Repository for OpenCV's extra modules
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// This file is part of OpenCV project.
// It is subject to the license terms in the LICENSE file found in the top-level directory
// of this distribution and at http://opencv.org/license.html.
#ifndef __OPENCV_TRACKING_KUHN_MUNKRES_HPP__
#define __OPENCV_TRACKING_KUHN_MUNKRES_HPP__
#include "opencv2/core.hpp"
#include <memory>
#include <vector>
namespace cv {
namespace detail {
inline namespace tracking {
///
/// \brief The KuhnMunkres class
///
/// Solves the assignment problem.
///
class KuhnMunkres {
public:
KuhnMunkres();
///
/// \brief Solves the assignment problem for given dissimilarity matrix.
/// It returns a vector that where each element is a column index for
/// corresponding row (e.g. result[0] stores optimal column index for very
/// first row in the dissimilarity matrix).
/// \param dissimilarity_matrix CV_32F dissimilarity matrix.
/// \return Optimal column index for each row. -1 means that there is no
/// column for row.
///
std::vector<size_t> Solve(const cv::Mat &dissimilarity_matrix);
private:
static constexpr int kStar = 1;
static constexpr int kPrime = 2;
cv::Mat dm_;
cv::Mat marked_;
std::vector<cv::Point> points_;
std::vector<int> is_row_visited_;
std::vector<int> is_col_visited_;
int n_;
void TrySimpleCase();
bool CheckIfOptimumIsFound();
cv::Point FindUncoveredMinValPos();
void UpdateDissimilarityMatrix(float val);
int FindInRow(int row, int what);
int FindInCol(int col, int what);
void Run();
};
}}} // namespace
#endif // #ifndef __OPENCV_TRACKING_KUHN_MUNKRES_HPP__