1. A robot identification system comprising: a robot having a rotatable arm; an imaging unit imaging the robot; an angle detector detecting a rotation angle of the arm; a model generator that generates a robot model representing the form of the robot on the basis of the rotation angle detected by the angle detector; and an image identification unit comparing an image captured by the imaging unit with the robot model generated by the model generator and thereby identifying a robot image in the image.