Added support of homography estimation into videostab module

This commit is contained in:
Alexey Spizhevoy
2012-04-04 11:45:16 +00:00
parent ecb1f0e288
commit efa0717d01
8 changed files with 114 additions and 34 deletions

View File

@@ -58,7 +58,9 @@ enum MotionModel
TRANSLATION = 0,
TRANSLATION_AND_SCALE = 1,
LINEAR_SIMILARITY = 2,
AFFINE = 3
AFFINE = 3,
HOMOGRAPHY = 4,
UNKNOWN = 5
};
CV_EXPORTS Mat estimateGlobalMotionLeastSquares(
@@ -76,10 +78,11 @@ struct CV_EXPORTS RansacParams
RansacParams(int size, float thresh, float eps, float prob)
: size(size), thresh(thresh), eps(eps), prob(prob) {}
static RansacParams translationMotionStd() { return RansacParams(2, 0.5f, 0.5f, 0.99f); }
static RansacParams translation2dMotionStd() { return RansacParams(2, 0.5f, 0.5f, 0.99f); }
static RansacParams translationAndScale2dMotionStd() { return RansacParams(3, 0.5f, 0.5f, 0.99f); }
static RansacParams linearSimilarityMotionStd() { return RansacParams(4, 0.5f, 0.5f, 0.99f); }
static RansacParams linearSimilarity2dMotionStd() { return RansacParams(4, 0.5f, 0.5f, 0.99f); }
static RansacParams affine2dMotionStd() { return RansacParams(6, 0.5f, 0.5f, 0.99f); }
static RansacParams homography2dMotionStd() { return RansacParams(8, 0.5f, 0.5f, 0.99f); }
};
CV_EXPORTS Mat estimateGlobalMotionRobust(
@@ -87,14 +90,22 @@ CV_EXPORTS Mat estimateGlobalMotionRobust(
int model = AFFINE, const RansacParams &params = RansacParams::affine2dMotionStd(),
float *rmse = 0, int *ninliers = 0);
class CV_EXPORTS IGlobalMotionEstimator
class CV_EXPORTS GlobalMotionEstimatorBase
{
public:
virtual ~IGlobalMotionEstimator() {}
GlobalMotionEstimatorBase() : motionModel_(UNKNOWN) {}
virtual ~GlobalMotionEstimatorBase() {}
virtual void setMotionModel(MotionModel val) { motionModel_ = val; }
virtual MotionModel motionModel() const { return motionModel_; }
virtual Mat estimate(const Mat &frame0, const Mat &frame1) = 0;
protected:
MotionModel motionModel_;
};
class CV_EXPORTS PyrLkRobustMotionEstimator : public IGlobalMotionEstimator
class CV_EXPORTS PyrLkRobustMotionEstimator : public GlobalMotionEstimatorBase
{
public:
PyrLkRobustMotionEstimator();
@@ -105,9 +116,6 @@ public:
void setOptFlowEstimator(Ptr<ISparseOptFlowEstimator> val) { optFlowEstimator_ = val; }
Ptr<ISparseOptFlowEstimator> optFlowEstimator() const { return optFlowEstimator_; }
void setMotionModel(MotionModel val) { motionModel_ = val; }
MotionModel motionModel() const { return motionModel_; }
void setRansacParams(const RansacParams &val) { ransacParams_ = val; }
RansacParams ransacParams() const { return ransacParams_; }
@@ -122,7 +130,6 @@ public:
private:
Ptr<FeatureDetector> detector_;
Ptr<ISparseOptFlowEstimator> optFlowEstimator_;
MotionModel motionModel_;
RansacParams ransacParams_;
std::vector<uchar> status_;
std::vector<KeyPoint> keypointsPrev_;

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@@ -47,6 +47,7 @@
#include "opencv2/core/core.hpp"
#include "opencv2/videostab/optical_flow.hpp"
#include "opencv2/videostab/fast_marching.hpp"
#include "opencv2/videostab/global_motion.hpp"
#include "opencv2/photo/photo.hpp"
namespace cv
@@ -66,6 +67,9 @@ public:
virtual void setRadius(int val) { radius_ = val; }
virtual int radius() const { return radius_; }
virtual void setMotionModel(MotionModel val) { motionModel_ = val; }
virtual MotionModel motionModel() const { return motionModel_; }
virtual void setFrames(const std::vector<Mat> &val) { frames_ = &val; }
virtual const std::vector<Mat>& frames() const { return *frames_; }
@@ -82,6 +86,7 @@ public:
protected:
int radius_;
MotionModel motionModel_;
const std::vector<Mat> *frames_;
const std::vector<Mat> *motions_;
const std::vector<Mat> *stabilizedFrames_;
@@ -101,6 +106,7 @@ public:
bool empty() const { return inpainters_.empty(); }
virtual void setRadius(int val);
virtual void setMotionModel(MotionModel val);
virtual void setFrames(const std::vector<Mat> &val);
virtual void setMotions(const std::vector<Mat> &val);
virtual void setStabilizedFrames(const std::vector<Mat> &val);

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@@ -72,8 +72,8 @@ public:
void setFrameSource(Ptr<IFrameSource> val) { frameSource_ = val; }
Ptr<IFrameSource> frameSource() const { return frameSource_; }
void setMotionEstimator(Ptr<IGlobalMotionEstimator> val) { motionEstimator_ = val; }
Ptr<IGlobalMotionEstimator> motionEstimator() const { return motionEstimator_; }
void setMotionEstimator(Ptr<GlobalMotionEstimatorBase> val) { motionEstimator_ = val; }
Ptr<GlobalMotionEstimatorBase> motionEstimator() const { return motionEstimator_; }
void setDeblurer(Ptr<DeblurerBase> val) { deblurer_ = val; }
Ptr<DeblurerBase> deblurrer() const { return deblurer_; }
@@ -104,7 +104,7 @@ protected:
Ptr<ILog> log_;
Ptr<IFrameSource> frameSource_;
Ptr<IGlobalMotionEstimator> motionEstimator_;
Ptr<GlobalMotionEstimatorBase> motionEstimator_;
Ptr<DeblurerBase> deblurer_;
Ptr<InpainterBase> inpainter_;
int radius_;