support_measurement.cc

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// Copyright (c) 2018, ETH Zurich and UNC Chapel Hill.
// All rights reserved.
//
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// modification, are permitted provided that the following conditions are met:
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//     * Neither the name of ETH Zurich and UNC Chapel Hill nor the names of
//       its contributors may be used to endorse or promote products derived
//       from this software without specific prior written permission.
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// THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
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// LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
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// Author: Johannes L. Schoenberger (jsch-at-demuc-dot-de)
 
#include "optim/support_measurement.h"
 
namespace colmap {
 
InlierSupportMeasurer::Support InlierSupportMeasurer::Evaluate(
    const std::vector<double>& residuals, const double max_residual) {
  Support support;
  support.num_inliers = 0;
  support.residual_sum = 0;
 
  for (const auto residual : residuals) {
    if (residual <= max_residual) {
      support.num_inliers += 1;
      support.residual_sum += residual;
    }
  }
 
  return support;
}
 
bool InlierSupportMeasurer::Compare(const Support& support1,
                                    const Support& support2) {
  if (support1.num_inliers > support2.num_inliers) {
    return true;
  } else {
    return support1.num_inliers == support2.num_inliers &&
           support1.residual_sum < support2.residual_sum;
  }
}
 
MEstimatorSupportMeasurer::Support MEstimatorSupportMeasurer::Evaluate(
    const std::vector<double>& residuals, const double max_residual) {
  Support support;
  support.num_inliers = 0;
  support.score = 0;
 
  for (const auto residual : residuals) {
    if (residual <= max_residual) {
      support.num_inliers += 1;
      support.score += residual;
    } else {
      support.score += max_residual;
    }
  }
 
  return support;
}
 
bool MEstimatorSupportMeasurer::Compare(const Support& support1,
                                        const Support& support2) {
  return support1.score < support2.score;
}
}  // namespace colmap