arc)*(x1-x2));
end
psi =[psi,psii];
end
for ord = 0:N
for lpsi =1:length(psi)
prod = psi(lpsi).*Rad(ord+1,:)';
prodc = [prodc, prod];
PZmn = ((N+1)/pi)*sum(sum(prodc(:, ord+1)));
PZm = [PZm; PZmn];
end
end

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