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eigen/test/geo_transformations.cpp

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// This file is part of Eigen, a lightweight C++ template library
// for linear algebra.
//
// Copyright (C) 2008-2009 Gael Guennebaud <gael.guennebaud@inria.fr>
//
// 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 <Eigen/Geometry>
#include <Eigen/LU>
#include <Eigen/SVD>
template <typename T>
Matrix<T, 2, 1> angleToVec(T a) {
return Matrix<T, 2, 1>(std::cos(a), std::sin(a));
}
// This permits to workaround a bug in clang/llvm code generation.
template <typename T>
EIGEN_DONT_INLINE void dont_over_optimize(T& x) {
volatile typename T::Scalar tmp = x(0);
x(0) = tmp;
}
template <typename Scalar, int Mode, int Options>
void non_projective_only() {
/* this test covers the following files:
Cross.h Quaternion.h, Transform.cpp
*/
typedef Matrix<Scalar, 3, 1> Vector3;
typedef Quaternion<Scalar> Quaternionx;
typedef AngleAxis<Scalar> AngleAxisx;
typedef Transform<Scalar, 3, Mode, Options> Transform3;
typedef DiagonalMatrix<Scalar, 3> AlignedScaling3;
typedef Translation<Scalar, 3> Translation3;
Vector3 v0 = Vector3::Random(), v1 = Vector3::Random();
Transform3 t0, t1, t2;
Scalar a = internal::random<Scalar>(-Scalar(EIGEN_PI), Scalar(EIGEN_PI));
Quaternionx q1, q2;
q1 = AngleAxisx(a, v0.normalized());
t0 = Transform3::Identity();
VERIFY_IS_APPROX(t0.matrix(), Transform3::MatrixType::Identity());
t0.linear() = q1.toRotationMatrix();
v0 << 50, 2, 1;
t0.scale(v0);
VERIFY_IS_APPROX((t0 * Vector3(1, 0, 0)).template head<3>().norm(), v0.x());
t0.setIdentity();
t1.setIdentity();
v1 << 1, 2, 3;
t0.linear() = q1.toRotationMatrix();
t0.pretranslate(v0);
t0.scale(v1);
t1.linear() = q1.conjugate().toRotationMatrix();
t1.prescale(v1.cwiseInverse());
t1.translate(-v0);
VERIFY((t0 * t1).matrix().isIdentity(test_precision<Scalar>()));
t1.fromPositionOrientationScale(v0, q1, v1);
VERIFY_IS_APPROX(t1.matrix(), t0.matrix());
VERIFY_IS_APPROX(t1 * v1, t0 * v1);
// translation * vector
t0.setIdentity();
t0.translate(v0);
VERIFY_IS_APPROX((t0 * v1).template head<3>(), Translation3(v0) * v1);
// AlignedScaling * vector
t0.setIdentity();
t0.scale(v0);
VERIFY_IS_APPROX((t0 * v1).template head<3>(), AlignedScaling3(v0) * v1);
}
template <typename Scalar, int Mode, int Options>
void transformations() {
/* this test covers the following files:
Cross.h Quaternion.h, Transform.cpp
*/
using std::abs;
using std::cos;
typedef Matrix<Scalar, 3, 3> Matrix3;
typedef Matrix<Scalar, 4, 4> Matrix4;
typedef Matrix<Scalar, 2, 1> Vector2;
typedef Matrix<Scalar, 3, 1> Vector3;
typedef Matrix<Scalar, 4, 1> Vector4;
typedef Quaternion<Scalar> Quaternionx;
typedef AngleAxis<Scalar> AngleAxisx;
typedef Transform<Scalar, 2, Mode, Options> Transform2;
