System and method are provided for determining hair tail positions. An image containing hair which is received from an image acquisition device is processed to find a coarse hair tail position. The coarse hair tail position is refined through further processing. The refined hair tail position may be used for accurate positioning, for example, of hair transplantation tools in various hair transplantation applications.