College of Sciences , University of Al-Mustainsiriyah/ Baghdad


Central moment is widely used in pattern recognition because of their
discrimination power and robustness. For eye recognition these moments can also be
normalized so that the moments are also size invariant. In this work, the proposal
Eyes Recognition with Moments System(ERMS) including two methods, first method
Shape Feature Extraction(SFE) by using central moment and some image processing
techniques worked together for the features extraction, second step is a method to
recognition of eyes features by comparing between an input test eyes features
(moments) from the input image and an eyes features which store d in the features