#define IGL_HEADER_ONLY #include <igl/readOFF.h> #include <igl/matlab/matlabinterface.h> #include <igl/viewer/Viewer.h> #include <igl/jet.h> #include <igl/cotmatrix.h> // Base mesh Eigen::MatrixXd V; Eigen::MatrixXi F; // Matlab instance Engine* engine; // Eigenvectors of the laplacian Eigen::MatrixXd EV; void plotEV(igl::Viewer& viewer, int id) { Eigen::VectorXd v = EV.col(id); v = v.array() - v.minCoeff(); v = v.array() / v.maxCoeff(); // Map to colors using jet colorramp Eigen::MatrixXd C(V.rows(),3); for (unsigned i=0; i<V.rows(); ++i) { double r,g,b; igl::jet(v(i),r,g,b); C.row(i) << r,g,b; } viewer.set_colors(C); } // This function is called every time a keyboard button is pressed bool key_down(igl::Viewer& viewer, unsigned char key, int modifier) { if (key >= '1' && key <= '9') plotEV(viewer,(key - '1') + 1); return false; } int main(int argc, char *argv[]) { // Load a mesh in OFF format igl::readOFF("../shared/3holes.off", V, F); // Launch MATLAB igl::mlinit(&engine); // Compute the discrete Laplacian operator Eigen::SparseMatrix<double> L; igl::cotmatrix(V,F,L); // Send Laplacian matrix to matlab igl::mlsetmatrix(&engine,"L",L); // Plot the laplacian matrix using matlab spy igl::mleval(&engine,"spy(L)"); // Extract the first 10 eigenvectors igl::mleval(&engine,"[EV,~] = eigs(-L,10,'sm')"); // Plot the size of EV (only for demostration purposes) std::cerr << igl::mleval(&engine,"size(EV)") << std::endl; // Retrieve the result igl::mlgetmatrix(&engine,"EV",EV); // Plot the mesh igl::Viewer viewer; viewer.callback_key_down = &key_down; viewer.set_mesh(V, F); // Plot the first non-trivial eigenvector plotEV(viewer,1); // Launch the viewer viewer.launch(); }