just share my experience
once I ever did the same task for palm counting from quickbird imagery.
I only use the red band (green also can) and did some supervised classification with proper tree sample of course.
after that, simply convert the result to shapefile and did some conversion to centroid point.
my result is about at 94% accuracy.
but it only easy to run on palm with not very dense canopy.
good luck