typedef Transform<Scalar, 3, Mode, Options> Transform3;
typedef typename Transform3::MatrixType MatrixType;
typedef DiagonalMatrix<Scalar, 3> AlignedScaling3;
typedef Translation<Scalar, 2> Translation2;
typedef Translation<Scalar, 3> Translation3;
Vector3 v0 = Vector3::Random(), v1 = Vector3::Random();
Matrix3 matrot1, m;
Scalar a = internal::random<Scalar>(-Scalar(EIGEN_PI), Scalar(EIGEN_PI));
Scalar s0 = internal::random<Scalar>(), s1 = internal::random<Scalar>();
while (v0.norm() < test_precision<Scalar>()) v0 = Vector3::Random();
while (v1.norm() < test_precision<Scalar>()) v1 = Vector3::Random();
VERIFY_IS_APPROX(v0, AngleAxisx(a, v0.normalized()) * v0);
VERIFY_IS_APPROX(-v0, AngleAxisx(Scalar(EIGEN_PI), v0.unitOrthogonal()) * v0);
if (abs(cos(a)) > test_precision<Scalar>()) {
VERIFY_IS_APPROX(cos(a) * v0.squaredNorm(), v0.dot(AngleAxisx(a, v0.unitOrthogonal()) * v0));
}
m = AngleAxisx(a, v0.normalized()).toRotationMatrix().adjoint();
VERIFY_IS_APPROX(Matrix3::Identity(), m * AngleAxisx(a, v0.normalized()));
VERIFY_IS_APPROX(Matrix3::Identity(), AngleAxisx(a, v0.normalized()) * m);
Quaternionx q1, q2;
q1 = AngleAxisx(a, v0.normalized());
q2 = AngleAxisx(a, v1.normalized());
// rotation matrix conversion
matrot1 = AngleAxisx(Scalar(0.1), Vector3::UnitX()) * AngleAxisx(Scalar(0.2), Vector3::UnitY()) *
AngleAxisx(Scalar(0.3), Vector3::UnitZ());
VERIFY_IS_APPROX(matrot1 * v1, AngleAxisx(Scalar(0.1), Vector3(1, 0, 0)).toRotationMatrix() *
(AngleAxisx(Scalar(0.2), Vector3(0, 1, 0)).toRotationMatrix() *
(AngleAxisx(Scalar(0.3), Vector3(0, 0, 1)).toRotationMatrix() * v1)));
// angle-axis conversion
AngleAxisx aa = AngleAxisx(q1);
VERIFY_IS_APPROX(q1 * v1, Quaternionx(aa) * v1);
// The following test is stable only if 2*angle != angle and v1 is not colinear with axis
if ((abs(aa.angle()) > test_precision<Scalar>()) &&
(abs(aa.axis().dot(v1.normalized())) < (Scalar(1) - Scalar(4) * test_precision<Scalar>()))) {
VERIFY(!(q1 * v1).isApprox(Quaternionx(AngleAxisx(aa.angle() * 2, aa.axis())) * v1));
}
aa.fromRotationMatrix(aa.toRotationMatrix());
VERIFY_IS_APPROX(q1 * v1, Quaternionx(aa) * v1);
// The following test is stable only if 2*angle != angle and v1 is not colinear with axis
if ((abs(aa.angle()) > test_precision<Scalar>()) &&
(abs(aa.axis().dot(v1.normalized())) < (Scalar(1) - Scalar(4) * test_precision<Scalar>()))) {
VERIFY(!(q1 * v1).isApprox(Quaternionx(AngleAxisx(aa.angle() * 2, aa.axis())) * v1));
}
// AngleAxis
VERIFY_IS_APPROX(AngleAxisx(a, v1.normalized()).toRotationMatrix(),
Quaternionx(AngleAxisx(a, v1.normalized())).toRotationMatrix());
AngleAxisx aa1;
m = q1.toRotationMatrix();
aa1 = m;
VERIFY_IS_APPROX(AngleAxisx(m).toRotationMatrix(), Quaternionx(m).toRotationMatrix());
// Transform
// TODO complete the tests !
