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Minor fixes and updates in videostab module and sample
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@ -101,7 +101,7 @@ public:
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virtual void setMotionModel(MotionModel val) { motionModel_ = val; }
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virtual MotionModel motionModel() const { return motionModel_; }
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virtual Mat estimate(const Mat &frame0, const Mat &frame1) = 0;
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virtual Mat estimate(const Mat &frame0, const Mat &frame1, bool *ok = 0) = 0;
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protected:
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MotionModel motionModel_;
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@ -111,7 +111,7 @@ class CV_EXPORTS FromFileMotionReader : public GlobalMotionEstimatorBase
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{
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public:
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FromFileMotionReader(const std::string &path);
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virtual Mat estimate(const Mat &frame0, const Mat &frame1);
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virtual Mat estimate(const Mat &frame0, const Mat &frame1, bool *ok = 0);
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private:
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std::ifstream file_;
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@ -121,7 +121,7 @@ class CV_EXPORTS ToFileMotionWriter : public GlobalMotionEstimatorBase
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{
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public:
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ToFileMotionWriter(const std::string &path, Ptr<GlobalMotionEstimatorBase> estimator);
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virtual Mat estimate(const Mat &frame0, const Mat &frame1);
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virtual Mat estimate(const Mat &frame0, const Mat &frame1, bool *ok = 0);
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private:
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std::ofstream file_;
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@ -148,7 +148,7 @@ public:
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void setMinInlierRatio(float val) { minInlierRatio_ = val; }
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float minInlierRatio() const { return minInlierRatio_; }
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virtual Mat estimate(const Mat &frame0, const Mat &frame1);
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virtual Mat estimate(const Mat &frame0, const Mat &frame1, bool *ok = 0);
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private:
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Ptr<FeatureDetector> detector_;
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@ -295,12 +295,14 @@ FromFileMotionReader::FromFileMotionReader(const string &path)
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}
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Mat FromFileMotionReader::estimate(const Mat &/*frame0*/, const Mat &/*frame1*/)
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Mat FromFileMotionReader::estimate(const Mat &/*frame0*/, const Mat &/*frame1*/, bool *ok)
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{
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Mat_<float> M(3, 3);
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bool ok_;
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file_ >> M(0,0) >> M(0,1) >> M(0,2)
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>> M(1,0) >> M(1,1) >> M(1,2)
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>> M(2,0) >> M(2,1) >> M(2,2);
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>> M(2,0) >> M(2,1) >> M(2,2) >> ok_;
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if (ok) *ok = ok_;
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return M;
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}
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@ -313,12 +315,14 @@ ToFileMotionWriter::ToFileMotionWriter(const string &path, Ptr<GlobalMotionEstim
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}
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Mat ToFileMotionWriter::estimate(const Mat &frame0, const Mat &frame1)
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Mat ToFileMotionWriter::estimate(const Mat &frame0, const Mat &frame1, bool *ok)
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{
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Mat_<float> M = estimator_->estimate(frame0, frame1);
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bool ok_;
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Mat_<float> M = estimator_->estimate(frame0, frame1, &ok_);
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file_ << M(0,0) << " " << M(0,1) << " " << M(0,2) << " "
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<< M(1,0) << " " << M(1,1) << " " << M(1,2) << " "
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<< M(2,0) << " " << M(2,1) << " " << M(2,2) << endl;
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<< M(2,0) << " " << M(2,1) << " " << M(2,2) << " " << ok_ << endl;
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if (ok) *ok = ok_;
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return M;
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}
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@ -343,7 +347,7 @@ PyrLkRobustMotionEstimator::PyrLkRobustMotionEstimator(MotionModel model)
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}
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Mat PyrLkRobustMotionEstimator::estimate(const Mat &frame0, const Mat &frame1)
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Mat PyrLkRobustMotionEstimator::estimate(const Mat &frame0, const Mat &frame1, bool *ok)
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{
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detector_->detect(frame0, keypointsPrev_);
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@ -402,8 +406,12 @@ Mat PyrLkRobustMotionEstimator::estimate(const Mat &frame0, const Mat &frame1)
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rmse = sqrt(rmse / static_cast<float>(ninliers));
