Fitting a plane
in [Matlab]
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From: Rachit on 20 May 2010 14:38 Hello All, I am trying to fit a plane using a set of (X,Y, Z ) co-ordinates.I am relatively new to matlab can anyone suggest me how to go ahead with the same?
From: Matt J on 20 May 2010 15:03 See this thread http://www.mathworks.com/matlabcentral/newsreader/view_thread/263635#688424
From: Roger Stafford on 20 May 2010 15:04 "Rachit " <racpsine(a)gmail.com> wrote in message <ht3vic$134$1(a)fred.mathworks.com>... > Hello All, > > I am trying to fit a plane using a set of (X,Y, Z ) co-ordinates.I am relatively new to matlab can anyone suggest me how to go ahead with the same? - - - - - - - - If you want to minimize the sum of the squares of the orthogonal distances from the points to a plane, then you can use the 'svd' function. Let us suppose that X, Y, and Z are corresponding column vectors. xm = mean(X); ym = mean(Y); zm = mean(Z); [U,S,V] = svd([X-xm,Y-ym,Z-zm],0); Then the best-fitting plane in the above sense is given by the equation V(1,3)*(x-xm) + V(2,3)*(y-ym) + V(3,3)*(z-zm) = 0 The indicated V(:,3) is the eigenvector corresponding to the smallest singular value in S and represents the best fit. Roger Stafford
From: Walter Roberson on 20 May 2010 15:09 "Rachit " <racpsine(a)gmail.com> wrote in message <ht3vic$134$1(a)fred.mathworks.com>... > I am trying to fit a plane using a set of (X,Y, Z ) co-ordinates.I am relatively new to matlab can anyone suggest me how to go ahead with the same? I am not certain that there will usually be a unique solution, but it will depend what you mean. What properties do you expect the fitted plane to have? For example, imagine that I supply coordinates for points lying in two planar squares of the same size and X Y positions, with those two planes parallel to each other in Z: then were would you want the fitted plane to lie? Half-way between the two squares and parallel to them? Diagonally through the corners of the two squares so as to maximize the number of points in each of the squares that is passed through? In the same plane as one of the squares so as to maximize the total number of original points passed through?
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