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Austin Schuh70cc9552019-01-21 19:46:48 -08001// Ceres Solver - A fast non-linear least squares minimizer
Austin Schuh3de38b02024-06-25 18:25:10 -07002// Copyright 2023 Google Inc. All rights reserved.
Austin Schuh70cc9552019-01-21 19:46:48 -08003// http://ceres-solver.org/
4//
5// Redistribution and use in source and binary forms, with or without
6// modification, are permitted provided that the following conditions are met:
7//
8// * Redistributions of source code must retain the above copyright notice,
9// this list of conditions and the following disclaimer.
10// * Redistributions in binary form must reproduce the above copyright notice,
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13// * Neither the name of Google Inc. nor the names of its contributors may be
14// used to endorse or promote products derived from this software without
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16//
17// THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
18// AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
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21// LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
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24// INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
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29// Author: sameeragarwal@google.com (Sameer Agarwal)
30
31#ifndef CERES_INTERNAL_EIGEN_H_
32#define CERES_INTERNAL_EIGEN_H_
33
34#include "Eigen/Core"
35
36namespace ceres {
37
Austin Schuh3de38b02024-06-25 18:25:10 -070038using Vector = Eigen::Matrix<double, Eigen::Dynamic, 1>;
39using Matrix =
40 Eigen::Matrix<double, Eigen::Dynamic, Eigen::Dynamic, Eigen::RowMajor>;
41using VectorRef = Eigen::Map<Vector>;
42using MatrixRef = Eigen::Map<Matrix>;
43using ConstVectorRef = Eigen::Map<const Vector>;
44using ConstMatrixRef = Eigen::Map<const Matrix>;
Austin Schuh70cc9552019-01-21 19:46:48 -080045
46// Column major matrices for DenseSparseMatrix/DenseQRSolver
Austin Schuh3de38b02024-06-25 18:25:10 -070047using ColMajorMatrix =
48 Eigen::Matrix<double, Eigen::Dynamic, Eigen::Dynamic, Eigen::ColMajor>;
Austin Schuh70cc9552019-01-21 19:46:48 -080049
Austin Schuh3de38b02024-06-25 18:25:10 -070050using ColMajorMatrixRef =
51 Eigen::Map<ColMajorMatrix, 0, Eigen::Stride<Eigen::Dynamic, 1>>;
Austin Schuh70cc9552019-01-21 19:46:48 -080052
Austin Schuh3de38b02024-06-25 18:25:10 -070053using ConstColMajorMatrixRef =
54 Eigen::Map<const ColMajorMatrix, 0, Eigen::Stride<Eigen::Dynamic, 1>>;
Austin Schuh70cc9552019-01-21 19:46:48 -080055
56// C++ does not support templated typdefs, thus the need for this
57// struct so that we can support statically sized Matrix and Maps.
Austin Schuh1d1e6ea2020-12-23 21:56:30 -080058template <int num_rows = Eigen::Dynamic, int num_cols = Eigen::Dynamic>
Austin Schuh70cc9552019-01-21 19:46:48 -080059struct EigenTypes {
Austin Schuh3de38b02024-06-25 18:25:10 -070060 using Matrix =
61 Eigen::Matrix<double,
62 num_rows,
63 num_cols,
64 num_cols == 1 ? Eigen::ColMajor : Eigen::RowMajor>;
Austin Schuh70cc9552019-01-21 19:46:48 -080065
Austin Schuh3de38b02024-06-25 18:25:10 -070066 using MatrixRef = Eigen::Map<Matrix>;
67 using ConstMatrixRef = Eigen::Map<const Matrix>;
68 using Vector = Eigen::Matrix<double, num_rows, 1>;
69 using VectorRef = Eigen::Map<Eigen::Matrix<double, num_rows, 1>>;
70 using ConstVectorRef = Eigen::Map<const Eigen::Matrix<double, num_rows, 1>>;
Austin Schuh70cc9552019-01-21 19:46:48 -080071};
72
73} // namespace ceres
74
75#endif // CERES_INTERNAL_EIGEN_H_