Eigen.h

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#pragma once

#include <tuple>
#include <vector>
#include <Eigen/Core>
#include <Eigen/StdVector>

namespace Eigen {

typedef Eigen::Matrix<double, 6, 6> Matrix6d;
typedef Eigen::Matrix<double, 6, 1> Vector6d;

typedef Eigen::Matrix<double, 6, 6, Eigen::DontAlign> Matrix6d_u;
typedef Eigen::Matrix<double, 4, 4, Eigen::DontAlign> Matrix4d_u;

}  // namespace Eigen

namespace open3d {
namespace utility {

using Matrix4d_allocator = Eigen::aligned_allocator<Eigen::Matrix4d>;
using Matrix6d_allocator = Eigen::aligned_allocator<Eigen::Matrix6d>;
using Vector2d_allocator = Eigen::aligned_allocator<Eigen::Vector2d>;
using Vector4i_allocator = Eigen::aligned_allocator<Eigen::Vector4i>;
using Vector4d_allocator = Eigen::aligned_allocator<Eigen::Vector4d>;
using Vector6d_allocator = Eigen::aligned_allocator<Eigen::Vector6d>;

Eigen::Matrix4d TransformVector6dToMatrix4d(const Eigen::Vector6d &input);

Eigen::Vector6d TransformMatrix4dToVector6d(const Eigen::Matrix4d &input);

std::tuple<bool, Eigen::VectorXd> SolveLinearSystemPSD(
        const Eigen::MatrixXd &A,
        const Eigen::VectorXd &b,
        bool prefer_sparse = false,
        bool check_symmetric = false,
        bool check_det = false,
        bool check_psd = false);

std::tuple<bool, Eigen::Matrix4d> SolveJacobianSystemAndObtainExtrinsicMatrix(
        const Eigen::Matrix6d &JTJ, const Eigen::Vector6d &JTr);

std::tuple<bool, std::vector<Eigen::Matrix4d, Matrix4d_allocator>>
SolveJacobianSystemAndObtainExtrinsicMatrixArray(const Eigen::MatrixXd &JTJ,
                                                 const Eigen::VectorXd &JTr);

template <typename MatType, typename VecType>
std::tuple<MatType, VecType, double> ComputeJTJandJTr(
        std::function<void(int, VecType &, double &)> f,
        int iteration_num,
        bool verbose = true);

template <typename MatType, typename VecType>
std::tuple<MatType, VecType, double> ComputeJTJandJTr(
        std::function<
                void(int,
                     std::vector<VecType, Eigen::aligned_allocator<VecType>> &,
                     std::vector<double> &)> f,
        int iteration_num,
        bool verbose = true);

}  // namespace utility
}  // namespace open3d