IEEE Transactions on Pattern Analysis and Machine Intelligence
Integrating Faces and Fingerprints for Personal Identification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Biometrics, Personal Identification in Networked Society: Personal Identification in Networked Society
High Confidence Visual Recognition of Persons by a Test of Statistical Independence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Journal of Cognitive Neuroscience
A single-sensor hand geometry and palmprint verification system
WBMA '03 Proceedings of the 2003 ACM SIGMM workshop on Biometrics methods and applications
Unobtrusive user identification with light biometrics
Proceedings of the third Nordic conference on Human-computer interaction
Soft biometrics-combining body weight and fat measurements with fingerprint biometrics
Pattern Recognition Letters
Outdoor recognition at a distance by fusing gait and face
Image and Vision Computing
Fusion of Palmprint and Iris for Personal Authentication
ADMA '07 Proceedings of the 3rd international conference on Advanced Data Mining and Applications
Image and Vision Computing
Threshold-optimized decision-level fusion and its application to biometrics
Pattern Recognition
Robustness of multimodal biometric fusion methods against spoof attacks
Journal of Visual Languages and Computing
Combining different biometric traits with one-class classification
Signal Processing
Robust Multi-modal and Multi-unit Feature Level Fusion of Face and Iris Biometrics
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
International Journal of Biometrics
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
Multimodal biometric system using rank-level fusion approach
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on cybernetics and cognitive informatics
Biometric Recognition: When Is Evidence Fusion Advantageous?
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part II
Score normalization in multimodal biometric systems
Pattern Recognition
An intelligent multimodal biometric system for high security access
International Journal of Biometrics
Feature selection for support vector machine-based face-iris multimodal biometric system
Expert Systems with Applications: An International Journal
Biometric fusion image for sharing over satellite communication with pseudo-random secret code
ICCOM'06 Proceedings of the 10th WSEAS international conference on Communications
On combining selective best bits of iris-codes
BioID'11 Proceedings of the COST 2101 European conference on Biometrics and ID management
How to handle missing data in robust multi-biometrics verification
International Journal of Biometrics
Score level fusion of multimodal biometrics using triangular norms
Pattern Recognition Letters
A dynamic face and fingerprint fusion system for identity authentication
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part II
Dynamic bayesian networks for audio-visual speaker recognition
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
Fusion of face and iris features for multimodal biometrics
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
AVAS: an audio-visual attendance system
PCM'06 Proceedings of the 7th Pacific Rim conference on Advances in Multimedia Information Processing
Biometric authentication system using reduced joint feature vector of iris and face
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
A principled approach to score level fusion in multimodal biometric systems
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
How face pose influence the performance of SVM-Based face and fingerprint authentication system
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
Bimodal speaker identification using dynamic bayesian network
SINOBIOMETRICS'04 Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication
A review of recent advances in 3D ear- and expression-invariant face biometrics
ACM Computing Surveys (CSUR)
Genetically identical irises have texture similarity that is not detected by iris biometrics
Computer Vision and Image Understanding
Genetic and evolutionary methods for biometric feature reduction
International Journal of Biometrics
Combining face with face-part detectors under gaussian assumption
ICIAR'12 Proceedings of the 9th international conference on Image Analysis and Recognition - Volume Part II
Combination of physiological and behavioral biometric for human identification
MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
A contactless biometric system using multiple hand features
Journal of Visual Communication and Image Representation
Fusion of near infrared face and Iris biometrics
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Multibiometric human recognition using 3D ear and face features
Pattern Recognition
Multi-view gait fusion for large scale human identification in surveillance videos
ACIVS'12 Proceedings of the 14th international conference on Advanced Concepts for Intelligent Vision Systems
Gait based human identity recognition from multi-view surveillance videos
ICA3PP'12 Proceedings of the 12th international conference on Algorithms and Architectures for Parallel Processing - Volume Part II
Multi-view multi-modal gait based human identity recognition from surveillance videos
MPRSS'12 Proceedings of the First international conference on Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction
Multimodal biometric system based on hand geometry, palmprint and signature
Proceedings of the 5th ACM COMPUTE Conference: Intelligent & scalable system technologies
Pattern Recognition Letters
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Face and iris identification have been employed in various biometric applications. Besides improving verification performance, the fusion of these two biometrics has several other advantages. We use two different strategies for fusing iris and face classifiers. The first strategy is to compute either an unweighted or weighted sum and to compare the result to a threshold. The second strategy is to treat the matching distances of face and iris classifiers as a two-dimensional feature vector and to use a classifier such as Fisher's discriminant analysis and a neural network with radial basis function (RBFNN) to classify the vector as being genuine or an impostor. We compare the results of the combined classifier with the results of the individual face and iris classifiers.