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Multimodal Biometrics for Voice and Handwriting [chapter]

Claus Vielhauer, Tobias Scheidat
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

G. Kaur, S. Bhushan, D. Singh
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

G. Kaur, S. Bhushan, D. Singh
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

Suvarnsing G., Sumegh Tharewal, Hanumant Gite, Siddharth Dabhade, K. V.
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

Afzel Noore, Richa Singh, Mayank Vatsa
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

Julian Fierrez-Aguilar, Daniel Garcia-Romero, Javier Ortega-Garcia, Joaquin Gonzalez-Rodriguez
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

T.C. Sabareeswari, Mr.S. Lenty Stuwart
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

Julian Fierrez-Aguilar, Javier Ortega-Garcia, Joaquin Gonzalez-Rodriguez, Josef Bigun
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

Julian Fierrez-Aguilar, Daniel Garcia-Romero, Javier Ortega-Garcia, Joaquin Gonzalez-Rodriguez
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

Youssef Elmir, Zakaria Elberrichi, Reda Adjoudj
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)

Dapinder Kaur, Gaganpreet Kaur, Dheerendra Singh
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]

Julian Fierrez-Aguilar, Loris Nanni, Jaime Lopez-Peñalba, Javier Ortega-Garcia, Davide Maltoni
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]

J. Fierrez-Aguilar, N. Alonso-Hermira, G. Moreno-Marquez, J. Ortega-Garcia
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

Piotr Szczuko, Arkadiusz Harasimiuk, Andrzej Czyżewski
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

P. D Garje
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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