ceres-solver-v1 / colmap /src /optim /support_measurement.h
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// Copyright (c) 2022, ETH Zurich and UNC Chapel Hill.
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// Author: Johannes L. Schoenberger (jsch-at-demuc-dot-de)
#ifndef COLMAP_SRC_OPTIM_SUPPORT_MEASUREMENT_H_
#define COLMAP_SRC_OPTIM_SUPPORT_MEASUREMENT_H_
#include <cstddef>
#include <limits>
#include <vector>
namespace colmap {
// Measure the support of a model by counting the number of inliers and
// summing all inlier residuals. The support is better if it has more inliers
// and a smaller residual sum.
struct InlierSupportMeasurer {
struct Support {
// The number of inliers.
size_t num_inliers = 0;
// The sum of all inlier residuals.
double residual_sum = std::numeric_limits<double>::max();
};
// Compute the support of the residuals.
Support Evaluate(const std::vector<double>& residuals,
const double max_residual);
// Compare the two supports and return the better support.
bool Compare(const Support& support1, const Support& support2);
};
// Measure the support of a model by its fitness to the data as used in MSAC.
// A support is better if it has a smaller MSAC score.
struct MEstimatorSupportMeasurer {
struct Support {
// The number of inliers.
size_t num_inliers = 0;
// The MSAC score, defined as the truncated sum of residuals.
double score = std::numeric_limits<double>::max();
};
// Compute the support of the residuals.
Support Evaluate(const std::vector<double>& residuals,
const double max_residual);
// Compare the two supports and return the better support.
bool Compare(const Support& support1, const Support& support2);
};
} // namespace colmap
#endif // COLMAP_SRC_OPTIM_SUPPORT_MEASUREMENT_H_