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}
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if (ok) *ok = true;
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if (rmse > maxRmse_ || static_cast<float>(ninliers) / pointsGood_.size() < minInlierRatio_)
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{
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M = Mat::eye(3, 3, CV_32F);
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if (ok) *ok = false;
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}
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return M;
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}
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@ -338,6 +338,7 @@ void TwoPassStabilizer::runPrePassIfNecessary()
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WobbleSuppressorBase *wobbleSuppressor = static_cast<WobbleSuppressorBase*>(wobbleSuppressor_);
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doWobbleSuppression_ = dynamic_cast<NullWobbleSuppressor*>(wobbleSuppressor) == 0;
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bool okEst;
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while (!(frame = frameSource_->nextFrame()).empty())
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{
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if (frameCount_ > 0)
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@ -345,8 +346,11 @@ void TwoPassStabilizer::runPrePassIfNecessary()
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motions_.push_back(motionEstimator_->estimate(prevFrame, frame));
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if (doWobbleSuppression_)
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{
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motions2_.push_back(
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wobbleSuppressor_->motionEstimator()->estimate(prevFrame, frame));
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Mat M = wobbleSuppressor_->motionEstimator()->estimate(prevFrame, frame, &okEst);
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if (okEst)
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motions2_.push_back(M);
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else
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motions2_.push_back(motions_.back());
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}
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}
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else
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@ -68,10 +68,9 @@ void printHelp()
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" -m, --model=(transl|transl_and_scale|linear_sim|affine|homography)\n"
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" Set motion model. The default is affine.\n"
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" --outlier-ratio=<float_number>\n"
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" Outliers ratio in motion estimation. The default is 0.5.\n"
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" Motion estimation outlier ratio hypothesis. The default is 0.5."
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" --min-inlier-ratio=<float_number>\n"
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" Minimum inlier ratio to decide if estimated motion is OK. The default is 0.1,\n"
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" but you may want to increase it.\n\n"
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" Minimum inlier ratio to decide if estimated motion is OK. The default is 0.1.\n\n"
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" -sm, --save-motions=(<file_path>|no)\n"
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" Save estimated motions into file. The default is no.\n"
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" -lm, --load-motions=(<file_path>|no)\n"
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@ -113,6 +112,10 @@ void printHelp()
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" --ws-model=(transl|transl_and_scale|linear_sim|affine|homography)\n"
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" Set wobble suppression motion model (must have more DOF than motion \n"
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" estimation model). The default is homography.\n"
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" --ws-min-inlier-ratio=<float_number>\n"
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" Minimum inlier ratio to decide if estimated motion is OK. The default is 0.1.\n"
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" --ws-outlier-ratio=<float_number>\n"
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" Motion estimation outlier ratio hypothesis. The default is 0.5.\n"
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" -sm2, --save-motions2=(<file_path>|no)\n"
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" Save motions estimated for wobble suppression. The default is no.\n"
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" -lm2, --load-motions2=(<file_path>|no)\n"
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@ -157,6 +160,8 @@ int main(int argc, const char **argv)
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"{ ws | wobble-suppress | no | }"
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"{ | ws-period | 30 | }"
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"{ | ws-model | homography | }"
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"{ | ws-min-inlier-ratio | 0.1 | }"
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"{ | ws-outlier-ratio | 0.5 | }"
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"{ sm2 | save-motions2 | no | }"
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"{ lm2 | load-motions2 | no | }"
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"{ o | output | stabilized.avi | }"
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@ -192,24 +197,41 @@ int main(int argc, const char **argv)
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MoreAccurateMotionWobbleSuppressor *ws = new MoreAccurateMotionWobbleSuppressor();
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twoPassStabilizer->setWobbleSuppressor(ws);
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ws->setPeriod(argi("ws-period"));
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PyrLkRobustMotionEstimator *est = 0;
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if (arg("ws-model") == "transl")