a = 0;
while (abs(a) < Scalar(0.1))
a = internal::random<Scalar>(-Scalar(0.4) * Scalar(EIGEN_PI), Scalar(0.4) * Scalar(EIGEN_PI));
q1 = AngleAxisx(a, v0.normalized());
Transform3 t0, t1, t2;
// first test setIdentity() and Identity()
t0.setIdentity();
VERIFY_IS_APPROX(t0.matrix(), Transform3::MatrixType::Identity());
t0.matrix().setZero();
t0 = Transform3::Identity();
VERIFY_IS_APPROX(t0.matrix(), Transform3::MatrixType::Identity());
t0.setIdentity();
t1.setIdentity();
v1 << 1, 2, 3;
t0.linear() = q1.toRotationMatrix();
t0.pretranslate(v0);
t0.scale(v1);
t1.linear() = q1.conjugate().toRotationMatrix();
t1.prescale(v1.cwiseInverse());
t1.translate(-v0);
VERIFY((t0 * t1).matrix().isIdentity(test_precision<Scalar>()));
t1.fromPositionOrientationScale(v0, q1, v1);
VERIFY_IS_APPROX(t1.matrix(), t0.matrix());
t0.setIdentity();
t0.scale(v0).rotate(q1.toRotationMatrix());
t1.setIdentity();
t1.scale(v0).rotate(q1);
VERIFY_IS_APPROX(t0.matrix(), t1.matrix());
t0.setIdentity();
t0.scale(v0).rotate(AngleAxisx(q1));
VERIFY_IS_APPROX(t0.matrix(), t1.matrix());
VERIFY_IS_APPROX(t0.scale(a).matrix(), t1.scale(Vector3::Constant(a)).matrix());
VERIFY_IS_APPROX(t0.prescale(a).matrix(), t1.prescale(Vector3::Constant(a)).matrix());
// More transform constructors, operator=, operator*=
Matrix3 mat3 = Matrix3::Random();
Matrix4 mat4;
mat4 << mat3, Vector3::Zero(), Vector4::Zero().transpose();
Transform3 tmat3(mat3), tmat4(mat4);
if (Mode != int(AffineCompact)) tmat4.matrix()(3, 3) = Scalar(1);
VERIFY_IS_APPROX(tmat3.matrix(), tmat4.matrix());
Scalar a3 = internal::random<Scalar>(-Scalar(EIGEN_PI), Scalar(EIGEN_PI));
Vector3 v3 = Vector3::Random().normalized();
AngleAxisx aa3(a3, v3);
Transform3 t3(aa3);
Transform3 t4;
t4 = aa3;
VERIFY_IS_APPROX(t3.matrix(), t4.matrix());
t4.rotate(AngleAxisx(-a3, v3));
VERIFY_IS_APPROX(t4.matrix(), MatrixType::Identity());
t4 *= aa3;
VERIFY_IS_APPROX(t3.matrix(), t4.matrix());
do {
v3 = Vector3::Random();
dont_over_optimize(v3);
} while (v3.cwiseAbs().minCoeff() < NumTraits<Scalar>::epsilon());
Translation3 tv3(v3);
Transform3 t5(tv3);
t4 = tv3;
VERIFY_IS_APPROX(t5.matrix(), t4.matrix());
t4.translate((-v3).eval());
VERIFY_IS_APPROX(t4.matrix(), MatrixType::Identity());
t4 *= tv3;
VERIFY_IS_APPROX(t5.matrix(), t4.matrix());
AlignedScaling3 sv3(v3);
Transform3 t6(sv3);
t4 = sv3;
VERIFY_IS_APPROX(t6.matrix(), t4.matrix());
t4.scale(v3.cwiseInverse());
VERIFY_IS_APPROX(t4.matrix(), MatrixType::Identity());
t4 *= sv3;
VERIFY_IS_APPROX(t6.matrix(), t4.matrix());
// matrix * transform
VERIFY_IS_APPROX((t3.matrix() * t4).matrix(), (t3 * t4).matrix());
// chained Transform product
VERIFY_IS_APPROX(((t3 * t4) * t5).matrix(), (t3 * (t4 * t5)).matrix());
// check that Transform product doesn't have aliasing problems
t5 = t4;
t5 = t5 * t5;
VERIFY_IS_APPROX(t5, t4 * t4);
// 2D transformation
Transform2 t20, t21;
Vector2 v20 = Vector2::Random();
Vector2 v21 = Vector2::Random();
for (int k = 0; k < 2; ++k)
if (abs(v21[k]) < Scalar(1e-3)) v21[k] = Scalar(1e-3);
t21.setIdentity();
t21.linear() = Rotation2D<Scalar>(a).toRotationMatrix();
VERIFY_IS_APPROX(t20.fromPositionOrientationScale(v20, a, v21).matrix(), t21.pretranslate(v20).scale(v21).matrix());
t21.setIdentity();
t21.linear() = Rotation2D<Scalar>(-a).toRotationMatrix();
