/* ---------------------------------------------------------------------------- * GTSAM Copyright 2010, Georgia Tech Research Corporation, * Atlanta, Georgia 30332-0415 * All Rights Reserved * Authors: Frank Dellaert, et al. (see THANKS for the full author list) * See LICENSE for the license information * -------------------------------------------------------------------------- */ /** * @file Pose3.cpp * @brief 3D Pose */ #include #include #include using namespace std; using namespace boost::numeric::ublas; namespace gtsam { /** Explicit instantiation of base class to export members */ INSTANTIATE_LIE(Pose3); static const Matrix I3 = eye(3), _I3=-I3, I6 = eye(6), Z3 = zeros(3, 3); /* ************************************************************************* */ // Calculate Adjoint map // Ad_pose is 6*6 matrix that when applied to twist xi, returns Ad_pose(xi) // Experimental - unit tests of derivatives based on it do not check out yet Matrix Pose3::AdjointMap() const { const Matrix R = R_.matrix(); const Vector t = t_.vector(); Matrix A = skewSymmetric(t)*R; Matrix DR = collect(2, &R, &Z3); Matrix Dt = collect(2, &A, &R); return gtsam::stack(2, &DR, &Dt); } /* ************************************************************************* */ void Pose3::print(const string& s) const { R_.print(s + ".R"); t_.print(s + ".t"); } /* ************************************************************************* */ bool Pose3::equals(const Pose3& pose, double tol) const { return R_.equals(pose.R_,tol) && t_.equals(pose.t_,tol); } /* ************************************************************************* */ #ifdef CORRECT_POSE3_EXMAP /** Modified from Murray94book version (which assumes w and v normalized?) */ template<> Pose3 expmap(const Vector& xi) { // get angular velocity omega and translational velocity v from twist xi Point3 w(xi(0),xi(1),xi(2)), v(xi(3),xi(4),xi(5)); double theta = w.norm(); if (theta < 1e-5) { static const Rot3 I; return Pose3(I, v); } else { Point3 n(w/theta); // axis unit vector Rot3 R = Rot3::rodriguez(n.vector(),theta); double vn = n.dot(v); // translation parallel to n Point3 n_cross_v = n.cross(v); // points towards axis Point3 t = (n_cross_v - R*n_cross_v)/theta + vn*n; return Pose3(R, t); } } Vector logmap(const Pose3& p) { Vector w = logmap(p.rotation()), T = p.translation().vector(); double t = norm_2(w); if (t < 1e-5) return concatVectors(2, &w, &T); else { Matrix W = skewSymmetric(w/t); Matrix Ainv = I3 - (0.5*t)*W + ((2*sin(t)-t*(1+cos(t)))/(2*sin(t))) * (W * W); Vector u = Ainv*T; return concatVectors(2, &w, &u); } } Pose3 expmap(const Pose3& T, const Vector& d) { return compose(T,Pose3::Expmap(d)); } Vector logmap(const Pose3& T1, const Pose3& T2) { return Pose3::logmap(between(T1,T2)); } #else /* ************************************************************************* */ /* incorrect versions for which we know how to compute derivatives */ Pose3 Pose3::Expmap(const Vector& d) { Vector w = sub(d, 0,3); Vector u = sub(d, 3,6); return Pose3(Rot3::Expmap(w), Point3::Expmap(u)); } /* ************************************************************************* */ // Log map at identity - return the translation and canonical rotation // coordinates of a pose. Vector Pose3::Logmap(const Pose3& p) { const Vector w = Rot3::Logmap(p.rotation()), u = Point3::Logmap(p.translation()); return concatVectors(2, &w, &u); } /** These are the "old-style" expmap and logmap about the specified * pose. Increments the offset and rotation independently given a translation and * canonical rotation coordinates. Created to match ML derivatives, but * superseded by the correct exponential map story in .cpp */ Pose3 Pose3::expmap(const Vector& d) const { return Pose3(R_.expmap(sub(d, 0, 3)), t_.expmap(sub(d, 3, 6))); } /** Independently computes the logmap of the translation and rotation. */ Vector Pose3::logmap(const Pose3& pp) const { const Vector r(R_.logmap(pp.rotation())), t(t_.logmap(pp.translation())); return concatVectors(2, &r, &t); } #endif /* ************************************************************************* */ Matrix Pose3::matrix() const { const Matrix R = R_.matrix(), T = Matrix_(3,1, t_.vector()); const Matrix A34 = collect(2, &R, &T); const Matrix A14 = Matrix_(1,4, 0.0, 0.0, 0.0, 1.0); return gtsam::stack(2, &A34, &A14); } /* ************************************************************************* */ Pose3 Pose3::transform_to(const Pose3& pose) const { Rot3 cRv = R_ * Rot3(pose.R_.inverse()); Point3 t = pose.transform_to(t_); return Pose3(cRv, t); } /* ************************************************************************* */ Point3 Pose3::transform_from(const Point3& p, boost::optional H1, boost::optional H2) const { if (H1) { #ifdef CORRECT_POSE3_EXMAP const Matrix R = R_.matrix(); Matrix DR = R*skewSymmetric(-p.x(), -p.y(), -p.z()); *H1 = collect(2,&DR,&R); #else Matrix DR; R_.rotate(p, DR, boost::none); *H1 = collect(2,&DR,&I3); #endif } if (H2) *H2 = R_.matrix(); return R_ * p + t_; } /* ************************************************************************* */ Point3 Pose3::transform_to(const Point3& p, boost::optional H1, boost::optional H2) const { const Point3 result = R_.unrotate(p - t_); if (H1) { // *H1 = Dtransform_to1(pose, p); const Point3& q = result; Matrix DR = skewSymmetric(q.x(), q.y(), q.z()); #ifdef CORRECT_POSE3_EXMAP *H1 = collect(2, &DR, &_I3); #else Matrix DT = - R_.transpose(); // negative because of sub *H1 = collect(2,&DR,&DT); #endif } if (H2) *H2 = R_.transpose(); return result; } /* ************************************************************************* */ Pose3 Pose3::compose(const Pose3& p2, boost::optional H1, boost::optional H2) const { if (H1) { #ifdef CORRECT_POSE3_EXMAP *H1 = AdjointMap(inverse(p2)); #else const Rot3& R2 = p2.rotation(); const Point3& t2 = p2.translation(); Matrix DR_R1 = R2.transpose(), DR_t1 = Z3; Matrix DR = collect(2, &DR_R1, &DR_t1); Matrix Dt; transform_from(t2, Dt, boost::none); *H1 = gtsam::stack(2, &DR, &Dt); #endif } if (H2) { #ifdef CORRECT_POSE3_EXMAP *H2 = I6; #else Matrix R1 = rotation().matrix(); Matrix DR = collect(2, &I3, &Z3); Matrix Dt = collect(2, &Z3, &R1); *H2 = gtsam::stack(2, &DR, &Dt); #endif } return (*this) * p2; } /* ************************************************************************* */ Pose3 Pose3::inverse(boost::optional H1) const { if (H1) #ifdef CORRECT_POSE3_EXMAP { *H1 = - AdjointMap(p); } #else { Matrix Rt = R_.transpose(); Matrix DR_R1 = -R_.matrix(), DR_t1 = Z3; Matrix Dt_R1 = -skewSymmetric(R_.unrotate(t_).vector()), Dt_t1 = -Rt; Matrix DR = collect(2, &DR_R1, &DR_t1); Matrix Dt = collect(2, &Dt_R1, &Dt_t1); *H1 = gtsam::stack(2, &DR, &Dt); } #endif Rot3 Rt = R_.inverse(); return Pose3(Rt, Rt*(-t_)); } /* ************************************************************************* */ // between = compose(p2,inverse(p1)); Pose3 Pose3::between(const Pose3& p2, boost::optional H1, boost::optional H2) const { Matrix invH; Pose3 invp1 = inverse(invH); Matrix composeH1; Pose3 result = invp1.compose(p2, composeH1, H2); if (H1) *H1 = composeH1 * invH; return result; } /* ************************************************************************* */ } // namespace gtsam