// This file is part of Eigen, a lightweight C++ template library // for linear algebra. // // Copyright (C) 2010-2011 Hauke Heibel <heibel@gmail.com> // // This Source Code Form is subject to the terms of the Mozilla // Public License v. 2.0. If a copy of the MPL was not distributed // with this file, You can obtain one at http://mozilla.org/MPL/2.0/. #include "main.h" #include <unsupported/Eigen/Splines> // lets do some explicit instantiations and thus // force the compilation of all spline functions... template class Spline<double, 2, Dynamic>; template class Spline<double, 3, Dynamic>; template class Spline<double, 2, 2>; template class Spline<double, 2, 3>; template class Spline<double, 2, 4>; template class Spline<double, 2, 5>; template class Spline<float, 2, Dynamic>; template class Spline<float, 3, Dynamic>; template class Spline<float, 3, 2>; template class Spline<float, 3, 3>; template class Spline<float, 3, 4>; template class Spline<float, 3, 5>; Spline<double, 2, Dynamic> closed_spline2d() { RowVectorXd knots(12); knots << 0, 0, 0, 0, 0.867193179093898, 1.660330955342408, 2.605084834823134, 3.484154586374428, 4.252699478956276, 4.252699478956276, 4.252699478956276, 4.252699478956276; MatrixXd ctrls(8,2); ctrls << -0.370967741935484, 0.236842105263158, -0.231401860693277, 0.442245185027632, 0.344361228532831, 0.773369994120753, 0.828990216203802, 0.106550882647595, 0.407270163678382, -1.043452922172848, -0.488467813584053, -0.390098582530090, -0.494657189446427, 0.054804824897884, -0.370967741935484, 0.236842105263158; ctrls.transposeInPlace(); return Spline<double, 2, Dynamic>(knots, ctrls); } /* create a reference spline */ Spline<double, 3, Dynamic> spline3d() { RowVectorXd knots(11); knots << 0, 0, 0, 0.118997681558377, 0.162611735194631, 0.498364051982143, 0.655098003973841, 0.679702676853675, 1.000000000000000, 1.000000000000000, 1.000000000000000; MatrixXd ctrls(8,3); ctrls << 0.959743958516081, 0.340385726666133, 0.585267750979777, 0.223811939491137, 0.751267059305653, 0.255095115459269, 0.505957051665142, 0.699076722656686, 0.890903252535799, 0.959291425205444, 0.547215529963803, 0.138624442828679, 0.149294005559057, 0.257508254123736, 0.840717255983663, 0.254282178971531, 0.814284826068816, 0.243524968724989, 0.929263623187228, 0.349983765984809, 0.196595250431208, 0.251083857976031, 0.616044676146639, 0.473288848902729; ctrls.transposeInPlace(); return Spline<double, 3, Dynamic>(knots, ctrls); } /* compares evaluations against known results */ void eval_spline3d() { Spline3d spline = spline3d(); RowVectorXd u(10); u << 0.351659507062997, 0.830828627896291, 0.585264091152724, 0.549723608291140, 0.917193663829810, 0.285839018820374, 0.757200229110721, 0.753729094278495, 0.380445846975357, 0.567821640725221; MatrixXd pts(10,3); pts << 0.707620811535916, 0.510258911240815, 0.417485437023409, 0.603422256426978, 0.529498282727551, 0.270351549348981, 0.228364197569334, 0.423745615677815, 0.637687289287490, 0.275556796335168, 0.350856706427970, 0.684295784598905, 0.514519311047655, 0.525077224890754, 0.351628308305896, 0.724152914315666, 0.574461155457304, 0.469860285484058, 0.529365063753288, 0.613328702656816, 0.237837040141739, 0.522469395136878, 0.619099658652895, 0.237139665242069, 0.677357023849552, 0.480655768435853, 0.422227610314397, 0.247046593173758, 0.380604672404750, 0.670065791405019; pts.transposeInPlace(); for (int i=0; i<u.size(); ++i) { Vector3d pt = spline(u(i)); VERIFY( (pt - pts.col(i)).norm() < 1e-14 ); } } /* compares evaluations on corner cases */ void eval_spline3d_onbrks() { Spline3d spline = spline3d(); RowVectorXd u = spline.knots(); MatrixXd pts(11,3); pts << 0.959743958516081, 0.340385726666133, 0.585267750979777, 0.959743958516081, 0.340385726666133, 0.585267750979777, 0.959743958516081, 0.340385726666133, 0.585267750979777, 0.430282980289940, 0.713074680056118, 0.720373307943349, 0.558074875553060, 0.681617921034459, 0.804417124839942, 0.407076008291750, 0.349707710518163, 0.617275937419545, 0.240037008286602, 0.738739390398014, 0.324554153129411, 0.302434111480572, 0.781162443963899, 0.240177089094644, 0.251083857976031, 0.616044676146639, 0.473288848902729, 0.251083857976031, 0.616044676146639, 0.473288848902729, 0.251083857976031, 0.616044676146639, 0.473288848902729; pts.transposeInPlace(); for (int i=0; i<u.size(); ++i) { Vector3d pt = spline(u(i)); VERIFY( (pt - pts.col(i)).norm() < 1e-14 ); } } void eval_closed_spline2d() { Spline2d spline = closed_spline2d(); RowVectorXd u(12); u << 0, 0.332457030395796, 0.356467130532952, 0.453562180176215, 0.648017921874804, 0.973770235555003, 1.882577647219307, 2.289408593930498, 3.511951429883045, 3.884149321369450, 4.236261590369414, 4.252699478956276; MatrixXd pts(12,2); pts << -0.370967741935484, 0.236842105263158, -0.152576775123250, 0.448975001279334, -0.133417538277668, 0.461615613865667, -0.053199060826740, 0.507630360006299, 0.114249591147281, 0.570414135097409, 0.377810316891987, 0.560497102875315, 0.665052120135908, -0.157557441109611, 0.516006487053228, -0.559763292174825, -0.379486035348887, -0.331959640488223, -0.462034726249078, -0.039105670080824, -0.378730600917982, 0.225127015099919, -0.370967741935484, 0.236842105263158; pts.transposeInPlace(); for (int i=0; i<u.size(); ++i) { Vector2d pt = spline(u(i)); VERIFY( (pt - pts.col(i)).norm() < 1e-14 ); } } void check_global_interpolation2d() { typedef Spline2d::PointType PointType; typedef Spline2d::KnotVectorType KnotVectorType; typedef Spline2d::ControlPointVectorType ControlPointVectorType; ControlPointVectorType points = ControlPointVectorType::Random(2,100); KnotVectorType chord_lengths; // knot parameters Eigen::ChordLengths(points, chord_lengths); // interpolation without knot parameters { const Spline2d spline = SplineFitting<Spline2d>::Interpolate(points,3); for (Eigen::DenseIndex i=0; i<points.cols(); ++i) { PointType pt = spline( chord_lengths(i) ); PointType ref = points.col(i); VERIFY( (pt - ref).matrix().norm() < 1e-14 ); } } // interpolation with given knot parameters { const Spline2d spline = SplineFitting<Spline2d>::Interpolate(points,3,chord_lengths); for (Eigen::DenseIndex i=0; i<points.cols(); ++i) { PointType pt = spline( chord_lengths(i) ); PointType ref = points.col(i); VERIFY( (pt - ref).matrix().norm() < 1e-14 ); } } } void test_splines() { CALL_SUBTEST( eval_spline3d() ); CALL_SUBTEST( eval_spline3d_onbrks() ); CALL_SUBTEST( eval_closed_spline2d() ); CALL_SUBTEST( check_global_interpolation2d() ); }