Performance Evalution of IRIS Recognition by Key Local Variation Algorithm using Neural Network Classifier

B. G. Patil,A. M. U. Wagdarikar, S. A. More

Lecture Notes in Engineering and Computer Science（2010）

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摘要

Iris recognition, a relatively new biometric technology, has great advantages, such as variability, stability and security, thus it is the most promising for high security environments. Hence number of IRIS recognition algorithms are proposed, such as ICA(independant component analysis), SVD(singular value decompostion),Characterising key local variation etc. which extracts iris features and competitive learning mechanism to recognize iris pattern.

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关键词

Biometrics,iris recognition,local sharp variations,personal identification,transient signal analysis,wavelet transform,Neural network classifier (Error Back propagation),results

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