lie.hpp

Go to the documentation of this file.

// SPDX-FileCopyrightText: Copyright 2024 Kenji Koide
// SPDX-License-Identifier: MIT
#pragma once
 
#include <Eigen/Core>
#include <Eigen/Geometry>
 
namespace small_gicp {
 
inline Eigen::Matrix3d skew(const Eigen::Vector3d& x) {
  Eigen::Matrix3d skew = Eigen::Matrix3d::Zero();
  skew(0, 1) = -x[2];
  skew(0, 2) = x[1];
  skew(1, 0) = x[2];
  skew(1, 2) = -x[0];
  skew(2, 0) = -x[1];
  skew(2, 1) = x[0];
 
  return skew;
}
 
/*
 * SO3 expmap code taken from Sophus
 * https://github.com/strasdat/Sophus/blob/593db47500ea1a2de5f0e6579c86147991509c59/sophus/so3.hpp#L585
 *
 * Copyright 2011-2017 Hauke Strasdat
 *           2012-2017 Steven Lovegrove
 *
 * Permission is hereby granted, free of charge, to any person obtaining a copy
 * of this software and associated documentation files (the "Software"), to
 * deal in the Software without restriction, including without limitation the
 * rights  to use, copy, modify, merge, publish, distribute, sublicense, and/or
 * sell copies of the Software, and to permit persons to whom the Software is
 * furnished to do so, subject to the following conditions:
 *
 * The above copyright notice and this permission notice shall be included in
 * all copies or substantial portions of the Software.
 *
 * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
 * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
 * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
 * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
 * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
 * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS
 * IN THE SOFTWARE.
 */
 
inline Eigen::Quaterniond so3_exp(const Eigen::Vector3d& omega) {
  double theta_sq = omega.dot(omega);
 
  double imag_factor;
  double real_factor;
  if (theta_sq < 1e-10) {
    double theta_quad = theta_sq * theta_sq;
    imag_factor = 0.5 - 1.0 / 48.0 * theta_sq + 1.0 / 3840.0 * theta_quad;
    real_factor = 1.0 - 1.0 / 8.0 * theta_sq + 1.0 / 384.0 * theta_quad;
  } else {
    double theta = std::sqrt(theta_sq);
    double half_theta = 0.5 * theta;
    imag_factor = std::sin(half_theta) / theta;
    real_factor = std::cos(half_theta);
  }
 
  return Eigen::Quaterniond(real_factor, imag_factor * omega.x(), imag_factor * omega.y(), imag_factor * omega.z());
}
 
// Rotation-first
inline Eigen::Isometry3d se3_exp(const Eigen::Matrix<double, 6, 1>& a) {
  const Eigen::Vector3d omega = a.head<3>();
 
  const double theta_sq = omega.dot(omega);
  const double theta = std::sqrt(theta_sq);
 
  Eigen::Isometry3d se3 = Eigen::Isometry3d::Identity();
  se3.linear() = so3_exp(omega).toRotationMatrix();
 
  if (theta < 1e-10) {
    se3.translation() = se3.linear() * a.tail<3>();
  } else {
    const Eigen::Matrix3d Omega = skew(omega);
    const Eigen::Matrix3d V = (Eigen::Matrix3d::Identity() + (1.0 - std::cos(theta)) / theta_sq * Omega + (theta - std::sin(theta)) / (theta_sq * theta) * Omega * Omega);
    se3.translation() = V * a.tail<3>();
  }
 
  return se3;
}
 
}  // namespace small_gicp