Instant learning based on deep neural network with linear discriminant analysis features extraction for accurate iris recognition system

• Main Authors: Abdulhasan R.A., Abd Al-latief S.T., Kadhim S.M.
• Other Authors: 56905439800
• Format: Article
• Published: Springer 2025
• Subjects: Binary images; Biometrics; Database systems; Discriminant analysis; Economic and social effects; Extraction; Parameter estimation; Deep neural network deep neural network; Gaussian blur; Identity verification; Image contour; Iris recognition; Iris recognition systems; Linear discriminant analyze; Linear discriminate analyse linear discriminant analyse; Linear discriminate analysis; Shortest Processing Time; Deep neural networks

Biometric-based identity verification systems have gained substantial attention due to their ability to provide high-level security. Among these systems, iris recognition systems have emerged as one of the most accurate and complex verification approaches. However, an ideal recognition system with a...