CODEWITHSUNDEEP
opencvhough-transform
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Reputation: 682

OpenCV Hough strongest lines

Do the HoughLines or HoughLinesP functions in OpenCV return the list of lines in accumulator order like the HoughCircles function does? I would like to know the ordering of lines. It would also be very handy to get a the accumulator value for the lines so an intelligent and adaptive threshold could be used instead of a fixed one. Are either the ordering or the accumulator value available without rewriting OpenCV myself?

Upvotes: 14

Views: 7075

Answers (1)

Sam
Sam

Reputation: 20056

HoughTransform orders lines descending by number of votes. You can see the code here

However, the vote count is lost as the function returns - the only way to have it is to modify OpenCV.

The good news is that is not very complicated - I did it myself once. It's a metter of minutes to change the output from vector< Vec2f > to vector< Vec3f > and populate the last param with vote count.

Also, you have to modify CvLinePolar to add the third parameter - hough is implemented in C, and there is a wrapper over it in C++, so you have to modify both the implementation and the wrapper.

The main code to modify is here

 for( i = 0; i < linesMax; i++ )
 {
        CvLinePolar line;
        int idx = sort_buf[i];
        int n = cvFloor(idx*scale) - 1;
        int r = idx - (n+1)*(numrho+2) - 1;
        line.rho = (r - (numrho - 1)*0.5f) * rho;
        line.angle = n * theta;

        // add this line, and a field voteCount to CvLinePolar
        // DO NOT FORGET TO MODIFY THE C++ WRAPPER
        line.voteCount = accum[idx];          

        cvSeqPush( lines, &line );
 }

Upvotes: 15

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