A fully automatic tracking system is discussed in this paper. Compared with conventional tracking system, a new detection approach -based on image recognition is proposed for rejecting ground clutters. MHT method is applied in sea or weather clutter background to keep tracks more reliable and more stable. Tracking performance is improved. Thus, the major problems of clutter interference that mainly prevents realizing automatic tracking are solved. Finally, track presentation logic is discussed in details.