source: pacpussensors/trunk/Vislab/lib3dv/eigen/Eigen-install/doc/snippets/compile_LLT_solve.cpp@ 136

Last change on this file since 136 was 136, checked in by ldecherf, 7 years ago

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1#include <Eigen/Dense>
2#include <iostream>
3
4using namespace Eigen;
5using namespace std;
6
7int main(int, char**)
8{
9 cout.precision(3);
10 typedef Matrix<float,Dynamic,2> DataMatrix;
11// let's generate some samples on the 3D plane of equation z = 2x+3y (with some noise)
12DataMatrix samples = DataMatrix::Random(12,2);
13VectorXf elevations = 2*samples.col(0) + 3*samples.col(1) + VectorXf::Random(12)*0.1;
14// and let's solve samples * [x y]^T = elevations in least square sense:
15Matrix<float,2,1> xy
16 = (samples.adjoint() * samples).llt().solve((samples.adjoint()*elevations));
17cout << xy << endl;
18
19 return 0;
20}
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