VERIFY((t20.fromPositionOrientationScale(v20, a, v21) * (t21.prescale(v21.cwiseInverse()).translate(-v20)))
.matrix()
.isIdentity(test_precision<Scalar>()));
// Transform - new API
// 3D
t0.setIdentity();
t0.rotate(q1).scale(v0).translate(v0);
// mat * aligned scaling and mat * translation
t1 = (Matrix3(q1) * AlignedScaling3(v0)) * Translation3(v0);
VERIFY_IS_APPROX(t0.matrix(), t1.matrix());
t1 = (Matrix3(q1) * Eigen::Scaling(v0)) * Translation3(v0);
VERIFY_IS_APPROX(t0.matrix(), t1.matrix());
t1 = (q1 * Eigen::Scaling(v0)) * Translation3(v0);
VERIFY_IS_APPROX(t0.matrix(), t1.matrix());
// mat * transformation and aligned scaling * translation
t1 = Matrix3(q1) * (AlignedScaling3(v0) * Translation3(v0));
VERIFY_IS_APPROX(t0.matrix(), t1.matrix());
t0.setIdentity();
t0.scale(s0).translate(v0);
t1 = Eigen::Scaling(s0) * Translation3(v0);
VERIFY_IS_APPROX(t0.matrix(), t1.matrix());
t0.prescale(s0);
t1 = Eigen::Scaling(s0) * t1;
VERIFY_IS_APPROX(t0.matrix(), t1.matrix());
t0 = t3;
t0.scale(s0);
t1 = t3 * Eigen::Scaling(s0, s0, s0);
VERIFY_IS_APPROX(t0.matrix(), t1.matrix());
t0.prescale(s0);
t1 = Eigen::Scaling(s0, s0, s0) * t1;
VERIFY_IS_APPROX(t0.matrix(), t1.matrix());
t0 = t3;
t0.scale(s0);
t1 = t3 * Eigen::Scaling(s0);
VERIFY_IS_APPROX(t0.matrix(), t1.matrix());
t0.prescale(s0);
t1 = Eigen::Scaling(s0) * t1;
VERIFY_IS_APPROX(t0.matrix(), t1.matrix());
t0.setIdentity();
t0.prerotate(q1).prescale(v0).pretranslate(v0);
// translation * aligned scaling and transformation * mat
t1 = (Translation3(v0) * AlignedScaling3(v0)) * Transform3(q1);
VERIFY_IS_APPROX(t0.matrix(), t1.matrix());
// scaling * mat and translation * mat
t1 = Translation3(v0) * (AlignedScaling3(v0) * Transform3(q1));
VERIFY_IS_APPROX(t0.matrix(), t1.matrix());
t0.setIdentity();
t0.scale(v0).translate(v0).rotate(q1);
// translation * mat and aligned scaling * transformation
t1 = AlignedScaling3(v0) * (Translation3(v0) * Transform3(q1));
VERIFY_IS_APPROX(t0.matrix(), t1.matrix());
// transformation * aligned scaling
t0.scale(v0);
t1 *= AlignedScaling3(v0);
VERIFY_IS_APPROX(t0.matrix(), t1.matrix());
t1 = AlignedScaling3(v0) * (Translation3(v0) * Transform3(q1));
t1 = t1 * v0.asDiagonal();
VERIFY_IS_APPROX(t0.matrix(), t1.matrix());
// transformation * translation
t0.translate(v0);
t1 = t1 * Translation3(v0);
VERIFY_IS_APPROX(t0.matrix(), t1.matrix());
// translation * transformation
t0.pretranslate(v0);
t1 = Translation3(v0) * t1;
VERIFY_IS_APPROX(t0.matrix(), t1.matrix());
// transform * quaternion
t0.rotate(q1);
t1 = t1 * q1;
VERIFY_IS_APPROX(t0.matrix(), t1.matrix());
// translation * quaternion
t0.translate(v1).rotate(q1);
t1 = t1 * (Translation3(v1) * q1);
VERIFY_IS_APPROX(t0.matrix(), t1.matrix());
// aligned scaling * quaternion
t0.scale(v1).rotate(q1);
t1 = t1 * (AlignedScaling3(v1) * q1);
VERIFY_IS_APPROX(t0.matrix(), t1.matrix());
// quaternion * transform
t0.prerotate(q1);
t1 = q1 * t1;
VERIFY_IS_APPROX(t0.matrix(), t1.matrix());
// quaternion * translation
t0.rotate(q1).translate(v1);
t1 = t1 * (q1 * Translation3(v1));
VERIFY_IS_APPROX(t0.matrix(), t1.matrix());
// quaternion * aligned scaling
t0.rotate(q1).scale(v1);
t1 = t1 * (q1 * AlignedScaling3(v1));
VERIFY_IS_APPROX(t0.matrix(), t1.matrix());
// test transform inversion
t0.setIdentity();
t0.translate(v0);
do {
t0.linear().setRandom();
