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Fake Fingerprint Detection using Machine Learning
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Fake Fingerprint Detection using Machine Learning, Fingerprint Liveness Detection using Machine Learning, Fake Biometric detection using Fingerprint, Fake Fingerprint Detection using SVM and local coherence patterns, Fingerprint Liveness Detection using local coherence patterns, Spoofing Detection in fingerprint using Machine Learning, Fake Fingerprint Detection using Deep Learning, Fingerprint Liveness Detection using Deep Learning,
For biometric modality the protection is based on different attack scenarios, namely: spoofing and synthetic samples. In this project, fake fingerprint detection by local coherence patterns(LCP) along the dominant direction. LCP is fed into the SVM classifier to determine whether a given fingerprint is fake or not
Work Flow
================
1)Image Pre-Processing
Cropped and Resized
Noise Reduction
Histogram Equalization
2)Coherence Computation
3)Local Coherence Patterns
4) SVM Classification
For biometric modality the protection is based on different attack scenarios, namely: spoofing and synthetic samples. In this project, fake fingerprint detection by local coherence patterns(LCP) along the dominant direction. LCP is fed into the SVM classifier to determine whether a given fingerprint is fake or not
Work Flow
================
1)Image Pre-Processing
Cropped and Resized
Noise Reduction
Histogram Equalization
2)Coherence Computation
3)Local Coherence Patterns
4) SVM Classification
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