scd_def.hpp

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#include <stdlib.h>
#include <math.h>
#include <vector>

namespace cv
{
/*
 * ShapeContextDescriptor class
 */
class SCD
{
public:
    //! the full constructor taking all the necessary parameters
    explicit SCD(int _nAngularBins=12, int _nRadialBins=5,
                 double _innerRadius=0.1, double _outerRadius=1, bool _rotationInvariant=false)
    {
        setAngularBins(_nAngularBins);
        setRadialBins(_nRadialBins);
        setInnerRadius(_innerRadius);
        setOuterRadius(_outerRadius);
        setRotationInvariant(_rotationInvariant);
        meanDistance = 0;
    }

    void extractSCD(cv::Mat& contour, cv::Mat& descriptors,
                    const std::vector<int>& queryInliers=std::vector<int>(),
                    const float _meanDistance=-1);

    int descriptorSize() {return nAngularBins*nRadialBins;}
    void setAngularBins(int angularBins) { nAngularBins=angularBins; }
    void setRadialBins(int radialBins) { nRadialBins=radialBins; }
    void setInnerRadius(double _innerRadius) { innerRadius=_innerRadius; }
    void setOuterRadius(double _outerRadius) { outerRadius=_outerRadius; }
    void setRotationInvariant(bool _rotationInvariant) { rotationInvariant=_rotationInvariant; }
    int getAngularBins() const { return nAngularBins; }
    int getRadialBins() const { return nRadialBins; }
    double getInnerRadius() const { return innerRadius; }
    double getOuterRadius() const { return outerRadius; }
    bool getRotationInvariant() const { return rotationInvariant; }
    float getMeanDistance() const { return meanDistance; }

private:
    int nAngularBins;
    int nRadialBins;
    double innerRadius;
    double outerRadius;
    bool rotationInvariant;
    float meanDistance;

protected:
    void logarithmicSpaces(std::vector<double>& vecSpaces) const;
    void angularSpaces(std::vector<double>& vecSpaces) const;

    void buildNormalizedDistanceMatrix(cv::Mat& contour,
                          cv::Mat& disMatrix, const std::vector<int> &queryInliers,
                          const float _meanDistance=-1);

    void buildAngleMatrix(cv::Mat& contour,
                              cv::Mat& angleMatrix) const;
};

/*
 * Matcher
 */
class SCDMatcher
{
public:
    // the full constructor
    SCDMatcher() : minMatchCost(0)
    {
    }

    // the matcher function using Hungarian method
    void matchDescriptors(cv::Mat& descriptors1,  cv::Mat& descriptors2, std::vector<cv::DMatch>& matches, cv::Ptr<cv::HistogramCostExtractor>& comparer,
                                      std::vector<int>& inliers1, std::vector<int> &inliers2);

    // matching cost
    float getMatchingCost() const {return minMatchCost;}

private:
    float minMatchCost;
protected:
    void buildCostMatrix(const cv::Mat& descriptors1, const cv::Mat& descriptors2,
                                     cv::Mat& costMatrix, cv::Ptr<cv::HistogramCostExtractor>& comparer) const;
    void hungarian(cv::Mat& costMatrix, std::vector<cv::DMatch>& outMatches, std::vector<int> &inliers1,
                   std::vector<int> &inliers2, int sizeScd1=0, int sizeScd2=0);

};

}