} while (t0.linear().jacobiSvd().singularValues()(2) < test_precision<Scalar>());
Matrix4 t044 = Matrix4::Zero();
t044(3, 3) = 1;
t044.block(0, 0, t0.matrix().rows(), 4) = t0.matrix();
VERIFY_IS_APPROX(t0.inverse(Affine).matrix(), t044.inverse().block(0, 0, t0.matrix().rows(), 4));
t0.setIdentity();
t0.translate(v0).rotate(q1);
t044 = Matrix4::Zero();
t044(3, 3) = 1;
t044.block(0, 0, t0.matrix().rows(), 4) = t0.matrix();
VERIFY_IS_APPROX(t0.inverse(Isometry).matrix(), t044.inverse().block(0, 0, t0.matrix().rows(), 4));
Matrix3 mat_rotation, mat_scaling;
t0.setIdentity();
t0.translate(v0).rotate(q1).scale(v1);
t0.computeRotationScaling(&mat_rotation, &mat_scaling);
VERIFY_IS_APPROX(t0.linear(), mat_rotation * mat_scaling);
VERIFY_IS_APPROX(mat_rotation * mat_rotation.adjoint(), Matrix3::Identity());
VERIFY_IS_APPROX(mat_rotation.determinant(), Scalar(1));
t0.computeScalingRotation(&mat_scaling, &mat_rotation);
VERIFY_IS_APPROX(t0.linear(), mat_scaling * mat_rotation);
VERIFY_IS_APPROX(mat_rotation * mat_rotation.adjoint(), Matrix3::Identity());
VERIFY_IS_APPROX(mat_rotation.determinant(), Scalar(1));
// test casting
Transform<float, 3, Mode> t1f = t1.template cast<float>();
VERIFY_IS_APPROX(t1f.template cast<Scalar>(), t1);
Transform<double, 3, Mode> t1d = t1.template cast<double>();
VERIFY_IS_APPROX(t1d.template cast<Scalar>(), t1);
Translation3 tr1(v0);
Translation<float, 3> tr1f = tr1.template cast<float>();
VERIFY_IS_APPROX(tr1f.template cast<Scalar>(), tr1);
Translation<double, 3> tr1d = tr1.template cast<double>();
VERIFY_IS_APPROX(tr1d.template cast<Scalar>(), tr1);
AngleAxis<float> aa1f = aa1.template cast<float>();
VERIFY_IS_APPROX(aa1f.template cast<Scalar>(), aa1);
AngleAxis<double> aa1d = aa1.template cast<double>();
VERIFY_IS_APPROX(aa1d.template cast<Scalar>(), aa1);
Rotation2D<Scalar> r2d1(internal::random<Scalar>());
Rotation2D<float> r2d1f = r2d1.template cast<float>();
VERIFY_IS_APPROX(r2d1f.template cast<Scalar>(), r2d1);
Rotation2D<double> r2d1d = r2d1.template cast<double>();
VERIFY_IS_APPROX(r2d1d.template cast<Scalar>(), r2d1);
for (int k = 0; k < 100; ++k) {
Scalar angle = internal::random<Scalar>(-100, 100);
Rotation2D<Scalar> rot2(angle);
VERIFY(rot2.smallestPositiveAngle() >= 0);
VERIFY(rot2.smallestPositiveAngle() <= Scalar(2) * Scalar(EIGEN_PI));
VERIFY_IS_APPROX(angleToVec(rot2.smallestPositiveAngle()), angleToVec(rot2.angle()));
VERIFY(rot2.smallestAngle() >= -Scalar(EIGEN_PI));
VERIFY(rot2.smallestAngle() <= Scalar(EIGEN_PI));
VERIFY_IS_APPROX(angleToVec(rot2.smallestAngle()), angleToVec(rot2.angle()));
Matrix<Scalar, 2, 2> rot2_as_mat(rot2);
Rotation2D<Scalar> rot3(rot2_as_mat);
VERIFY_IS_APPROX(angleToVec(rot2.smallestAngle()), angleToVec(rot3.angle()));
}
s0 = internal::random<Scalar>(-100, 100);
s1 = internal::random<Scalar>(-100, 100);
Rotation2D<Scalar> R0(s0), R1(s1);
t20 = Translation2(v20) * (R0 * Eigen::Scaling(s0));
t21 = Translation2(v20) * R0 * Eigen::Scaling(s0);
VERIFY_IS_APPROX(t20, t21);
t20 = Translation2(v20) * (R0 * R0.inverse() * Eigen::Scaling(s0));
t21 = Translation2(v20) * Eigen::Scaling(s0);
VERIFY_IS_APPROX(t20, t21);
VERIFY_IS_APPROX(s0, (R0.slerp(0, R1)).angle());
VERIFY_IS_APPROX(angleToVec(R1.smallestPositiveAngle()), angleToVec((R0.slerp(1, R1)).smallestPositiveAngle()));
VERIFY_IS_APPROX(R0.smallestPositiveAngle(), (R0.slerp(0.5, R0)).smallestPositiveAngle());
