Navigate through hierarchy of contours found by FindContours method?

问题

This must be simple for C++ developers using OpenCV directly. However what I'm using is Emgu (an OpenCV wrapper for .NET) and in the latest version we have the method CvInvoke.FindContours returning void, the output result is passed by parameter reference and is of type VectorOfVectorOfPoint.

Here is a simple call:

//outputResult is a VectorOfVectorOfPoint
CvInvoke.FindContours(inputImage, outputResult, null, RetrType.Tree, 
                      ChainApproxMethod.ChainApproxSimple);

For RetrType.List mode, we can just convert the result to some array of arrays and loop through all the contours easily. However here I would like to navigate through all the contours in a tree. I guess we must do something with native (unsafe) C++ code here with pointer (accessed via the Ptr property of the output result). But I wonder if there is a more .NET-friendly solution for this. And if even using pointer is the only solution, I still don't know how to delve into that Ptr to navigate through the contours tree.

The sample codes accompanied with the Emgu installation have a snippet using CvInvoke.FindContourTree instead (and that returns a int[,]).

回答1:

To obtain the hierarchy of the contours, you must first pass a Mat object to the function:

Mat hierarchy = new Mat() ;
CvInvoke.FindContours(inputImage, outputResult, hierarchy, RetrType.Tree, 
                  ChainApproxMethod.ChainApproxSimple);

Then you can use the hierarchy object as follows (see here for more details in Python OpenCV) :

hierarchy will be a Mat object of size 1 x size of outputResult x 4. So for the contour with index i:

• hierachy[0,i,0] is the index of the next contour at the same hierarchy level (with the same parent) or - 1 if it doesn't exist
• hierachy[0,i,1] is the index of the previous contour at the same hierarchy level or - 1 if it doesn't exist
• hierachy[0,i,2] is the index of the child of contour i or - 1 if it doesn't exist
• hierachy[0,i,3] is the index of the parent of contour i or - 1 if it doesn't exist

That's how you use the hierarchy object.

The contours themselves are accessed through the outputResult object by using their indices.

来源：https://stackoverflow.com/questions/37408481/navigate-through-hierarchy-of-contours-found-by-findcontours-method