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[1]  Réjean Plamondon,et al.  Automatic signature verification and writer identification - the state of the art , 1989, Pattern Recognit..

[2]  Stefan Fischer,et al.  Expert Conciliation for Multi Modal Person Authentication Systems by Bayesian Statistics , 1997, AVBPA.

[3]  Pietro Perona,et al.  Visual Identification by Signature Tracking , 2003, IEEE Trans. Pattern Anal. Mach. Intell..

[4]  Jiri Matas,et al.  On Combining Classifiers , 1998, IEEE Trans. Pattern Anal. Mach. Intell..

[5]  William Turin,et al.  Statistical Methods for On-Line Signature Verification , 1994, Int. J. Pattern Recognit. Artif. Intell..

[6]  Anil K. Jain,et al.  On-line signature verification, , 2002, Pattern Recognit..

[7]  G. Chollet,et al.  The 1st BioSecure Residential Workshop , 2005, ISPA 2005. Proceedings of the 4th International Symposium on Image and Signal Processing and Analysis, 2005..

[8]  Juan J. Igarza,et al.  Off-line signature recognition based on dynamic methods , 2005, SPIE Defense + Commercial Sensing.

[9]  Julian Fiérrez,et al.  Complete Signal Modeling and Score Normalization for Function-Based Dynamic Signature Verification , 2003, AVBPA.

[10]  Takashi Matsumoto,et al.  A Markov chain Monte Carlo algorithm for bayesian dynamic signature verification , 2006, IEEE Transactions on Information Forensics and Security.

[11]  Réjean Plamondon,et al.  Acceleration measurement with an instrumented pen for signature verification and handwriting analysis , 1989 .

[12]  Michael Fairhurst,et al.  Signature verification revisited: promoting practical exploitation of biometric technology , 1997 .

[13]  Gérard Chollet,et al.  BIOMET: A Multimodal Person Authentication Database Including Face, Voice, Fingerprint, Hand and Signature Modalities , 2003, AVBPA.

[14]  Giuseppe Pirlo,et al.  Automatic Signature Verification: The State of the Art , 2008, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

[15]  Marek Rejman-Greene,et al.  Privacy Issues in the Application of Biometrics: a European Perspective , 2005 .

[16]  Julian Fiérrez,et al.  Target dependent score normalization techniques and their application to signature verification , 2005, IEEE Trans. Syst. Man Cybern. Part C.

[17]  Anil K. Jain,et al.  Feature Selection: Evaluation, Application, and Small Sample Performance , 1997, IEEE Trans. Pattern Anal. Mach. Intell..

[18]  Miguel Angel Ferrer-Ballester,et al.  Offline geometric parameters for automatic signature verification using fixed-point arithmetic , 2005, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[19]  J. Richiardi,et al.  Gaussian Mixture Models for on-line signature verification , 2003, WBMA '03.

[20]  Venu Govindaraju,et al.  A comparative study on the consistency of features in on-line signature verification , 2005, Pattern Recognit. Lett..

[21]  Ben M. Herbst,et al.  Estimating the pen trajectories of static signatures using hidden Markov models , 2005, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[22]  Arun Ross,et al.  Handbook of Multibiometrics , 2006, The Kluwer international series on biometrics.

[23]  Takashi Matsumoto,et al.  AdaBoost-based on-line signature verifier , 2005, SPIE Defense + Commercial Sensing.

[24]  Julian Fiérrez,et al.  HMM-based on-line signature verification: Feature extraction and signature modeling , 2007, Pattern Recognit. Lett..

[25]  Loris Nanni,et al.  Advanced methods for two-class problem formulation for on-line signature verification , 2006, Neurocomputing.

[26]  Arun Ross,et al.  Biometric template selection and update: a case study in fingerprints , 2004, Pattern Recognit..

[27]  Réjean Plamondon,et al.  A complexity measure of handwritten curves: modeling of dynamic signature forgery , 1993, IEEE Trans. Syst. Man Cybern..

[28]  Michael C. Fairhurst,et al.  Complexity measures in handwritten signature verification , 2001, HCI.

[29]  Hong Chang,et al.  SVC2004: First International Signature Verification Competition , 2004, ICBA.

[30]  Christian Hook,et al.  A Novel Digitizing Pen for the Analysis of Pen Pressure and Inclination in Handwriting Biometrics , 2004, ECCV Workshop BioAW.

