rknn-toolkit2-v2.1.0-2024-08-08
/
rknpu2
/examples
/3rdparty
/opencv
/opencv-linux-aarch64
/include
/opencv2
/videostab
/motion_stabilizing.hpp
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namespace cv | |
{ | |
namespace videostab | |
{ | |
//! @addtogroup videostab_motion | |
//! @{ | |
class CV_EXPORTS IMotionStabilizer | |
{ | |
public: | |
virtual ~IMotionStabilizer() {} | |
//! assumes that [0, size-1) is in or equals to [range.first, range.second) | |
virtual void stabilize( | |
int size, const std::vector<Mat> &motions, std::pair<int,int> range, | |
Mat *stabilizationMotions) = 0; | |
}; | |
class CV_EXPORTS MotionStabilizationPipeline : public IMotionStabilizer | |
{ | |
public: | |
void pushBack(Ptr<IMotionStabilizer> stabilizer) { stabilizers_.push_back(stabilizer); } | |
bool empty() const { return stabilizers_.empty(); } | |
virtual void stabilize( | |
int size, const std::vector<Mat> &motions, std::pair<int,int> range, | |
Mat *stabilizationMotions) CV_OVERRIDE; | |
private: | |
std::vector<Ptr<IMotionStabilizer> > stabilizers_; | |
}; | |
class CV_EXPORTS MotionFilterBase : public IMotionStabilizer | |
{ | |
public: | |
virtual ~MotionFilterBase() {} | |
virtual Mat stabilize( | |
int idx, const std::vector<Mat> &motions, std::pair<int,int> range) = 0; | |
virtual void stabilize( | |
int size, const std::vector<Mat> &motions, std::pair<int,int> range, | |
Mat *stabilizationMotions) CV_OVERRIDE; | |
}; | |
class CV_EXPORTS GaussianMotionFilter : public MotionFilterBase | |
{ | |
public: | |
GaussianMotionFilter(int radius = 15, float stdev = -1.f); | |
void setParams(int radius, float stdev = -1.f); | |
int radius() const { return radius_; } | |
float stdev() const { return stdev_; } | |
virtual Mat stabilize( | |
int idx, const std::vector<Mat> &motions, std::pair<int,int> range) CV_OVERRIDE; | |
private: | |
int radius_; | |
float stdev_; | |
std::vector<float> weight_; | |
}; | |
inline GaussianMotionFilter::GaussianMotionFilter(int _radius, float _stdev) { setParams(_radius, _stdev); } | |
class CV_EXPORTS LpMotionStabilizer : public IMotionStabilizer | |
{ | |
public: | |
LpMotionStabilizer(MotionModel model = MM_SIMILARITY); | |
void setMotionModel(MotionModel val) { model_ = val; } | |
MotionModel motionModel() const { return model_; } | |
void setFrameSize(Size val) { frameSize_ = val; } | |
Size frameSize() const { return frameSize_; } | |
void setTrimRatio(float val) { trimRatio_ = val; } | |
float trimRatio() const { return trimRatio_; } | |
void setWeight1(float val) { w1_ = val; } | |
float weight1() const { return w1_; } | |
void setWeight2(float val) { w2_ = val; } | |
float weight2() const { return w2_; } | |
void setWeight3(float val) { w3_ = val; } | |
float weight3() const { return w3_; } | |
void setWeight4(float val) { w4_ = val; } | |
float weight4() const { return w4_; } | |
virtual void stabilize( | |
int size, const std::vector<Mat> &motions, std::pair<int,int> range, | |
Mat *stabilizationMotions) CV_OVERRIDE; | |
private: | |
MotionModel model_; | |
Size frameSize_; | |
float trimRatio_; | |
float w1_, w2_, w3_, w4_; | |
std::vector<double> obj_, collb_, colub_; | |
std::vector<int> rows_, cols_; | |
std::vector<double> elems_, rowlb_, rowub_; | |
void set(int row, int col, double coef) | |
{ | |
rows_.push_back(row); | |
cols_.push_back(col); | |
elems_.push_back(coef); | |
} | |
}; | |
CV_EXPORTS Mat ensureInclusionConstraint(const Mat &M, Size size, float trimRatio); | |
CV_EXPORTS float estimateOptimalTrimRatio(const Mat &M, Size size); | |
//! @} | |
} // namespace videostab | |
} // namespace | |