We don't usually recommend algorithms for more complicated things like this. I suggest you do some web research here http://iris.usc.edu/Vision-Notes/bibliography/contents.html and pick a promising algorithm. Then code it up in MATLAB. Come back here with any questions.
eye recognition
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I was making a project to detect driver drowsiness now I have the eye for detection,what an easy method to eye recognition...
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