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Multimodal Biometrics for Voice and Handwriting
[chapter]
2005
Lecture Notes in Computer Science
In this paper a novel fusion approach for combining voice and online signature verification will be introduced. ...
The fusion results of our new subsystem on the multimodal level are elaborated by enhancements to a system, which was previously introduced by us for biometric authentication in HCI scenarios. ...
and SIMILAR (Proposal Reference Number: FP6−507609) the Human to Computer Interaction part activities on multimodal fusion. ...
doi:10.1007/11552055_19
fatcat:npyi4smg4rgejjiljsuedqkcna
Fusion in Multimodal Biometric System: A Review
2017
Indian Journal of Science and Technology
Score level, feature level, rank level and decision fusion is followed by feature optimization using methods such as genetic algorithms and artificial neural networks. ...
A wide range of methods are being employed to fuse biometric data. These methods vary in efficiency and are highly dependant upon the selection of type of biometric chosen for fusion. ...
Finally, sum rule was used for fusion of biometric scores. Face, signature and fingerprint biometrics were used for fusion using learning based fusion strategy based on SVM 35 . ...
doi:10.17485/ijst/2017/v10i28/114382
fatcat:p4hhhqhio5aidf42e6izd4vxl4
Fusion in Multimodal Biometric System: A Review
2017
Indian Journal of Science and Technology
Score level, feature level, rank level and decision fusion is followed by feature optimization using methods such as genetic algorithms and artificial neural networks. ...
A wide range of methods are being employed to fuse biometric data. These methods vary in efficiency and are highly dependant upon the selection of type of biometric chosen for fusion. ...
Finally, sum rule was used for fusion of biometric scores. Face, signature and fingerprint biometrics were used for fusion using learning based fusion strategy based on SVM 35 . ...
doi:10.17485/ijst/2017/v10i19/114382
fatcat:tern7losm5gfhaw6jjmw54r4mm
Review on Face, Ear and Signature for Human Identification
2018
International Journal of Computer Applications
In this paper, we discuss different methods of Face, Ear and signature for recognition and identification. ...
Biometric-based personal identification is high applicability in an extensive range of security application but Multimodal biometrics is the way to reduce time density and give better recognition rate. ...
Multimodal biometric recognition system fingerprint, palmprint and face base on score level fusion (SLF). ...
doi:10.5120/ijca2018916250
fatcat:g5bxxtbqtnc6jl6tjhqz3f5lgm
Robust memory-efficient data level information fusion of multi-modal biometric images
2007
Information Fusion
This paper presents a novel multi-level wavelet based fusion algorithm that combines information from fingerprint, face, iris, and signature images of an individual into a single composite image. ...
The effectiveness of the fusion algorithm is experimentally validated by computing the matching scores and the equal error rates before fusion, after reconstruction of biometric images, and when the composite ...
The authors thank the reviewers for their valuable comments and suggestions for improving the quality and technical content of this paper. ...
doi:10.1016/j.inffus.2005.09.005
fatcat:i3nq3ydxkjdenhqzkmlgw67fee
Adapted user-dependent multimodal biometric authentication exploiting general information
2005
Pattern Recognition Letters
-A. thanks Consejeria de Educacion de la Comunidad de Madrid and Fondo Social Europeo for supporting his doctoral research. ...
Acknowledgements This work has been supported by the Spanish Ministry for Science and Technology under projects TIC2003-09068-C02-01 and TIC2003-08382-C05-01. J.
F. ...
Score-level multimodal fusion based on SVMs Given a multimodal biometric verification system consisting of R different unimodal systems r = 1, . . . , R, each one computes a similarity score x r ∈ R between ...
doi:10.1016/j.patrec.2005.06.008
fatcat:bdnklibx5zbghmesvkujpjwpri
Identification of a Person Using Multimodal Biometric System
2010
International Journal of Computer Applications
An effective fusion scheme that combines information presented by multiple domain experts based on the rank-level fusion integration method. ...
face, ear, and signature) identity authentication and utilizing the novel rank-level fusion method in order to consolidate the results obtained from different bio-metric matchers. ...
verification system based on a global appearance representation scheme, a minutiae-based fingerprint verification system, and an online signature verification system based on HMM modeling of temporal ...
doi:10.5120/769-1077
fatcat:at2ry5ag55fwhliwed7xkgkx2i
Discriminative multimodal biometric authentication based on quality measures
2005
Pattern Recognition
A novel score-level fusion strategy based on quality measures for multimodal biometric authentication is presented. ...
