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@ -43,6 +43,15 @@ public:
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HessianFactor(js, Gs, gs, f) {
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}
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/** Construct a binary factor. Gxx are the upper-triangle blocks of the
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* quadratic term (the Hessian matrix), gx the pieces of the linear vector
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* term, and f the constant term.
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*/
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RegularHessianFactor(Key j1, Key j2, const Matrix& G11, const Matrix& G12,
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const Vector& g1, const Matrix& G22, const Vector& g2, double f) :
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HessianFactor(j1, j2, G11, G12, g1, G22, g2, f) {
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}
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/** Constructor with an arbitrary number of keys and with the augmented information matrix
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* specified as a block matrix. */
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template<typename KEYS>
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@ -172,6 +181,13 @@ public:
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}
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}
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/* ************************************************************************* */
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}; // end class RegularHessianFactor
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// traits
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template<size_t D> struct traits<RegularHessianFactor<D> > : public Testable<
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RegularHessianFactor<D> > {
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};
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}
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@ -89,18 +89,27 @@ public:
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const KeyFormatter& keyFormatter = DefaultKeyFormatter) const {
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std::cout << " RegularImplicitSchurFactor " << std::endl;
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Factor::print(s);
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std::cout << " PointCovariance_ \n" << PointCovariance_ << std::endl;
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std::cout << " E_ \n" << E_ << std::endl;
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std::cout << " b_ \n" << b_.transpose() << std::endl;
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for (size_t pos = 0; pos < size(); ++pos) {
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std::cout << "Fblock:\n" << Fblocks_[pos].second << std::endl;
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}
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std::cout << "PointCovariance:\n" << PointCovariance_ << std::endl;
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std::cout << "E:\n" << E_ << std::endl;
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std::cout << "b:\n" << b_.transpose() << std::endl;
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}
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/// equals
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bool equals(const GaussianFactor& lf, double tol) const {
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if (!dynamic_cast<const RegularImplicitSchurFactor*>(&lf))
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return false;
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else {
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const This* f = dynamic_cast<const This*>(&lf);
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if (!f)
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return false;
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for (size_t pos = 0; pos < size(); ++pos) {
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if (keys_[pos] != f->keys_[pos]) return false;
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if (Fblocks_[pos].first != f->Fblocks_[pos].first) return false;
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if (!equal_with_abs_tol(Fblocks_[pos].second,f->Fblocks_[pos].second,tol)) return false;
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}
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return equal_with_abs_tol(PointCovariance_, f->PointCovariance_, tol)
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&& equal_with_abs_tol(E_, f->E_, tol)
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&& equal_with_abs_tol(b_, f->b_, tol);
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}
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/// Degrees of freedom of camera
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@ -460,7 +469,12 @@ public:
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};
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// RegularImplicitSchurFactor
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// end class RegularImplicitSchurFactor
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// traits
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template<size_t D> struct traits<RegularImplicitSchurFactor<D> > : public Testable<
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RegularImplicitSchurFactor<D> > {
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};
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}
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@ -380,6 +380,84 @@ TEST( SmartProjectionPoseFactor, smartFactorWithSensorBodyTransform ){
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EXPECT(assert_equal(bodyPose3,result.at<Pose3>(x3)));
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}
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/* *************************************************************************/
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TEST( SmartProjectionPoseFactor, Factors ){
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// Default cameras for simple derivatives
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Rot3 R;
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static Cal3_S2::shared_ptr K(new Cal3_S2(100, 100, 0, 0, 0));
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SimpleCamera cam1(Pose3(R,Point3(0,0,0)),*K), cam2(Pose3(R,Point3(1,0,0)),*K);
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// one landmarks 1m in front of camera
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Point3 landmark1(0,0,10);
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vector<Point2> measurements_cam1;
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// Project 2 landmarks into 2 cameras
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cout << cam1.project(landmark1) << endl;
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cout << cam2.project(landmark1) << endl;
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measurements_cam1.push_back(cam1.project(landmark1));
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measurements_cam1.push_back(cam2.project(landmark1));
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// Create smart factors
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std::vector<Key> views;
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views.push_back(x1);
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views.push_back(x2);
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SmartFactor::shared_ptr smartFactor1 = boost::make_shared<SmartFactor>();
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smartFactor1->add(measurements_cam1, views, model, K);
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SmartFactor::Cameras cameras;
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cameras.push_back(cam1);
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cameras.push_back(cam2);
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// Make sure triangulation works
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LONGS_EQUAL(2,smartFactor1->triangulateSafe(cameras));
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CHECK(!smartFactor1->isDegenerate());
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CHECK(!smartFactor1->isPointBehindCamera());
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boost::optional<Point3> p = smartFactor1->point();
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CHECK(p);
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EXPECT(assert_equal(landmark1,*p));
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{
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// RegularHessianFactor<6>
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Matrix66 G11; G11.setZero(); G11(0,0) = 100; G11(0,4) = -10; G11(4,0) = -10; G11(4,4) = 1;
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Matrix66 G12; G12 = -G11; G12(0,2) = -10; G12(4,2) = 1;
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Matrix66 G22; G22 = G11; G22(0,2) = 10; G22(2,0) = 10; G22(2,2) = 1; G22(2,4) = -1; G22(4,2) = -1;
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Vector6 g1; g1.setZero();
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Vector6 g2; g2.setZero();
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double f = 0;
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RegularHessianFactor<6> expected(x1, x2, 50 * G11, 50 * G12, g1, 50 * G22, g2, f);
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boost::shared_ptr<RegularHessianFactor<6> > actual =
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smartFactor1->createHessianFactor(cameras, 0.0);
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CHECK(assert_equal(expected.information(),actual->information(),1e-8));
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CHECK(assert_equal(expected,*actual,1e-8));
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}
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{
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// RegularImplicitSchurFactor<6>
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Matrix26 F1; F1.setZero(); F1(0,1)=-100; F1(0,3)=-10; F1(1,0)=100; F1(1,4)=-10;
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Matrix26 F2; F2.setZero(); F2(0,1)=-101; F2(0,3)=-10; F2(0,5)=-1; F2(1,0)=100; F2(1,2)=10; F2(1,4)=-10;
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Matrix43 E; E.setZero(); E(0,0)=10; E(1,1)=10; E(2,0)=10; E(2,2)=1;E(3,1)=10;
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const vector<pair<Key, Matrix26> > Fblocks = list_of<pair<Key, Matrix> > //
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(make_pair(x1, F1))(make_pair(x2, F2));
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Matrix3 P = (E.transpose() * E).inverse();
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Vector4 b; b.setZero();
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RegularImplicitSchurFactor<6> expected(Fblocks, E, P, b);
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boost::shared_ptr<RegularImplicitSchurFactor<6> > actual =
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smartFactor1->createRegularImplicitSchurFactor(cameras, 0.0);
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CHECK(actual);
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CHECK(assert_equal(expected,*actual));
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}
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}
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/* *************************************************************************/
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TEST( SmartProjectionPoseFactor, 3poses_iterative_smart_projection_factor ){
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