#include #include #include #include #include #include #include "tutorial_shared_path.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& 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= '1' && key <= '9') plotEV(viewer,(key - '1') + 1); return false; } int main(int argc, char *argv[]) { // Load a mesh in OFF format igl::readOFF(TUTORIAL_SHARED_PATH "/3holes.off", V, F); // Launch MATLAB igl::matlab::mlinit(&engine); // Compute the discrete Laplacian operator Eigen::SparseMatrix L; igl::cotmatrix(V,F,L); // Send Laplacian matrix to matlab igl::matlab::mlsetmatrix(&engine,"L",L); // Plot the laplacian matrix using matlab spy igl::matlab::mleval(&engine,"spy(L)"); // Extract the first 10 eigenvectors igl::matlab::mleval(&engine,"[EV,~] = eigs(-L,10,'sm')"); // Plot the size of EV (only for demostration purposes) std::cerr << igl::matlab::mleval(&engine,"size(EV)") << std::endl; // Retrieve the result igl::matlab::mlgetmatrix(&engine,"EV",EV); // Plot the mesh igl::viewer::Viewer viewer; viewer.callback_key_down = &key_down; viewer.data.set_mesh(V, F); // Plot the first non-trivial eigenvector plotEV(viewer,1); // Launch the viewer viewer.launch(); }