In the proposed method, the fusion function is adapted every time an authentication claim is performed based on the estimated quality of the sensed biometric signals at this time. ...
-A. is also supported by a FPI Fellowship from Comunidad de Madrid. ...
doi:10.1016/j.patcog.2004.11.012
fatcat:wggvmbl4g5dgnh25f3sblrisqy
Bayesian adaptation for user-dependent multimodal biometric authentication
2005
Pattern Recognition
El acceso a la versión del editor puede requerir la suscripción del recurso Access to the published version may require subscription Abstract A novel score-level fusion strategy based on Bayesian adaptation ...
In the proposed method, the fusion function is adapted for each user based on prior information extracted from a pool of users. ...
-A. is also supported by a FPI Fellowship from Comunidad de Madrid. ...
doi:10.1016/j.patcog.2005.01.013
fatcat:zlevtm7w7zbojpyvetcxxa6u4u
Multimodal Biometric Using a Hierarchical Fusion of a Person's Face, Voice, and Online Signature
2014
Journal of Information Processing Systems
The multi-level biometric fusion includes a pre-classification fusion with optimal feature selection and a post-classification fusion that is based on the similarity of the maximum of matching scores. ...
Biometric performance improvement is a challenging task. In this paper, a hierarchical strategy fusion based on multimodal biometric system is presented. ...
The Fusion at Score Level A system based on the fusion at the score level is proposed. The used scores are obtained from the monomodal systems (see Fig. 1 ). ...
doi:10.3745/jips.02.0007
fatcat:zfdmsl6bsfdljodaa7bb6nllsa
Efficient and Robust Multimodal Biometric System for Feature Level Fusion (Speech and Signature)
2013
International Journal of Computer Applications
This proposed work presents a novel user authentication system based on a combined acquisition of offline signatures and speech signals. ...
Various approaches are possible for signature recognition with a lot of scope of research. ...
doi:10.5120/13109-0432
fatcat:ikrt5hsdpbdtpcvs2pthvpfq4m
An On-Line Signature Verification System Based on Fusion of Local and Global Information
[chapter]
2005
Lecture Notes in Computer Science
An on-line signature verification system exploiting both local and global information through decision-level fusion is presented. ...
The two proposed systems are also shown to give complementary recognition information which is successfully exploited using decision-level score fusion. ...
-A. is also supported by a FPI Fellowship from Comunidad de Madrid. ...
doi:10.1007/11527923_54
fatcat:w2lq2kr6hjgfhmlul3by7w4eii
An Off-line Signature Verification System Based on Fusion of Local and Global Information
[chapter]
2004
Lecture Notes in Computer Science
An on-line signature verification system exploiting both local and global information through decision-level fusion is presented. ...
The two proposed systems are also shown to give complementary recognition information which is successfully exploited using decision-level score fusion. ...
-A. is also supported by a FPI Fellowship from Comunidad de Madrid. ...
doi:10.1007/978-3-540-25976-3_27
fatcat:p5rui4jkrfajtoh3c7vd7rihle
Evaluation of Decision Fusion Methods for Multimodal Biometrics in the Banking Application
2022
Sensors
First, the approaches for multimodal biometric data fusion for verification are explained. ...
Then the proposed implementation of comparison scores fusion is presented, including details on the application of DST, required modifications, base probability, and mass conversions. ...
[10] for the most novel approaches based on deep learning. ...
doi:10.3390/s22062356
pmid:35336526
pmcid:PMC8951111
fatcat:r27f7zqasff3dektu6vf34563u
Multibiometric Identification System Based On Score Level Fusion
2012
IOSR Journal of Electronics and Communication Engineering
Once both iris n fingerprint template are match separately scores are combined by using sum rule-based score level fusion which increase the recognition rate. ...
Biometric identification systems, which use physical features to check a person's identity, ensures much greater security than password and number systems. ...
The fingerprint verification system is presented in [23] is based on a a novel robust secure fingerprint matching technique, which is secure against side channel attacks. ...
doi:10.9790/2834-0260711
fatcat:665x6i4wq5d47i4yv6zwns3bsi
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