1. A method of detecting trees in an image, the method comprising: providing an input image of an area with trees; receiving at least one dimension related to the trees; applying a two dimensional (2D) high pass filter to the input image to produce a high pass image, wherein the 2D high pass filter is configured to mark objects based on the at least one dimension; and identifying trees in the high pass image by identifying clusters of marked objects.