Files
igl/tutorial/306_EigenDecomposition/main.cpp
T
2015-07-29 14:07:56 +02:00

70 lines
1.7 KiB
C++

#include <igl/eigs.h>
#include <igl/cotmatrix.h>
#include <igl/massmatrix.h>
#include <igl/Viewer/viewer.h>
#include <igl/parula.h>
#include <igl/read_triangle_mesh.h>
#include <Eigen/Sparse>
#include <iostream>
#include <queue>
Eigen::MatrixXd V,U;
Eigen::MatrixXi F;
int c=0;
double bbd = 1;
bool twod = 0;
int main(int argc, char * argv[])
{
using namespace Eigen;
using namespace std;
using namespace igl;
VectorXd D;
if(!read_triangle_mesh("../shared/beetle.off",V,F))
{
cout<<"failed to load mesh"<<endl;
}
twod = V.col(2).minCoeff()==V.col(2).maxCoeff();
bbd = (V.colwise().maxCoeff()-V.colwise().minCoeff()).norm();
SparseMatrix<double> L,M;
cotmatrix(V,F,L);
L = (-L).eval();
massmatrix(V,F,MASSMATRIX_TYPE_DEFAULT,M);
const size_t k = 5;
if(!eigs(L,M,k+1,EIGS_TYPE_SM,U,D))
{
cout<<"failed."<<endl;
}
U = ((U.array()-U.minCoeff())/(U.maxCoeff()-U.minCoeff())).eval();
igl::viewer::Viewer viewer;
viewer.callback_key_down = [&](igl::viewer::Viewer & viewer,unsigned char key,int)->bool
{
switch(key)
{
default:
return false;
case ' ':
{
U = U.rightCols(k).eval();
// Rescale eigen vectors for visualization
VectorXd Z =
bbd*0.5*U.col(c);
Eigen::MatrixXd C;
igl::parula(U.col(c).eval(),false,C);
c = (c+1)%U.cols();
if(twod)
{
V.col(2) = Z;
}
viewer.data.set_mesh(V,F);
viewer.data.compute_normals();
viewer.data.set_colors(C);
return true;
}
}
};
viewer.callback_key_down(viewer,' ',0);
viewer.core.show_lines = false;
viewer.launch();
}