An Iterative Deep Neural Network for Hand-Vein Verification

Bo Liu, Mounim A. El Yacoubi, Jihai Lin & Huafeng Qin
Hand-vein biometrics as a high-security pattern has received more and more attention. One of the open issues in hand-vein verification is the lack of robustness against image quality degradation, which may comprise the verification accuracy. To achieve robust verification, vein feature extraction approaches, especially vein texture segmentation, have been extensively investigated. In recent years, deep neural networks have achieved promising results in medical image segmentation and have been brought into vein verification, but current solutions...
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