CODEWITHSUNDEEP
c++opencvmatrix
Vyacheslav Sklyarov
Vyacheslav Sklyarov

Reputation: 51

OpenCV video stabilization

I'm trying to implement video stabilization using OpenCV videostab module. I need to do it in stream, so I'm trying to get motion between two frames. After learning documentation, I decide to do it this way:

estimator = new cv::videostab::MotionEstimatorRansacL2(cv::videostab::MM_TRANSLATION);
keypointEstimator = new cv::videostab::KeypointBasedMotionEstimator(estimator);

bool res;
auto motion = keypointEstimator->estimate(this->firstFrame, thisFrame, &res);
std::vector<float> matrix(motion.data, motion.data + (motion.rows*motion.cols));

Where firstFrame and thisFrame are fully initialized frames. The problem is, that estimate method always return the matrix like that:

a busy cat

In this matrix only last value(matrix[8]) is changing from frame to frame. Am I correctly use videostab objects and how can I apply this matrix on frame to get result?

Upvotes: 3

Views: 1197

Answers (1)

MediocreMyna
MediocreMyna

Reputation: 289

I am new to OpenCV but here is how I have solved this issue. The problem lies in the line:

std::vector<float> matrix(motion.data, motion.data + (motion.rows*motion.cols));

For me, the motion matrix is of type 64-bit double (check yours from here) and copying it into std::vector<float> matrix of type 32-bit float messes-up the values. To solve this issue, try replacing above line with:

std::vector<float> matrix;
for (auto row = 0; row < motion.rows; row++) {
    for (auto col = 0; col < motion.cols; col++) {
            matrix.push_back(motion.at<float>(row, col));
    }
}

I have tested it with running the estimator on duplicate set of points and it gives expected results with most entries close to 0.0 and matrix[0], matrix[4] and matrix[8] being 1.0 (using author's code with this setting was giving the same erroneous values as author's picture displays).

Upvotes: 0

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