power_series_expansion_preconditioner.h 3.2 KB

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  1. // Ceres Solver - A fast non-linear least squares minimizer
  2. // Copyright 2023 Google Inc. All rights reserved.
  3. // 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,
  11. // this list of conditions and the following disclaimer in the documentation
  12. // and/or other materials provided with the distribution.
  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
  15. // specific prior written permission.
  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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  24. // INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
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  29. // Author: markshachkov@gmail.com (Mark Shachkov)
  30. #ifndef CERES_INTERNAL_POWER_SERIES_EXPANSION_PRECONDITIONER_H_
  31. #define CERES_INTERNAL_POWER_SERIES_EXPANSION_PRECONDITIONER_H_
  32. #include "ceres/implicit_schur_complement.h"
  33. #include "ceres/internal/eigen.h"
  34. #include "ceres/internal/export.h"
  35. #include "ceres/preconditioner.h"
  36. namespace ceres::internal {
  37. // This is a preconditioner via power series expansion of Schur
  38. // complement inverse based on "Weber et al, Power Bundle Adjustment for
  39. // Large-Scale 3D Reconstruction".
  40. class CERES_NO_EXPORT PowerSeriesExpansionPreconditioner
  41. : public Preconditioner {
  42. public:
  43. // TODO: Consider moving max_num_spse_iterations and spse_tolerance to
  44. // Preconditioner::Options
  45. PowerSeriesExpansionPreconditioner(const ImplicitSchurComplement* isc,
  46. const int max_num_spse_iterations,
  47. const double spse_tolerance,
  48. const Preconditioner::Options& options);
  49. PowerSeriesExpansionPreconditioner(
  50. const PowerSeriesExpansionPreconditioner&) = delete;
  51. void operator=(const PowerSeriesExpansionPreconditioner&) = delete;
  52. ~PowerSeriesExpansionPreconditioner() override;
  53. void RightMultiplyAndAccumulate(const double* x, double* y) const final;
  54. bool Update(const LinearOperator& A, const double* D) final;
  55. int num_rows() const final;
  56. private:
  57. const ImplicitSchurComplement* isc_;
  58. const int max_num_spse_iterations_;
  59. const double spse_tolerance_;
  60. const Preconditioner::Options options_;
  61. };
  62. } // namespace ceres::internal
  63. #endif // CERES_INTERNAL_POWER_SERIES_EXPANSION_PRECONDITIONER_H_