1. An apparatus for detecting eyes, comprising: an eye candidate detector which divides an input face image into left and right images and detects at least one eye candidate from limited image regions of the left and right images; an eye candidate evaluator which evaluates the eye candidates by evaluating each combination of the eye candidates using geometric information as to the eye candidates to filter out eye candidates that cannot be eyes; a learning database which stores a plurality of face images in which positions of eyes are arranged and a plurality of face images which do not include eyes or in which positions of eyes are not arranged; and an eye candidate verifier which verifies the eye candidates with reference to the learning database and outputs an eye detection result signal.