Best Way For Interpolation Of An Image C++ OpenCV

  c++, interpolation, noise-reduction, opencv

The pixels of the image is printed according the distance to the camera. Interpolation is vital for me, because black noise means 0 meter. I need to get rid of black noise, what is the best way to that? Thx for the help, image is at the following link:

Source: Windows Questions C++