1. A target recognition system comprising: first means for receiving an image of a scene within which a target may be included; second means for using constrained image segmentation as a basis for recognition of the target in the scene, the second means including means for implementing a hierarchical adaptive region model matcher for generating a representation of the target in the scene; and a display device for displaying the representation of the target in the scene.