How to capture depth information from kinect camera

Question

I want to get depth information from the depth camera, but I can only get the depth image which does not contain the real depth. My situation is that I want to detect the thing which is closest to me, but if I use depth image, I still cannot detect it because their colors are too similar.

So I am wondering if there is a way I cant get the real depth of every pixel.