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

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Aj_ti
Aj_ti 2016 年 6 月 12 日
再開済み: Aj_ti 2016 年 6 月 13 日
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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