Signature-Based Biometric Authentication

In a modern, civilized and advanced society, reliable authentication and authorization of individuals are becoming more essential tasks in several aspects of daily activities and as well as many different important applications such as in financial transactions, access control, travel and immigration, healthcare etc. In some situations, when individual equipment is required for confirmation of one’s identity to other groups of people in order to make use of services or to achieve access to physical places, it is always necessary to declare self-identity and to prove the claim. Traditional authentication methods, which are based on knowledge (password-based authentication) or the utility of a token (photo ID cards, magnetic strip cards and key-based authentication), are less reliable because of loss, forgetfulness and theft.

[1]  A. Anthony Irudhayaraj,et al.  Biometric system , 2011, 2011 3rd International Conference on Electronics Computer Technology.

[2]  Arslan Brömme A classification of biometric signatures , 2003, ICME.

[3]  Umapada Pal,et al.  A Two-Stage Approach for English and Hindi Off-line Signature Verification , 2013, ICIAP Workshops.

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

[5]  Kejun Wang,et al.  A survey of off-line signature verification , 2004 .

[6]  Yoshio Itoh,et al.  DWT Domain On-Line Signature Verification , 2011 .

[7]  Priti P. Rege,et al.  Offline Handwritten Signature based Blind Biometric Watermarking and Authetication Technique using Biorthogonal Wavelet Transform , 2010 .

[8]  Umapada Pal,et al.  Off-line English and Chinese signature identification using foreground and background features , 2012, The 2012 International Joint Conference on Neural Networks (IJCNN).

[9]  Madasu Hanmandlu,et al.  Off-line signature verification and forgery detection using fuzzy modeling , 2005, Pattern Recognit..

[10]  Jr. J.P. Campbell,et al.  Speaker recognition: a tutorial , 1997, Proc. IEEE.

[11]  Réjean Plamondon,et al.  A kinematic theory of rapid human movements: Part III. Kinetic outcomes , 1998, Biological Cybernetics.

[12]  Sharath Pankanti,et al.  Biometrics: a tool for information security , 2006, IEEE Transactions on Information Forensics and Security.

[13]  Robert M. Davison,et al.  GSS for presentation support , 2000, CACM.

[14]  R. Plamondon,et al.  A multi-level representation paradigm for handwriting stroke generation. , 2006, Human movement science.

[15]  Bidyut Baran Chaudhuri,et al.  An OCR system to read two Indian language scripts: Bangla and Devnagari (Hindi) , 1997, Proceedings of the Fourth International Conference on Document Analysis and Recognition.

[16]  Anil K. Jain,et al.  Handbook of Fingerprint Recognition , 2005, Springer Professional Computing.

[17]  Vallipuram Muthukkumarasamy,et al.  Off-line Signature Verification Using Enhanced Modified Direction Features in Conjunction with Neural Classifiers and Support Vector Machines , 2007 .

[18]  M. A. Ismail,et al.  Off-line arabic signature recognition and verification , 2000, Pattern Recognit..

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

[20]  Giuseppe Pirlo,et al.  Analysis of Stability in Static Signatures Using Cosine Similarity , 2012, 2012 International Conference on Frontiers in Handwriting Recognition.

[21]  Julian Fiérrez,et al.  Cancelable Templates for Sequence-Based Biometrics with Application to On-line Signature Recognition , 2010, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

[22]  Bernadette Dorizzi,et al.  On Using the Viterbi Path Along With HMM Likelihood Information for Online Signature Verification , 2007, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[23]  Sharath Pankanti,et al.  BIOMETRIC IDENTIFICATION , 2000 .

[24]  Ho-Sub Yoon,et al.  Using geometric extrema for segment-to-segment characteristics comparison in online signature verification , 2004, Pattern Recognit..

[25]  Flávio Bortolozzi,et al.  A comparison of SVM and HMM classifiers in the off-line signature verification , 2005, Pattern Recognit. Lett..

[26]  Haris Baltzakis,et al.  Off-line signature verification using multiple neural network classification structures , 1997, Proceedings of 13th International Conference on Digital Signal Processing.

[27]  Daniel V. Klein ‘ ‘ Foiling the Cracker ’ ’ : yA Survey of , and Improvements to , Password Securit , 1990 .

[28]  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.

[29]  J. Ortega-Garcia,et al.  Cancelable Biometrics for HMM-based Signature Recognition , 2008, 2008 IEEE Second International Conference on Biometrics: Theory, Applications and Systems.

[30]  Joanna Putz-Leszczyska On-line signature verification using dynamic time warping with positional coordinates , 2006, Symposium on Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments (WILGA).

[31]  Anil K. Jain,et al.  Handbook of Face Recognition, 2nd Edition , 2011 .

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

[33]  Réjean Plamondon,et al.  The Design of An On-Line Signature Verification System: From Theory to Practice , 1994, Int. J. Pattern Recognit. Artif. Intell..

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

[35]  Venu Govindaraju,et al.  Introduction to the Special Issue on Recent Advances in Biometric Systems [Guest Editorial] , 2007, IEEE Trans. Syst. Man Cybern. Part B.

[36]  P. Campisi,et al.  Biometric Signature Authentication Using Radon Transform-Based Watermarking Techniques , 2007, 2007 Biometrics Symposium.

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

[38]  Arun Ross,et al.  Multibiometric systems , 2004, CACM.

