How can I extract the tree countour of an aerial image and count it?

I have an aerial image and I want to extract the contour of the trees in a certain region of the image and I want to count the number of tree in this region..I try with contour but results are not encouraging. Can someone help me?

Answer 1

[Stalin Samuel]

here you can find the sample code for similar problem., similar discussion1