if (std::cos(s0) > 0)
VERIFY_IS_MUCH_SMALLER_THAN((R0.slerp(0.5, R0.inverse())).smallestAngle(), Scalar(1));
else
VERIFY_IS_APPROX(Scalar(EIGEN_PI), (R0.slerp(0.5, R0.inverse())).smallestPositiveAngle());
// Check path length
Scalar l = 0;
int path_steps = 100;
for (int k = 0; k < path_steps; ++k) {
Scalar a1 = R0.slerp(Scalar(k) / Scalar(path_steps), R1).angle();
Scalar a2 = R0.slerp(Scalar(k + 1) / Scalar(path_steps), R1).angle();
l += std::abs(a2 - a1);
}
VERIFY(l <= Scalar(EIGEN_PI) * (Scalar(1) + NumTraits<Scalar>::epsilon() * Scalar(path_steps / 2)));
// check basic features
{
Rotation2D<Scalar> r1; // default ctor
r1 = Rotation2D<Scalar>(s0); // copy assignment
VERIFY_IS_APPROX(r1.angle(), s0);
Rotation2D<Scalar> r2(r1); // copy ctor
VERIFY_IS_APPROX(r2.angle(), s0);
}
{
Transform3 t32(Matrix4::Random()), t33, t34;
t34 = t33 = t32;
t32.scale(v0);
t33 *= AlignedScaling3(v0);
VERIFY_IS_APPROX(t32.matrix(), t33.matrix());
t33 = t34 * AlignedScaling3(v0);
VERIFY_IS_APPROX(t32.matrix(), t33.matrix());
}
}
template <typename A1, typename A2, typename P, typename Q, typename V, typename H>
void transform_associativity_left(const A1& a1, const A2& a2, const P& p, const Q& q, const V& v, const H& h) {
VERIFY_IS_APPROX(q * (a1 * v), (q * a1) * v);
VERIFY_IS_APPROX(q * (a2 * v), (q * a2) * v);
VERIFY_IS_APPROX(q * (p * h).hnormalized(), ((q * p) * h).hnormalized());
}
template <typename A1, typename A2, typename P, typename Q, typename V, typename H>
void transform_associativity2(const A1& a1, const A2& a2, const P& p, const Q& q, const V& v, const H& h) {
VERIFY_IS_APPROX(a1 * (q * v), (a1 * q) * v);
VERIFY_IS_APPROX(a2 * (q * v), (a2 * q) * v);
VERIFY_IS_APPROX(p * (q * v).homogeneous(), (p * q) * v.homogeneous());
transform_associativity_left(a1, a2, p, q, v, h);
}
template <typename Scalar, int Dim, int Options, typename RotationType>
void transform_associativity(const RotationType& R) {
typedef Matrix<Scalar, Dim, 1> VectorType;
typedef Matrix<Scalar, Dim + 1, 1> HVectorType;
typedef Matrix<Scalar, Dim, Dim> LinearType;
typedef Matrix<Scalar, Dim + 1, Dim + 1> MatrixType;
typedef Transform<Scalar, Dim, AffineCompact, Options> AffineCompactType;
typedef Transform<Scalar, Dim, Affine, Options> AffineType;
typedef Transform<Scalar, Dim, Projective, Options> ProjectiveType;
typedef DiagonalMatrix<Scalar, Dim> ScalingType;
typedef Translation<Scalar, Dim> TranslationType;
AffineCompactType A1c;
A1c.matrix().setRandom();
AffineCompactType A2c;
A2c.matrix().setRandom();
AffineType A1(A1c);
AffineType A2(A2c);
ProjectiveType P1;
P1.matrix().setRandom();
VectorType v1 = VectorType::Random();
VectorType v2 = VectorType::Random();
HVectorType h1 = HVectorType::Random();
Scalar s1 = internal::random<Scalar>();
LinearType L = LinearType::Random();
MatrixType M = MatrixType::Random();
CALL_SUBTEST(transform_associativity2(A1c, A1, P1, A2, v2, h1));
CALL_SUBTEST(transform_associativity2(A1c, A1, P1, A2c, v2, h1));
CALL_SUBTEST(transform_associativity2(A1c, A1, P1, v1.asDiagonal(), v2, h1));
CALL_SUBTEST(transform_associativity2(A1c, A1, P1, ScalingType(v1), v2, h1));
CALL_SUBTEST(transform_associativity2(A1c, A1, P1, Scaling(v1), v2, h1));
CALL_SUBTEST(transform_associativity2(A1c, A1, P1, Scaling(s1), v2, h1));