[39]  Ravi Kumar,et al.  Structure and evolution of blogspace , 2004, CACM.

[40]  Julian Fiérrez,et al.  An Off-line Signature Verification System Based on Fusion of Local and Global Information , 2004, ECCV Workshop BioAW.

[41]  Umapada Pal,et al.  Multi-script Off-line Signature Verification: A Two Stage Approach , 2013, AFHA.

[42]  Anil K. Jain,et al.  Biometric Systems: Technology, Design and Performance Evaluation , 2004 .

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

[44]  A. Joussen,et al.  Vascular plasticity – the role of the angiopoietins in modulating ocular angiogenesis , 2001, Graefe's Archive for Clinical and Experimental Ophthalmology.

[45]  K. B. Raja,et al.  Combined Off-Line Signature Verification Using Neural Networks , 2010, ICT.

[46]  Ana González-Marcos,et al.  Biometric Identification through Hand Geometry Measurements , 2000, IEEE Trans. Pattern Anal. Mach. Intell..

[47]  Ben M. Herbst,et al.  Offline Signature Verification Using the Discrete Radon Transform and a Hidden Markov Model , 2004, EURASIP J. Adv. Signal Process..

[48]  Sebastiano Impedovo,et al.  Selecting Reference Signatures for On-Line Signature Verification , 1995, ICIAP.

[49]  Alireza Alaei,et al.  Off-line Signature Identification Using Background and Foreground Information , 2011, 2011 International Conference on Digital Image Computing: Techniques and Applications.

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

[51]  R. Plamondon The handwritten signature as a biometric identifier: psychophysical model and system design , 1995 .

[52]  Hong Yan,et al.  Off-line signature verification using structural feature correspondence , 2002, Pattern Recognit..

[53]  Sargur N. Srihari,et al.  A Survey of Computer Methods in Forensic Document Examination , 2003 .

[54]  Arun Ross,et al.  Multimodal biometrics: An overview , 2004, 2004 12th European Signal Processing Conference.

[55]  Emanuele Frontoni,et al.  Customers’ activity recognition in intelligent retail environments , 2013 .

[56]  K. B. Raja,et al.  Biometric security system based on signature verification using neural networks , 2010, 2010 IEEE International Conference on Computational Intelligence and Computing Research.

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

[58]  Réjean Plamondon,et al.  A kinematic theory of rapid human movements , 1995, Biological Cybernetics.

[59]  Javier Ortega-Garcia,et al.  From Biometrics Technology to Applications Regarding Face, Voice, Signature and Fingerprint Recognition Systems , 2002 .

[60]  Jianying Hu,et al.  Retail applications of signature verification , 2004, SPIE Defense + Commercial Sensing.

[61]  Yunhong Wang,et al.  A survey of off-line signature verification , 2004, 2004 International Conference on Intelligent Mechatronics and Automation, 2004. Proceedings..

[62]  Teddy Ko Multimodal biometric identification for large user population using fingerprint, face and iris recognition , 2005, 34th Applied Imagery and Pattern Recognition Workshop (AIPR'05).

[63]  Mario Refice,et al.  Handwritten Signature and Speech: Preliminary Experiments on Multiple Source and Classifiers for Personal Identity Verification , 2008, IWCF.

[64]  Carlos Vivaracho-Pascual,et al.  A New Proposal for Score Normalization in Biometric Signature Recognition Based on Client Threshold Prediction , 2012, 2012 IEEE 12th International Conference on Data Mining.

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

[66]  Alfred C. Weaver,et al.  Biometric authentication , 2006, Computer.

[67]  Nalini K. Ratha,et al.  Secure data hiding in wavelet compressed fingerprint images , 2000, MULTIMEDIA '00.

[68]  Sharath Pankanti,et al.  Biometrics: Personal Identification in Networked Society , 2013 .

[69]  Michael C. Fairhurst,et al.  A Method for the Synthesis of Dynamic Biometric Signature Data , 2007, Ninth International Conference on Document Analysis and Recognition (ICDAR 2007).

[70]  Hong Yan,et al.  Off-line signature verification based on geometric feature extraction and neural network classification , 1997, Pattern Recognit..

[71]  Alireza Alaei,et al.  Multi-script off-line signature identification , 2012, 2012 12th International Conference on Hybrid Intelligent Systems (HIS).

[72]  P. M. Mhatre,et al.  Offline signature verification based on statistical features , 2011, ICWET.

[73]  John Daugman,et al.  The importance of being random: statistical principles of iris recognition , 2003, Pattern Recognit..

[74]  Fabian Monrose,et al.  Authentication via keystroke dynamics , 1997, CCS '97.

[75]  D. S. Guru,et al.  Multimodal biometric system based on hand geometry, palmprint and signature , 2012, COMPUTE.

[76]  Michael Blumenstein,et al.  Hindi and English Off-line Signature Identification and Verification , 2013 .

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

[78]  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).

[79]  Miguel A. Ferrer,et al.  Off-line Handwritten Signature GPDS-960 Corpus , 2007 .

[80]  David Zhang,et al.  Guest Editorial Special Issue on Biometric Systems , 2005 .

[81]  Alessandro Neri,et al.  Bioconvolving: Cancelable templates for a multi-biometrics signature recognition system , 2011, 2011 IEEE International Systems Conference.

[82]  Ashok Samal,et al.  Automatic recognition and analysis of human faces and facial expressions: a survey , 1992, Pattern Recognit..