Finger Vein Recognition Based on Fusion of Deformation Information
نویسندگان
چکیده
منابع مشابه
Finger-Vein Recognition Based on Gabor Features
Recently, a new biometric technology based on human finger-vein patterns has attracted the attention of biometrics-based identification research community. Compared with other traditional biometric characteristics (such as face, iris, fingerprint, etc.), finger vein exhibits some excellent advantages in application. For instance, apart from uniqueness, universality, permanence and measurability...
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Finger vein is a new member in the biometrics family. Current finger vein recognition algorithms provide high accuracy in good quality images. However, previous researches have shown that the poor quality samples lead to a significant reduction in the accuracy of a single biometric trait system. For non-ideal finger vein images, this paper proposes a method based on multi-instance matching scor...
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Finger-vein is a promising biometric technique for the identity authentication. However, the finger displacement or the illumination variation in image capturing may cause bad recognition performance. To overcome these limitations, multi-biometric system, an effective method to improve the performance, is proposed. In this paper, a new multimodal biometric system based on pixel level feature an...
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Most methods for fusion-based finger vein recognition were to fuse different features or matching scores from more than one trait to improve performance. To overcome the shortcomings of “the curse of dimensionality” and additional running time in feature extraction, in this paper, we propose a finger vein recognition technology based on matching score-level fusion of a single trait. To enhance ...
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Unimodal biometric recognition is not able to meet the performance requirements in most cases with its application becomes more and more broadly. Recognition based on multimodal biometrics represents an emerging trend recently. In the paper, we propose multimodal biometrics recognition based on score level fusion of fingerprint and finger vein, since fingerprint recognition and finger vein reco...
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ژورنال
عنوان ژورنال: IEEE Access
سال: 2020
ISSN: 2169-3536
DOI: 10.1109/access.2020.2979902