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ws->setMotionEstimator(new PyrLkRobustMotionEstimator(TRANSLATION));
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est = new PyrLkRobustMotionEstimator(TRANSLATION);
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else if (arg("ws-model") == "transl_and_scale")
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ws->setMotionEstimator(new PyrLkRobustMotionEstimator(TRANSLATION_AND_SCALE));
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est = new PyrLkRobustMotionEstimator(TRANSLATION_AND_SCALE);
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else if (arg("ws-model") == "linear_sim")
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ws->setMotionEstimator(new PyrLkRobustMotionEstimator(LINEAR_SIMILARITY));
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est = new PyrLkRobustMotionEstimator(LINEAR_SIMILARITY);
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else if (arg("ws-model") == "affine")
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ws->setMotionEstimator(new PyrLkRobustMotionEstimator(AFFINE));
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est = new PyrLkRobustMotionEstimator(AFFINE);
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else if (arg("ws-model") == "homography")
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ws->setMotionEstimator(new PyrLkRobustMotionEstimator(HOMOGRAPHY));
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est = new PyrLkRobustMotionEstimator(HOMOGRAPHY);
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else
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{
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delete est;
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throw runtime_error("unknown wobble suppression motion model: " + arg("ws-model"));
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}
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RansacParams ransac = est->ransacParams();
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ransac.eps = argf("ws-outlier-ratio");
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est->setRansacParams(ransac);
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est->setMinInlierRatio(argf("ws-min-inlier-ratio"));
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ws->setMotionEstimator(est);
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MotionModel model = est->motionModel();
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if (arg("load-motions2") != "no")
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{
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ws->setMotionEstimator(new FromFileMotionReader(arg("load-motions2")));
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ws->motionEstimator()->setMotionModel(model);
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}
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if (arg("save-motions2") != "no")
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{
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Ptr<GlobalMotionEstimatorBase> est = ws->motionEstimator();
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ws->setMotionEstimator(new ToFileMotionWriter(arg("save-motions2"), est));
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ws->setMotionEstimator(new ToFileMotionWriter(arg("save-motions2"), ws->motionEstimator()));
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ws->motionEstimator()->setMotionModel(model);
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}
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}
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}
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@ -233,6 +255,7 @@ int main(int argc, const char **argv)
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stabilizer->setFrameSource(source);
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PyrLkRobustMotionEstimator *est = 0;
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if (arg("model") == "transl")
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est = new PyrLkRobustMotionEstimator(TRANSLATION);
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else if (arg("model") == "transl_and_scale")
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@ -248,24 +271,22 @@ int main(int argc, const char **argv)
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delete est;
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throw runtime_error("unknown motion model: " + arg("model"));
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}
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RansacParams ransac = est->ransacParams();
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ransac.eps = argf("outlier-ratio");
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est->setRansacParams(ransac);
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est->setMinInlierRatio(argf("min-inlier-ratio"));
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stabilizer->setMotionEstimator(est);
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MotionModel model = stabilizer->motionEstimator()->motionModel();
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if (arg("load-motions") != "no")
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{
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MotionModel model = stabilizer->motionEstimator()->motionModel();
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stabilizer->setMotionEstimator(new FromFileMotionReader(arg("load-motions")));
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stabilizer->motionEstimator()->setMotionModel(model);
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}
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if (arg("save-motions") != "no")
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{
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MotionModel model = stabilizer->motionEstimator()->motionModel();
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stabilizer->setMotionEstimator(
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new ToFileMotionWriter(arg("save-motions"), stabilizer->motionEstimator()));
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stabilizer->setMotionEstimator(new ToFileMotionWriter(arg("save-motions"), stabilizer->motionEstimator()));
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stabilizer->motionEstimator()->setMotionModel(model);
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}
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