Advanced Security System Using RFID and IRIS Recognition System Using ICA, PCA, Daugman's Rubber Sheet Model Together

Provided by: International Journal of Computer Applications
Topic: Mobility
Format: PDF
Iris recognition is the mean of biometric identification using very large amount of iris database taken without contact to the human body. Basically three main methods are available to process iris data, out of which in this paper, an iris image synthesis method based on Principal Component Analysis (PCA), Independent Component Analysis (ICA) and Daugman's rubber sheet model& hybrid model is proposed. Iris Recognition is a most secure biometric authentication that uses pattern-recognition techniques. The video based iris recognition system is used to locate eye and iris, to evaluate degree of occlusion by eyelids, determine the centre & boundary of pupil and outer edge of iris. The measured features are encoded into 512-byte iris code which is further enrolled for identification.

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