Transfer learning convolutional neural network with modified Lion optimization for multimodal biometric system

Recently, biometric verification systems have been widely used in security applications with multi-level authentication. Existing machine learning approaches were utilized to develop traditional multimodal biometric systems (MBS). However, they fail to guarantee optimal secrecy, security, and accura...

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Bibliographic Details
Published in:	Computers & electrical engineering Vol. 108; p. 108664
Main Authors:	Gona, Anilkumar, Subramoniam, M., Swarnalatha, R.
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.05.2023
Subjects:	Artificial intelligence Convolutional neural networks Deep convolutional residual network Deep learning Machine learning Modified Lion optimization algorithm Multi-Kernel Multi-Patch Bilateral Filtering Multimodal biometric systems Transfer learning Deep learning Deep convolutional residual network Transfer learning Multi-Kernel Machine learning Multi-Patch Bilateral Filtering Convolutional neural networks Artificial intelligence Multimodal biometric systems Modified Lion optimization algorithm
ISSN:	0045-7906
Online Access:	Get full text
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