Sequence-wise multimodal biometric fingerprint and finger-vein recognition network (STMFPFV-Net)

Sequence-wise multimodal biometric fingerprint and finger-vein recognition network (STMFPFV-Net)

The existing multimodal biometric fingerprint and vein deep learning features were found effective for biometric recognition. However, the current performance of the deep learning features is limited due to missing temporal image dependence and the extracted features can obfuscate some vital informa...

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Bibliographic Details
Main Authors: Sunusi Bala Abdullahi, Zakariyya Abdullahi Bature, Ponlawat Chophuk, Auwal Muhammad
Format: Article
Language:English
Published: Elsevier 2023-09-01
Series:Intelligent Systems with Applications
Subjects:
Deep neural network
Feature selection
Fingerprint and fingervein
Hand gestures
Multimodal biometric recognition
Spatial-temporal information
Online Access:http://www.sciencedirect.com/science/article/pii/S2667305323000819

Internet

http://www.sciencedirect.com/science/article/pii/S2667305323000819

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