A Biometric Iris Recognition System Based On Principal Components Analysis, Genetic Algorithms And Cosine-distance
Free (open access)
203 - 213
V. Nosso, F. Garzia, R. Cusani
Iris recognition is regarded as the most reliable and accurate biometric identification system available. The present work involves the development of a novel technique in order to improve the performance of iris recognition systems. We have used for our experiments a publicly available iris recognition system. Tests on CASIAv3 image database have resulted in a 2% accuracy improvement with respect to traditional methods; a significant one in iris recognition.
iris recognition, PCA, genetic algorithms, cosine distance, biometrics