Enhancing Fingerprint Liveness Detection Accuracy Using Deep Learning: A Comprehensive Study and Novel Approach

Enhancing Fingerprint Liveness Detection Accuracy Using Deep Learning: A Comprehensive Study and Novel Approach

Liveness detection for fingerprint impressions plays a role in the meaningful prevention of any unauthorized activity or phishing attempt. The accessibility of unique individual identification has increased the popularity of biometrics. Deep learning with computer vision has proven remarkable result...

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Bibliographic Details
Main Authors: Deep Kothadiya, Chintan Bhatt, Dhruvil Soni, Kalpita Gadhe, Samir Patel, Alessandro Bruno, Pier Luigi Mazzeo
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Journal of Imaging
Subjects:
liveness detection
deep learning
computer vision
attention model
ResNet50
Online Access:https://www.mdpi.com/2313-433X/9/8/158

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https://www.mdpi.com/2313-433X/9/8/158

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