Person identification using fusion of iris and periocular deep features
نویسندگان
چکیده
منابع مشابه
Fusion of Iris and Periocular Biometrics for Cross-Sensor Identification
As a reliable personal identification method, iris recognition has been widely used for a large number of applications. Since a variety of iris devices produced by different vendors may be used for some large-scale applications, it is necessary to match heterogeneous iris images against the variations of sensors, illuminators, imaging distance and imaging conditions. This paper aims to improve ...
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Human iris provides a unique structure suitable for non-invasive biometric assessment. In particular the irises are as distinct as fingerprints even for twins. In this paper a system for person identification is presented that uses a technique of localization, alignment, feature extraction, matching the features of irises and finally the decision regarding the degree of match based on hamming d...
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Abstract— A new iris recognition and person identification technique is introduced. The method is based on tracing the Eye image boundary, using the MarrHildreth edge technique. The Eye's pupil boundary is identified, using the contour follower which is based on the chain coding method. The coordinates of the pupil's center is then recognized as the center of figure of the pupil boundary chaine...
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Biometric-based personal verification and identification methods have gained much interest with an increasing emphasis on security. Iris recognition is a fast, accurate and secure biometric technique that can operate in both verification and identification modes since the iris texture pattern has no links with the genetic structure of an individual and since it is generated by chaotic process. ...
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ژورنال
عنوان ژورنال: Neural Networks
سال: 2020
ISSN: 0893-6080
DOI: 10.1016/j.neunet.2019.11.009