Optimal feature level fusion for secured human authentication in multimodal biometric system
Sign Up to like & getrecommendations! Published in 2021 at "Machine Vision and Applications"
DOI: 10.1007/s00138-020-01146-6
Abstract: The rising demand for high security and reliable authentication schemes, led to the development of the unimodal biometric system so that the multimodal biometric system has emerged. The multimodal biometric system will use more than… read more here.
Keywords: fusion; multimodal biometric; feature level; biometric system ... See more keywords
Multimodal biometric scheme for human authentication technique based on voice and face recognition fusion
Sign Up to like & getrecommendations! Published in 2018 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-018-7012-3
Abstract: In this paper, an effective multimodal biometric identification approach for human authentication tool based on face and voice recognition fusion is proposed. Cepstral coefficients and statistical coefficients are employed to extract features of voice recognition… read more here.
Keywords: voice; recognition; fusion; face ... See more keywords
A Hybrid Model Combining Learning Distance Metric and DAG Support Vector Machine for Multimodal Biometric Recognition
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DOI: 10.1109/access.2020.3035110
Abstract: Metric learning has significantly improved machine learning applications such as face re-identification and image classification using K-Nearest Neighbor (KNN) and Support Vector Machine (SVM) classifiers. However, to the best of our knowledge, it has not… read more here.
Keywords: biometric recognition; distance metric; multimodal biometric;
Continuous Multimodal Biometric Authentication Schemes: A Systematic Review
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DOI: 10.1109/access.2021.3061589
Abstract: Building safeguards against illegitimate access and authentication is a cornerstone for securing systems. Existing user authentication schemes suffer from challenges in detecting impersonation attacks which leave systems vulnerable and susceptible to misuse. A range of… read more here.
Keywords: continuous multimodal; authentication; biometric authentication; multimodal biometric ... See more keywords
Multimodal Biometric Recognition Based on 3D Ultrasound Palmprint-Hand Geometry Fusion
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DOI: 10.1109/access.2022.3143433
Abstract: In recent years, multimodal biometric systems are increasingly employed in many application field due to several advantages in terms of universality, recognition rate. and security. Among various acquisition technologies, Ultrasound shows important merits, because it… read more here.
Keywords: recognition; fusion; multimodal biometric; geometry ... See more keywords
An Intelligent Multimodal Biometric Authentication Model for Personalised Healthcare Services
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DOI: 10.3390/fi14080222
Abstract: With the advent of modern technologies, the healthcare industry is moving towards a more personalised smart care model. The enablers of such care models are the Internet of Things (IoT) and Artificial Intelligence (AI). These… read more here.
Keywords: authentication; biometric authentication; intelligent multimodal; multimodal biometric ... See more keywords
A Hybrid Approach to Multimodal Biometric Recognition Based on Feature-level Fusion of Face, Two Irises, and Both Thumbprints
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Medical Signals and Sensors"
DOI: 10.4103/jmss.jmss_103_21
Abstract: Background: The most significant motivations for designing multi-biometric systems are high-accuracy recognition, high-security assurances as well as overcoming the limitations like non-universality, noisy sensor data, and large intra-user variations. Therefore, choosing data for fusion is… read more here.
Keywords: system; fusion; multimodal biometric; feature ... See more keywords