Reliable On-Line Human Signature Verification Systems
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
FVC2000: Fingerprint Verification Competition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Expert Conciliation for Multi Modal Person Authentication Systems by Bayesian Statistics
AVBPA '97 Proceedings of the First International Conference on Audio- and Video-Based Biometric Person Authentication
On-line Handwritten Signature Verification using Hidden Markov Model Features
ICDAR '97 Proceedings of the 4th International Conference on Document Analysis and Recognition
Handbook of Fingerprint Recognition
Handbook of Fingerprint Recognition
Pattern Recognition, Third Edition
Pattern Recognition, Third Edition
ICASSP '01 Proceedings of the Acoustics, Speech, and Signal Processing, 200. on IEEE International Conference - Volume 02
Complete signal modeling and score normalization for function-based dynamic signature verification
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Target dependent score normalization techniques and their application to signature verification
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
An introduction to biometric recognition
IEEE Transactions on Circuits and Systems for Video Technology
Cluster-based pattern discrimination: A novel technique for feature selection
Pattern Recognition Letters
An improved BioHashing for human authentication
Pattern Recognition
HMM-based on-line signature verification: Feature extraction and signature modeling
Pattern Recognition Letters
A novel local on-line signature verification system
Pattern Recognition Letters
Over-complete feature generation and feature selection for biometry
Expert Systems with Applications: An International Journal
An experimental comparison of ensemble of classifiers for bankruptcy prediction and credit scoring
Expert Systems with Applications: An International Journal
Ensemble of on-line signature matchers based on OverComplete feature generation
Expert Systems with Applications: An International Journal
Promoting Diversity in Gaussian Mixture Ensembles: An Application to Signature Verification
Biometrics and Identity Management
On-line signature verification system with failure to enrol management
Pattern Recognition
Practical On-Line Signature Verification
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Feature Selection and Binarization for On-Line Signature Recognition
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
A novel criterion for writer enrolment based on a time-normalized signature sample entropy measure
EURASIP Journal on Advances in Signal Processing - Special issue on recent advances in biometric systems: a signal processing perspective
Biometric cryptosystem using function based on-line signature recognition
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Online signature verification algorithm with a user-specific global-parameter fusion model
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Online signature verification using Fourier descriptors
EURASIP Journal on Advances in Signal Processing - Special issue on recent advances in biometric systems: a signal processing perspective
On-line signature authentication using Zernike moments
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
Visual-based online signature verification using features extracted from video
Journal of Network and Computer Applications
Pressure evaluation in on-line and off-line signatures
BioID_MultiComm'09 Proceedings of the 2009 joint COST 2101 and 2102 international conference on Biometric ID management and multimodal communication
Ergodic HMM-UBM system for on-line signature verification
BioID_MultiComm'09 Proceedings of the 2009 joint COST 2101 and 2102 international conference on Biometric ID management and multimodal communication
Fusion of static image and dynamic information for signature verification
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Online signature verification with support vector machines based on LCSS kernel functions
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on gait analysis
Biometric-based authentication system using rough set theory
RSCTC'10 Proceedings of the 7th international conference on Rough sets and current trends in computing
International Journal of Intelligent Systems Technologies and Applications
Fast on-line signature recognition based on VQ with time modeling
Engineering Applications of Artificial Intelligence
An approach for on-line signature authentication using Zernike moments
Pattern Recognition Letters
Rough set approach to online signature identification
Digital Signal Processing
BioID'11 Proceedings of the COST 2101 European conference on Biometrics and ID management
Biometric recognition using online uppercase handwritten text
Pattern Recognition
A survey of on-line signature verification
CCBR'11 Proceedings of the 6th Chinese conference on Biometric recognition
Synthetic on-line signature generation. Part II: Experimental validation
Pattern Recognition
Sensor interoperability and fusion in signature verification: a case study using tablet PC
IWBRS'05 Proceedings of the 2005 international conference on Advances in Biometric Person Authentication
Fusion of local and regional approaches for on-line signature verification
IWBRS'05 Proceedings of the 2005 international conference on Advances in Biometric Person Authentication
Bayesian hill-climbing attack and its application to signature verification
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Evaluating the biometric sample quality of handwritten signatures
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Effectiveness of pen pressure, azimuth, and altitude features for online signature verification
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Automatic online signature verification using HMMs with user-dependent structure
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Biometric hashing based on genetic selection and its application to on-line signatures
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
A mobile contactless point of sale enhanced by the NFC and biometric technologies
International Journal of Internet Technology and Secured Transactions
On-line signature verification using vertical signature partitioning
Expert Systems with Applications: An International Journal
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An on-line signature verification system exploiting both local and global information through decision-level fusion is presented. Global information is extracted with a feature-based representation and recognized by using Parzen Windows Classifiers. Local information is extracted as time functions of various dynamic properties and recognized by using Hidden Markov Models. Experimental results are given on the large MCYT signature database (330 signers, 16500 signatures) for random and skilled forgeries. Feature selection experiments based on feature ranking are carried out. It is shown experimentally that the machine expert based on local information outperforms the system based on global analysis when enough training data is available. Conversely, it is found that global analysis is more appropriate in the case of small training set size. The two proposed systems are also shown to give complementary recognition information which is successfully exploited using decision-level score fusion.