plane_fit

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Fits a plane to 3D data using singular value decomposition

Updated Mon, 10 Nov 2008 04:42:28 +0000

Fits a plane of the from z=Ax+By+C to the data and provides the coefficients A,B and C. The functions uses the svd command (singular value decomposition).

%% EXAMPLE
[x,y]=meshgrid(linspace(0,10,20),linspace(0,10,20));
a=1; b=2; c=-2;
z=(a*x)+(b*y)+c;
x=x(:); y=y(:); z=z(:);
z=z+(randn(length(z),1));
[A,B,C]=plane_fit(x,y,z);
[X,Y]=meshgrid(linspace(min(x),max(x),20),linspace(min(y),max(y),20));
Z=(A*X)+(B*Y)+C;
plot3(x,y,z,'r.'); hold on; grid on;
surf(X,Y,Z,'FaceColor','g'); alpha(0.5);
title(['a=',num2str(a), ', A=',num2str(A),', b=',num2str(b),', B=',num2str(B),', c=',num2str(c),', C=',num2str(C)]);

Cite As

Kevin Moerman (2023). plane_fit (https://www.mathworks.com/matlabcentral/fileexchange/22042-plane_fit), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2007a
Compatible with any release
Platform Compatibility
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