Optimizing Fingerprint Identification: CNNs With Raw Images Versus Handcrafted Features for Real-Time Systems

Fingerprint identification is a cornerstone in various domains such as security, forensics, and authentication. Despite progress, existing systems still face challenges with noise, database differences, and real-time speed. This study investigates the balance between accuracy and computational effic...

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Bibliographic Details
Main Authors: Shaik Salma, Tauheed Ahmed, Garimella Ramamurthy
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/11037729/
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