CALL_SUBTEST(transform_associativity2(A1c, A1, P1, TranslationType(v1), v2, h1));
CALL_SUBTEST(transform_associativity_left(A1c, A1, P1, L, v2, h1));
CALL_SUBTEST(transform_associativity2(A1c, A1, P1, R, v2, h1));
VERIFY_IS_APPROX(A1 * (M * h1), (A1 * M) * h1);
VERIFY_IS_APPROX(A1c * (M * h1), (A1c * M) * h1);
VERIFY_IS_APPROX(P1 * (M * h1), (P1 * M) * h1);
VERIFY_IS_APPROX(M * (A1 * h1), (M * A1) * h1);
VERIFY_IS_APPROX(M * (A1c * h1), (M * A1c) * h1);
VERIFY_IS_APPROX(M * (P1 * h1), ((M * P1) * h1));
}
template <typename Scalar>
void transform_alignment() {
typedef Transform<Scalar, 3, Projective, AutoAlign> Projective3a;
typedef Transform<Scalar, 3, Projective, DontAlign> Projective3u;
EIGEN_ALIGN_MAX Scalar array1[16];
EIGEN_ALIGN_MAX Scalar array2[16];
EIGEN_ALIGN_MAX Scalar array3[16 + 1];
Scalar* array3u = array3 + 1;
Projective3a* p1 = ::new (reinterpret_cast<void*>(array1)) Projective3a;
Projective3u* p2 = ::new (reinterpret_cast<void*>(array2)) Projective3u;
Projective3u* p3 = ::new (reinterpret_cast<void*>(array3u)) Projective3u;
p1->matrix().setRandom();
*p2 = *p1;
*p3 = *p1;
VERIFY_IS_APPROX(p1->matrix(), p2->matrix());
VERIFY_IS_APPROX(p1->matrix(), p3->matrix());
VERIFY_IS_APPROX((*p1) * (*p1), (*p2) * (*p3));
}
template <typename Scalar, int Dim, int Options>
void transform_products() {
typedef Matrix<Scalar, Dim + 1, Dim + 1> Mat;
typedef Transform<Scalar, Dim, Projective, Options> Proj;
typedef Transform<Scalar, Dim, Affine, Options> Aff;
typedef Transform<Scalar, Dim, AffineCompact, Options> AffC;
Proj p;
p.matrix().setRandom();
Aff a;
a.linear().setRandom();
a.translation().setRandom();
AffC ac = a;
Mat p_m(p.matrix()), a_m(a.matrix());
VERIFY_IS_APPROX((p * p).matrix(), p_m * p_m);
VERIFY_IS_APPROX((a * a).matrix(), a_m * a_m);
VERIFY_IS_APPROX((p * a).matrix(), p_m * a_m);
VERIFY_IS_APPROX((a * p).matrix(), a_m * p_m);
VERIFY_IS_APPROX((ac * a).matrix(), a_m * a_m);
VERIFY_IS_APPROX((a * ac).matrix(), a_m * a_m);
VERIFY_IS_APPROX((p * ac).matrix(), p_m * a_m);
VERIFY_IS_APPROX((ac * p).matrix(), a_m * p_m);
}
template <typename Scalar, int Mode, int Options>
void transformations_no_scale() {
/* this test covers the following files:
Cross.h Quaternion.h, Transform.h
*/
typedef Matrix<Scalar, 3, 1> Vector3;
typedef Matrix<Scalar, 4, 1> Vector4;
typedef Quaternion<Scalar> Quaternionx;
typedef AngleAxis<Scalar> AngleAxisx;
typedef Transform<Scalar, 3, Mode, Options> Transform3;
typedef Translation<Scalar, 3> Translation3;
typedef Matrix<Scalar, 4, 4> Matrix4;
Vector3 v0 = Vector3::Random(), v1 = Vector3::Random();
Transform3 t0, t1, t2;
Scalar a = internal::random<Scalar>(-Scalar(EIGEN_PI), Scalar(EIGEN_PI));
Quaternionx q1, q2;
q1 = AngleAxisx(a, v0.normalized());
t0 = Transform3::Identity();
VERIFY_IS_APPROX(t0.matrix(), Transform3::MatrixType::Identity());
t0.setIdentity();
t1.setIdentity();
v1 = Vector3::Ones();
t0.linear() = q1.toRotationMatrix();
t0.pretranslate(v0);
t1.linear() = q1.conjugate().toRotationMatrix();
t1.translate(-v0);
VERIFY((t0 * t1).matrix().isIdentity(test_precision<Scalar>()));
t1.fromPositionOrientationScale(v0, q1, v1);
VERIFY_IS_APPROX(t1.matrix(), t0.matrix());
VERIFY_IS_APPROX(t1 * v1, t0 * v1);
// translation * vector
t0.setIdentity();
t0.translate(v0);
VERIFY_IS_APPROX((t0 * v1).template head<3>(), Translation3(v0) * v1);
// Conversion to matrix.
