Iris Recognition Method Based on Parallel Iris Localization Algorithm and Deep Learning Iris Verification [PDF]
Sensors, 2022 Biometric recognition technology has been widely used in various fields of society. Iris recognition technology, as a stable and convenient biometric recognition technology, has been widely used in security applications.
Yinyin Wei +3 more
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Cross-spectral iris recognition using phase-based matching and homomorphic filtering [PDF]
Heliyon, 2020 In cross-spectral iris recognition, different spectral bands are used to obtain rich information of the human iris. Previous studies on cross-spectral iris recognition are based primarily on feature-based approaches, which are prone to the changes in ...
Maulisa Oktiana +6 more
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Presentation Attack Detection for Iris Recognition System Using NIR Camera Sensor [PDF]
Sensors, 2018 Among biometric recognition systems such as fingerprint, finger-vein, or face, the iris recognition system has proven to be effective for achieving a high recognition accuracy and security level.
Dat Tien Nguyen +3 more
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CBAM-DenseNet with multi-feature quality filtering: advancing accuracy in small-sample iris recognition [PDF]
Frontiers in Artificial IntelligenceIn the context of the information age, traditional password and key-based authentication mechanisms are no longer sufficient to meet the growing demands for information security. Iris recognition technology has garnered attention due to its high security
Yongheng Pang +5 more
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Deep Learning-Based Enhanced Presentation Attack Detection for Iris Recognition by Combining Features from Local and Global Regions Based on NIR Camera Sensor [PDF]
Sensors, 2018 Iris recognition systems have been used in high-security-level applications because of their high recognition rate and the distinctiveness of iris patterns.
Dat Tien Nguyen +3 more
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Open‐set iris recognition based on deep learning
IET Image Processing, 2022 The existing iris recognition methods offer excellent recognition performance for known classes, but they do not consider the rejection of unknown classes. It is important to reject an unknown object class for a reliable iris recognition system.
Jie Sun +4 more
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Recent Iris and Ocular Recognition Methods in High- and Low-Resolution Images: A Survey
Mathematics, 2022 Among biometrics, iris and ocular recognition systems are the methods that recognize eye features in an image. Such iris and ocular regions must have a certain image resolution to achieve a high recognition performance; otherwise, the risk of performance
Young Won Lee, Kang Ryoung Park
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Blind Quality Assessment of Iris Images Acquired in Visible Light for Biometric Recognition
Sensors, 2020 Image quality is a key issue affecting the performance of biometric systems. Ensuring the quality of iris images acquired in unconstrained imaging conditions in visible light poses many challenges to iris recognition systems.
Mohsen Jenadeleh +2 more
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Iris Recognition Development Techniques: A Comprehensive Review
Complexity, 2021 Recently, iris recognition techniques have achieved great performance in identification. Among authentication techniques, iris recognition systems have received attention very much due to their rich iris texture which gives robust standards for ...
Jasem Rahman Malgheet +2 more
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Enhanced Iris Recognition Method by Generative Adversarial Network-Based Image Reconstruction
IEEE Access, 2021 Iris recognition is one of the non-contact biometric identification methods that are hygienic and highly accurate. Iris recognition involves using iris images obtained by a near-infrared (NIR) camera or a visible light camera.
Min Beom Lee +3 more
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