Rotate Opencv Matrix by 90, 180, 270 degrees

user2041141 picture user2041141 · Feb 23, 2013 · Viewed 87.5k times · Source

I'm capturing image from webcam and I need to rotate it by right angle. I found myself theese functions:

  1. getRotationMatrix2D - to create rotation matrix (whatever it is)
  2. transform - transform one matrix to another by rotation matrix

But, I don't get anything but black area. This is my code:

   if(rotate_button.click%4>0) {
       double angle = (rotate_button.click%4)*90;  //button increments its click by 1 per click
       Mat transform_m = getRotationMatrix2D(Point(cam_frame_width/2, cam_frame_height/2), angle, 1);  //Creating rotation matrix
       Mat current_frame;
       transform(cam_frame, current_frame, transform_m);  //Transforming captured image into a new one
       cam_frame = Mat((int)current_frame.cols,(int)current_frame.rows, cam_frame_type) = Scalar(0,128,0);  //resizing captured matrix, so I can copy the resized one on it
       current_frame.copyTo(cam_frame);  //Copy resized to original
   }

Outputs just black screen.

Answer

TimZaman picture TimZaman · Jun 2, 2014

The above answers are too complex and hog your CPU. Your question was not arbitrary rotation, but 'Rotate Opencv Matrix by 90, 180, 270 degrees'.

UPDATE 30 JUN 2017:

This functionality is supported by OpenCV, but not documented: https://github.com/opencv/opencv/blob/master/modules/core/include/opencv2/core.hpp#L1041

void rotate(InputArray src, OutputArray dst, int rotateCode);

with

enum RotateFlags {
    ROTATE_90_CLOCKWISE = 0, //Rotate 90 degrees clockwise
    ROTATE_180 = 1, //Rotate 180 degrees clockwise
    ROTATE_90_COUNTERCLOCKWISE = 2, //Rotate 270 degrees clockwise
};

Original Answer & Arbitrary degree rotation:

You can also do this by using flip and transpose operation, ie for 90CW:

transpose(matSRC, matROT);  
flip(matROT, matROT,1); //transpose+flip(1)=CW

etc. Figure out the other commands yourself (thinking=learning) by introducing yourself with the transpose and flip operation form the Docs.

void rot90(cv::Mat &matImage, int rotflag){
  //1=CW, 2=CCW, 3=180
  if (rotflag == 1){
    transpose(matImage, matImage);  
    flip(matImage, matImage,1); //transpose+flip(1)=CW
  } else if (rotflag == 2) {
    transpose(matImage, matImage);  
    flip(matImage, matImage,0); //transpose+flip(0)=CCW     
  } else if (rotflag ==3){
    flip(matImage, matImage,-1);    //flip(-1)=180          
  } else if (rotflag != 0){ //if not 0,1,2,3:
    cout  << "Unknown rotation flag(" << rotflag << ")" << endl;
  }
}

So you call it like this, and note the matrix is passed by reference.

cv::Mat matImage;
//Load in sensible data
rot90(matImage,3); //Rotate it

//Note if you want to keep an original unrotated version of 
// your matrix as well, just do this
cv::Mat matImage;
//Load in sensible data
cv::Mat matRotated = matImage.clone();
rot90(matImage,3); //Rotate it

Rotate by arbitrary degrees While I'm at it, here is how to rotate by an arbitrary degree, which i expect to be 50x more expensive. Note that rotation in this manner will include black padding, and edges will be rotated to oustide of the image's original size.

void rotate(cv::Mat& src, double angle, cv::Mat& dst){
    cv::Point2f ptCp(src.cols*0.5, src.rows*0.5);
    cv::Mat M = cv::getRotationMatrix2D(ptCp, angle, 1.0);
    cv::warpAffine(src, dst, M, src.size(), cv::INTER_CUBIC); //Nearest is too rough, 
}

Calling this for a rotation of 10.5 degrees then is obviously:

cv::Mat matImage, matRotated;
//Load in data
rotate(matImage, 10.5, matRotated);

I find it remarkable that these kind of extremely basic functions are not part of OpenCV, while OpenCV does have native things like face detection (that's not really maintained with questionable performance). Remarkable.

Cheers