Transform3 t3;
t3.linear() = q1.toRotationMatrix();
t3.translation() = v1;
Matrix4 m3 = t3.matrix();
VERIFY((m3 * m3.inverse()).isIdentity(test_precision<Scalar>()));
// Verify implicit last row is initialized.
VERIFY_IS_APPROX(Vector4(m3.row(3)), Vector4(0.0, 0.0, 0.0, 1.0));
VERIFY_IS_APPROX(t3.rotation(), t3.linear());
if (Mode == Isometry) VERIFY(t3.rotation().data() == t3.linear().data());
}
template <typename Scalar, int Mode, int Options>
void transformations_computed_scaling_continuity() {
typedef Matrix<Scalar, 3, 1> Vector3;
typedef Transform<Scalar, 3, Mode, Options> Transform3;
typedef Matrix<Scalar, 3, 3> Matrix3;
// Given: two transforms that differ by '2*eps'.
Scalar eps(1e-3);
Vector3 v0 = Vector3::Random().normalized(), v1 = Vector3::Random().normalized(), v3 = Vector3::Random().normalized();
Transform3 t0, t1;
// The interesting case is when their determinants have different signs.
Matrix3 rank2 = 50 * v0 * v0.adjoint() + 20 * v1 * v1.adjoint();
t0.linear() = rank2 + eps * v3 * v3.adjoint();
t1.linear() = rank2 - eps * v3 * v3.adjoint();
// When: computing the rotation-scaling parts
Matrix3 r0, s0, r1, s1;
t0.computeRotationScaling(&r0, &s0);
t1.computeRotationScaling(&r1, &s1);
// Then: the scaling parts should differ by no more than '2*eps'.
const Scalar c(2.1); // 2 + room for rounding errors
VERIFY((s0 - s1).norm() < c * eps);
}
EIGEN_DECLARE_TEST(geo_transformations) {
for (int i = 0; i < g_repeat; i++) {
CALL_SUBTEST_1((transformations<double, Affine, AutoAlign>()));
CALL_SUBTEST_1((non_projective_only<double, Affine, AutoAlign>()));
CALL_SUBTEST_1((transformations_computed_scaling_continuity<double, Affine, AutoAlign>()));
CALL_SUBTEST_2((transformations<float, AffineCompact, AutoAlign>()));
CALL_SUBTEST_2((non_projective_only<float, AffineCompact, AutoAlign>()));
CALL_SUBTEST_2((transform_alignment<float>()));
CALL_SUBTEST_3((transformations<double, Projective, AutoAlign>()));
CALL_SUBTEST_3((transformations<double, Projective, DontAlign>()));
CALL_SUBTEST_3((transform_alignment<double>()));
CALL_SUBTEST_4((transformations<float, Affine, RowMajor | AutoAlign>()));
CALL_SUBTEST_4((non_projective_only<float, Affine, RowMajor>()));
CALL_SUBTEST_5((transformations<double, AffineCompact, RowMajor | AutoAlign>()));
CALL_SUBTEST_5((non_projective_only<double, AffineCompact, RowMajor>()));
CALL_SUBTEST_6((transformations<double, Projective, RowMajor | AutoAlign>()));
CALL_SUBTEST_6((transformations<double, Projective, RowMajor | DontAlign>()));
CALL_SUBTEST_7((transform_products<double, 3, RowMajor | AutoAlign>()));
CALL_SUBTEST_7((transform_products<float, 2, AutoAlign>()));
CALL_SUBTEST_8((transform_associativity<double, 2, ColMajor>(
Rotation2D<double>(internal::random<double>() * double(EIGEN_PI)))));
CALL_SUBTEST_8((transform_associativity<double, 3, ColMajor>(Quaterniond::UnitRandom())));
CALL_SUBTEST_9((transformations_no_scale<double, Affine, AutoAlign>()));
CALL_SUBTEST_9((transformations_no_scale<double, Isometry, AutoAlign>()));
}
}
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