normal_prior.cc 2.7 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
  19. // IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
  20. // ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
  21. // LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
  22. // CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
  23. // SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
  24. // INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
  25. // CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
  26. // ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
  27. // POSSIBILITY OF SUCH DAMAGE.
  28. //
  29. // Author: sameeragarwal@google.com (Sameer Agarwal)
  30. #include "ceres/normal_prior.h"
  31. #include <cstddef>
  32. #include <utility>
  33. #include <vector>
  34. #include "ceres/internal/eigen.h"
  35. #include "ceres/types.h"
  36. #include "glog/logging.h"
  37. namespace ceres {
  38. NormalPrior::NormalPrior(const Matrix& A, Vector b) : A_(A), b_(std::move(b)) {
  39. CHECK_GT(b_.rows(), 0);
  40. CHECK_GT(A_.rows(), 0);
  41. CHECK_EQ(b_.rows(), A.cols());
  42. set_num_residuals(A_.rows());
  43. mutable_parameter_block_sizes()->push_back(b_.rows());
  44. }
  45. bool NormalPrior::Evaluate(double const* const* parameters,
  46. double* residuals,
  47. double** jacobians) const {
  48. ConstVectorRef p(parameters[0], parameter_block_sizes()[0]);
  49. VectorRef r(residuals, num_residuals());
  50. // The following line should read
  51. // r = A_ * (p - b_);
  52. // The extra eval is to get around a bug in the Eigen library.
  53. r = A_ * (p - b_).eval();
  54. if ((jacobians != nullptr) && (jacobians[0] != nullptr)) {
  55. MatrixRef(jacobians[0], num_residuals(), parameter_block_sizes()[0]) = A_;
  56. }
  57. return true;
  58. }
  59. } // namespace ceres