10ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// Ceres Solver - A fast non-linear least squares minimizer
20ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// Copyright 2010, 2011, 2012 Google Inc. All rights reserved.
30ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// http://code.google.com/p/ceres-solver/
40ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong//
50ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// Redistribution and use in source and binary forms, with or without
60ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// modification, are permitted provided that the following conditions are met:
70ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong//
80ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// * Redistributions of source code must retain the above copyright notice,
90ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong//   this list of conditions and the following disclaimer.
100ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// * Redistributions in binary form must reproduce the above copyright notice,
110ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong//   this list of conditions and the following disclaimer in the documentation
120ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong//   and/or other materials provided with the distribution.
130ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// * Neither the name of Google Inc. nor the names of its contributors may be
140ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong//   used to endorse or promote products derived from this software without
150ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong//   specific prior written permission.
160ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong//
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230ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
240ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
250ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
260ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
270ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// POSSIBILITY OF SUCH DAMAGE.
280ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong//
290ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// Author: sameeragarwal@google.com (Sameer Agarwal)
300ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong
310ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong#include "ceres/normal_prior.h"
320ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong
330ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong#include <cstddef>
340ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong#include <vector>
350ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong#include "ceres/internal/eigen.h"
360ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong#include "ceres/internal/scoped_ptr.h"
370ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong#include "ceres/types.h"
380ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong#include "glog/logging.h"
390ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong
400ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kongnamespace ceres {
410ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong
420ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus KongNormalPrior::NormalPrior(const Matrix& A, const Vector& b)
430ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong    : A_(A), b_(b) {
440ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  CHECK_GT(b_.rows(), 0);
450ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  CHECK_GT(A_.rows(), 0);
460ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  CHECK_EQ(b_.rows(), A.cols());
470ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  set_num_residuals(A_.rows());
480ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  mutable_parameter_block_sizes()->push_back(b_.rows());
490ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong}
500ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong
510ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kongbool NormalPrior::Evaluate(double const* const* parameters,
520ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong                           double* residuals,
530ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong                           double** jacobians) const {
540ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  ConstVectorRef p(parameters[0], parameter_block_sizes()[0]);
550ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  VectorRef r(residuals, num_residuals());
560ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  // The following line should read
570ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  // r = A_ * (p - b_);
580ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  // The extra eval is to get around a bug in the eigen library.
590ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  r = A_ * (p - b_).eval();
600ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  if ((jacobians != NULL) && (jacobians[0] != NULL)) {
610ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong    MatrixRef(jacobians[0], num_residuals(), parameter_block_sizes()[0]) = A_;
620ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  }
630ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  return true;
640ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong}
650ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong
660ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong}  // namespace ceres
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