Understanding Moments Function in Opencv
When Finding the Center Coordinates Using Moments in Opencv, the Point Is Found Using Point(Moment[I]. M10/Moment[I]. M00, Moment[I]. M01/Moment[I]. M00); Can...
When finding the center coordinates using moments in OpenCV,the point is found using
Point(moment[i].m10/moment[i].m00,moment[i].m01/moment[i].m00);
Can somebody please explain this bit to me?What do "m10","m00","m01" and "m00" mean??
1 Answer
Definition of moments in image processing is borrowed from physics. Assume that each pixel in image has weight that is equal to its intensity. Then the point you defined is centroid (a.k.a. center of mass) of image.
Assume that I(x,y) is the intensity of pixel (x,y) in image. Then m(i,j) is the sum for all possible x and y of: I(x,y) * (x^i) * (y^j).
Here you can read the documentation of moments used in OpenCV. They are called raw moments.
And here you can read a wiki article about all kinds of image moments (raw moments, central moments, scale/rotation invariant moments and so on). It is pretty good one and I recommend reading it.
Robert Thorne covers electric vehicle innovations, autonomous driving systems, global mobility trends, and automotive engineering developments.
