Very Small Coefficients in Ellipse Curve Fitting Problem with Image Indices

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Rafi Ahmed 2021-4-18

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此问题的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/805356-very-small-coefficients-in-ellipse-curve-fitting-problem-with-image-indices

编辑： Rafi Ahmed 2021-4-18

mat_xy.mat

I was trying to use the the concept with general equation of ellipse but it yields very small values for coefficients. Can someone explain? These coefficients should be larger than the results found by the lsqnonlin function. I tried to normalize them. Nevertheless, the coefficients are very small. How can I make them larger so that, semi-major axis of the ellipse can be found correctly?

load('mat_xy.mat');
x = mat_xy(:,1); y = mat_xy(:,2);
a0 = [2 2 2 2 2 2];
options = optimset('Display','iter');
% Due to the image coordinates, x and y indices are swapped
f = @(a) a(1).*y.^2 + a(2).*x.*y + a(3).*x.^2+ a(4).*y +a(5).*x + a(6);
af = lsqnonlin(f, a0, [], [], options);