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- // Ceres Solver - A fast non-linear least squares minimizer
- // Copyright 2023 Google Inc. All rights reserved.
- // http://ceres-solver.org/
- //
- // Redistribution and use in source and binary forms, with or without
- // modification, are permitted provided that the following conditions are met:
- //
- // * Redistributions of source code must retain the above copyright notice,
- // this list of conditions and the following disclaimer.
- // * Redistributions in binary form must reproduce the above copyright notice,
- // this list of conditions and the following disclaimer in the documentation
- // and/or other materials provided with the distribution.
- // * Neither the name of Google Inc. nor the names of its contributors may be
- // used to endorse or promote products derived from this software without
- // specific prior written permission.
- //
- // THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
- // AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
- // IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
- // ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
- // LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
- // CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
- // SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
- // INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
- // CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
- // ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
- // POSSIBILITY OF SUCH DAMAGE.
- //
- // Author: markshachkov@gmail.com (Mark Shachkov)
- #ifndef CERES_INTERNAL_POWER_SERIES_EXPANSION_PRECONDITIONER_H_
- #define CERES_INTERNAL_POWER_SERIES_EXPANSION_PRECONDITIONER_H_
- #include "ceres/implicit_schur_complement.h"
- #include "ceres/internal/eigen.h"
- #include "ceres/internal/export.h"
- #include "ceres/preconditioner.h"
- namespace ceres::internal {
- // This is a preconditioner via power series expansion of Schur
- // complement inverse based on "Weber et al, Power Bundle Adjustment for
- // Large-Scale 3D Reconstruction".
- class CERES_NO_EXPORT PowerSeriesExpansionPreconditioner
- : public Preconditioner {
- public:
- // TODO: Consider moving max_num_spse_iterations and spse_tolerance to
- // Preconditioner::Options
- PowerSeriesExpansionPreconditioner(const ImplicitSchurComplement* isc,
- const int max_num_spse_iterations,
- const double spse_tolerance,
- const Preconditioner::Options& options);
- PowerSeriesExpansionPreconditioner(
- const PowerSeriesExpansionPreconditioner&) = delete;
- void operator=(const PowerSeriesExpansionPreconditioner&) = delete;
- ~PowerSeriesExpansionPreconditioner() override;
- void RightMultiplyAndAccumulate(const double* x, double* y) const final;
- bool Update(const LinearOperator& A, const double* D) final;
- int num_rows() const final;
- private:
- const ImplicitSchurComplement* isc_;
- const int max_num_spse_iterations_;
- const double spse_tolerance_;
- const Preconditioner::Options options_;
- };
- } // namespace ceres::internal
- #endif // CERES_INTERNAL_POWER_SERIES_EXPANSION_PRECONDITIONER_H_
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