1. A target detection system that receives image data, comprising: a trained detection component that separates candidate target regions from clutter within the image data using a plurality of correlation filters trained from an image library; an untrained detection component that separates the candidate target regions from the clutter by enhancing the image data using a frequency transform; and an output highlighting the candidate target regions.