Proceedings ArticleDOI
A Framework For Combination Of Sequential Architecture And Soft Biometrics In Multibiometric Scores Fusion
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TLDR
An architecture of multibiometric scores fusion that combines the sequential strategy and the soft biometric features is presented and a framework of the adapted sequential scores fusion architecture is proposed.Abstract:
This work aims to present an architecture of multibiometric scores fusion that combines the sequential strategy and the soft biometric features. The main objective is to provide a new architecture that can improve the performance in multibiometric systems. The first part of the paper presents the benefit of soft biometrics in multibiometric systems. Then, we focus on the sequential strategy of scores fusion. Based on the two principles mentioned early, a framework of the adapted sequential scores fusion architecture is proposed. Finally, the detailed instructions of the derived algorithm are built.read more
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Soft Biometrics Authentication: A Cluster-Based Skin Color Classification System
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References
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Journal ArticleDOI
Score normalization in multimodal biometric systems
TL;DR: Study of the performance of different normalization techniques and fusion rules in the context of a multimodal biometric system based on the face, fingerprint and hand-geometry traits of a user found that the application of min-max, z-score, and tanh normalization schemes followed by a simple sum of scores fusion method results in better recognition performance compared to other methods.
Book ChapterDOI
Integrating Faces, Fingerprints, and Soft Biometric Traits for User Recognition
TL;DR: A hybrid biometric system that uses face and fingerprint as the primary characteristics and gender, ethnicity, and height as the soft characteristics and results indicate that such a performance improvement can be achieved only if the soft biometric traits are complementary to the primaryBiometric traits.
Journal ArticleDOI
Multi-Biometric Systems: A State of the Art Survey and Research Directions
TL;DR: A state of the art survey of multi-biometrics benefits, limitations, integration strategies, and fusion levels are discussed in this paper.
Posted Content
An Efficient Secure Multimodal Biometric Fusion Using Palmprint and Face Image
TL;DR: This paper proposes an authentication method for a multimodal biometric system identification using two traits i.e. face and palmprint, designed for application where the training data contains a face and palmsprint.
Journal ArticleDOI
Evaluation of biometric systems: a study of users' acceptance and satisfaction
TL;DR: The results from this survey show the necessity of taking users point of view when designing and evaluating biometric systems, and the robustness of a system against attacks, computation time required during the verication phase and its easiness to use.