[31]  Bernadette Dorizzi,et al.  Fusion of HMM's Likelihood and Viterbi Path for On-line Signature Verification , 2004, ECCV Workshop BioAW.

[32]  Juan J. Igarza,et al.  MCYT baseline corpus: a bimodal biometric database , 2003 .

[33]  Julian Fiérrez,et al.  Combining multiple matchers for fingerprint verification: A case study in biosecure network of excellence , 2007, Ann. des Télécommunications.

[34]  Emile H. L. Aarts,et al.  On-line signature verification with hidden Markov models , 1998, Proceedings. Fourteenth International Conference on Pattern Recognition (Cat. No.98EX170).

[35]  Toby Berger,et al.  Reliable On-Line Human Signature Verification Systems , 1996, IEEE Trans. Pattern Anal. Mach. Intell..

[36]  E. Kishon,et al.  Use of dynamic features for signature verification , 1991, Conference Proceedings 1991 IEEE International Conference on Systems, Man, and Cybernetics.

[37]  Marcos Faúndez-Zanuy,et al.  On-line signature recognition based on VQ-DTW , 2007, Pattern Recognit..

[38]  J. Fierrez-Aguilar,et al.  Cryptographic key generation using handwritten signature , 2006, SPIE Defense + Commercial Sensing.

[39]  Loris Nanni,et al.  An On-Line Signature Verification System Based on Fusion of Local and Global Information , 2005, AVBPA.

[40]  Michael C. Fairhurst,et al.  An Evaluation of Parallel Strategies for Feature Vector Construction in Automatic Signature Verification Systems , 1994, Int. J. Pattern Recognit. Artif. Intell..

[41]  Hikaru Morita,et al.  On-line signature verification algorithm incorporating pen position, pen pressure and pen inclination trajectories , 2001, 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.01CH37221).

[42]  Ordway Hilton Signatures—Review and a New View , 1992 .

[43]  Bruno Dumas,et al.  MyIdea - Sensors Specifications and Acquisition Protocol , 2006 .

[44]  Réjean Plamondon,et al.  Automatic Signature Verification: The State of the Art - 1989-1993 , 1994, Int. J. Pattern Recognit. Artif. Intell..

[45]  C. N. Liu,et al.  Automatic signature verification based on accelerometry , 1977 .

[46]  Arun Ross,et al.  Score normalization in multimodal biometric systems , 2005, Pattern Recognit..

[47]  Berrin A. Yanikoglu,et al.  Identity authentication using improved online signature verification method , 2005, Pattern Recognit. Lett..

[48]  W. Turin,et al.  On-line handwritten signature verification using hidden Markov model features , 1997, Proceedings of the Fourth International Conference on Document Analysis and Recognition.

[49]  Jonas Richiardi,et al.  Local and global feature selection for on-line signature verification , 2005, Eighth International Conference on Document Analysis and Recognition (ICDAR'05).

[50]  Javier Ortega-Garcia,et al.  Multimodal biometric databases: an overview , 2006 .

[51]  Bin Li,et al.  Online signature verification based on null component analysis and principal component analysis , 2005, Pattern Analysis and Applications.

[52]  J. Fierrez-Aguilar,et al.  Secure access system using signature verification over tablet PC , 2007, IEEE Aerospace and Electronic Systems Magazine.

[53]  Javier Ortega-Garcia,et al.  Bayesian analysis of fingerprint, face and signature evidences with automatic biometric systems. , 2005, Forensic science international.

[54]  L. Yang,et al.  Application of hidden Markov models for signature verification , 1995, Pattern Recognit..

[55]  Sargur N. Srihari,et al.  On-Line and Off-Line Handwriting Recognition: A Comprehensive Survey , 2000, IEEE Trans. Pattern Anal. Mach. Intell..

[56]  Anil K. Jain,et al.  Fusion of Local and Regional Approaches for On-Line Signature Verification , 2005, IWBRS.

[57]  V. S. Nalwa Automatic on-line signature verification , 1997 .

[58]  D. Reynolds,et al.  Authentication gets personal with biometrics , 2004, IEEE Signal Processing Magazine.

[59]  Andrzej Pacut,et al.  Recognition of human signatures , 2001, IJCNN'01. International Joint Conference on Neural Networks. Proceedings (Cat. No.01CH37222).

[60]  Inma Hernáez,et al.  Searching for an Optimal Reference System for On-Line Signature Verification Based on (x, y) Alignment , 2004, ICBA.