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     42 
     43 #ifndef __OPENCV_VIDEOSTAB_MOTION_STABILIZING_HPP__
     44 #define __OPENCV_VIDEOSTAB_MOTION_STABILIZING_HPP__
     45 
     46 #include <vector>
     47 #include <utility>
     48 #include "opencv2/core.hpp"
     49 #include "opencv2/videostab/global_motion.hpp"
     50 
     51 namespace cv
     52 {
     53 namespace videostab
     54 {
     55 
     56 //! @addtogroup videostab_motion
     57 //! @{
     58 
     59 class CV_EXPORTS IMotionStabilizer
     60 {
     61 public:
     62     virtual ~IMotionStabilizer() {}
     63 
     64     //! assumes that [0, size-1) is in or equals to [range.first, range.second)
     65     virtual void stabilize(
     66             int size, const std::vector<Mat> &motions, std::pair<int,int> range,
     67             Mat *stabilizationMotions) = 0;
     68 };
     69 
     70 class CV_EXPORTS MotionStabilizationPipeline : public IMotionStabilizer
     71 {
     72 public:
     73     void pushBack(Ptr<IMotionStabilizer> stabilizer) { stabilizers_.push_back(stabilizer); }
     74     bool empty() const { return stabilizers_.empty(); }
     75 
     76     virtual void stabilize(
     77             int size, const std::vector<Mat> &motions, std::pair<int,int> range,
     78             Mat *stabilizationMotions);
     79 
     80 private:
     81     std::vector<Ptr<IMotionStabilizer> > stabilizers_;
     82 };
     83 
     84 class CV_EXPORTS MotionFilterBase : public IMotionStabilizer
     85 {
     86 public:
     87     virtual ~MotionFilterBase() {}
     88 
     89     virtual Mat stabilize(
     90             int idx, const std::vector<Mat> &motions, std::pair<int,int> range) = 0;
     91 
     92     virtual void stabilize(
     93             int size, const std::vector<Mat> &motions, std::pair<int,int> range,
     94             Mat *stabilizationMotions);
     95 };
     96 
     97 class CV_EXPORTS GaussianMotionFilter : public MotionFilterBase
     98 {
     99 public:
    100     GaussianMotionFilter(int radius = 15, float stdev = -1.f);
    101 
    102     void setParams(int radius, float stdev = -1.f);
    103     int radius() const { return radius_; }
    104     float stdev() const { return stdev_; }
    105 
    106     virtual Mat stabilize(
    107             int idx, const std::vector<Mat> &motions, std::pair<int,int> range);
    108 
    109 private:
    110     int radius_;
    111     float stdev_;
    112     std::vector<float> weight_;
    113 };
    114 
    115 inline GaussianMotionFilter::GaussianMotionFilter(int _radius, float _stdev) { setParams(_radius, _stdev); }
    116 
    117 class CV_EXPORTS LpMotionStabilizer : public IMotionStabilizer
    118 {
    119 public:
    120     LpMotionStabilizer(MotionModel model = MM_SIMILARITY);
    121 
    122     void setMotionModel(MotionModel val) { model_ = val; }
    123     MotionModel motionModel() const { return model_; }
    124 
    125     void setFrameSize(Size val) { frameSize_ = val; }
    126     Size frameSize() const { return frameSize_; }
    127 
    128     void setTrimRatio(float val) { trimRatio_ = val; }
    129     float trimRatio() const { return trimRatio_; }
    130 
    131     void setWeight1(float val) { w1_ = val; }
    132     float weight1() const { return w1_; }
    133 
    134     void setWeight2(float val) { w2_ = val; }
    135     float weight2() const { return w2_; }
    136 
    137     void setWeight3(float val) { w3_ = val; }
    138     float weight3() const { return w3_; }
    139 
    140     void setWeight4(float val) { w4_ = val; }
    141     float weight4() const { return w4_; }
    142 
    143     virtual void stabilize(
    144             int size, const std::vector<Mat> &motions, std::pair<int,int> range,
    145             Mat *stabilizationMotions);
    146 
    147 private:
    148     MotionModel model_;
    149     Size frameSize_;
    150     float trimRatio_;
    151     float w1_, w2_, w3_, w4_;
    152 
    153     std::vector<double> obj_, collb_, colub_;
    154     std::vector<int> rows_, cols_;
    155     std::vector<double> elems_, rowlb_, rowub_;
    156 
    157     void set(int row, int col, double coef)
    158     {
    159         rows_.push_back(row);
    160         cols_.push_back(col);
    161         elems_.push_back(coef);
    162     }
    163 };
    164 
    165 CV_EXPORTS Mat ensureInclusionConstraint(const Mat &M, Size size, float trimRatio);
    166 
    167 CV_EXPORTS float estimateOptimalTrimRatio(const Mat &M, Size size);
    168 
    169 //! @}
    170 
    171 } // namespace videostab
    172 } // namespace
    173 
    174 #endif
    175