AN INTELLIGENT MULTIMODAL BIOMETRIC SYSTEM FOR PERSON RECOGNITION BASED ON PALMPRINT, FINGER KUNCKLES AND NAILS
International Research Journal of Modernization in Engineering Technology and Science · 2023
Biometric recognition systems have become increasingly important for identifying and authenticating individuals in a variety of applications, from border control to access control in buildings.This paper presents an intelligent multimodal biometric system that combines palmprint, finger knuckles, and nails for person recognition.The system aims to improve the accuracy and robustness of biometric recognition by combining multiple biometric traits.The proposed system uses a deep learning-based approach for feature extraction and classification.The performance of the proposed system is evaluated on a database of 162 individuals, and the results show that the proposed system achieves high accuracy and robustness.