State of Art Survey Signature Verification Techniques 2019
Abstract
Currently a lot of time is needed for the verification of signature manually. The need of developing an automated checking system is felt because of signature forgery in various transactions. The dynamic signature is a biometric trait which is used in identification. The aim of the model is identifying correct signature for reducing fraudulent transactions. The idea is to duplicate a given signature a number of times and train the verifier with each of the resulting signatures. Automatic signature verification is an application of image processing. Signature Verification can be 1) Online (Dynamic) 2) Offline (Static). For duplication of signature one approach is using the Cognitive Inspired Model. The approach for creating human like signatures can be done by introducing Intra-Component and Inter-Component variability. This system, with a single reference signature, is capable of achieving a similar performance to standard verifiers trained with up to five signature specimens. For classification classifiers like SVM, CNN can be used.
References
Miguel A. Ferrer, and Réjean Plamondon, Dynamic Signature Verification System Based on One Real Signature”, 2168-2267 _c 2016 IEEE
2)Zhihua Xia, Tuanjia Shi , Neal N. Xiong, Xingmuing Sun, Byeungwoo Jeun, “A Privacy-preserving handwritten signature verification method using combinational features and secure KNN”
3)Miguel A. Ferrer, Moises Diaz, Cristina Carmona-Duarte and Aythami Morales “A Behavioral Handwriting Model for Static and Dynamic Signature Synthesis” 0162-8828 (c) 2016 IEEE.
4)Andreas Fischer, Member, IEEE, and R´ejean Plamondon, Fellow, IEEE “Signature Verification Based on the Kinematic Theory of Rapid Human Movements” 2168-2291 © 2016 IEEE.
5)Moises Diaz, Andreas Fischertt, Rejean Plamondon and Miguel A. Ferrer “Towards an Automatic On-Line Signature Verifier Using Only One Reference Per Signer” 2015 13th International Conference on Document Analysis and Recognition (ICDAR).
6)Biswajit Kar, Anirban Mukherjee , and Pranab K. Dutta “Stroke Point Wrapping-Based Reference Selection and Verification of Online Signature” 0018-9456 © 2017 IEEE.
7)Anastasia Beresneva, Anna Epishkina, Darina Shingalova “Handwritten Signature Attributes for its Verification” 978-1-5386-4340-2/18/$31.00©2018 IEEE .
8)Moises Diaz-Cabrera, Miguel A. Ferrer, Aythami Morales “Cognitive Inspired Model to Generate Duplicated Static Signature Images” 2167-6445/14 $31.00 © 2014 IEEE.
9)Moises Diaz, Miguel A. Ferrer, Eskander, Robert Saburin “Generation of Duplicated Offline Signature Images for Verification Systems” 0162-8828© 2016 IEEE.
10)Kamlesh Kumariand, V.K.Shrivastava “Factors Affecting The Accuracy of Automatic Sugnature Verification” 978-9-3805-4421-2/16/$31.00 ©2016IEEE
11)Syed Khaleel Ahmed, Member IEEE; Agileswari K. Ramasamy; Anis Salwa Mohd. Khairuddin and Jamaludin Omar, Member IEEE “Automatic Online Signature Verification: A Prototype Using Neural Networks” 978–1–4244–4547–9/09/$26.00© 2009 IEEE.
12)Bhushan S. Thakare, Dr. Hemant R. Deshmukh “A Novel End-To-End Approach For Offline Signature Verification System” 978-1-5386-4273-3/18/$31.00 ©2018 IEEE
13)Mohsen Fayyaz, Mohammad HajizadehSaffar, MohammadSabokrou, M. Hoseini and M. Fathy “Online Signature Verification Based on Feature Representation” 978-4799-8818-1/15/$31.00 ©2015 IEEE.
14)Napa Sae-Bae and NasirMemon, Fellow, IEEE “Online Signature Verification on Mobile Devices” 1556-6013 © 2014 IEEE.
15)Bhushan S. Thakare, Dr. Hemant R. Deshmukh “A combined feature extraction model using SIFT and LBP for offline signature verification system” 978-1-5386-4273-3/18/$31.00 ©2018 IEEE
16)Luiz G. Hafemann, Robert Sabourin, and Luiz S. Oliveira “Characterising and Evaluating adversarialexamoles for Offline Handwritten Signature Verification”.
17)Taraggy M. Ghanim,Ayman M. Nabil “Offline Signature Verification and Forgery Detection Approach” 978-1-5386-5111-7/18/$31.00 ©2018 IEEE.
To ensure uniformity of treatment among all contributors, other forms may not be substituted for this form, nor may any wording of the form be changed. This form is intended for original material submitted to AJCT and must accompany any such material in order to be published by AJCT. Please read the form carefully.
The undersigned hereby assigns to the Asian Journal of Convergence in Technology Issues ("AJCT") all rights under copyright that may exist in and to the above Work, any revised or expanded derivative works submitted to AJCT by the undersigned based on the Work, and any associated written, audio and/or visual presentations or other enhancements accompanying the Work. The undersigned hereby warrants that the Work is original and that he/she is the author of the Work; to the extent the Work incorporates text passages, figures, data or other material from the works of others, the undersigned has obtained any necessary permission. See Retained Rights, below.
AUTHOR RESPONSIBILITIES
AJCT distributes its technical publications throughout the world and wants to ensure that the material submitted to its publications is properly available to the readership of those publications. Authors must ensure that The Work is their own and is original. It is the responsibility of the authors, not AJCT, to determine whether disclosure of their material requires the prior consent of other parties and, if so, to obtain it.
RETAINED RIGHTS/TERMS AND CONDITIONS
1. Authors/employers retain all proprietary rights in any process, procedure, or article of manufacture described in the Work.
2. Authors/employers may reproduce or authorize others to reproduce The Work and for the author's personal use or for company or organizational use, provided that the source and any AJCT copyright notice are indicated, the copies are not used in any way that implies AJCT endorsement of a product or service of any employer, and the copies themselves are not offered for sale.
3. Authors/employers may make limited distribution of all or portions of the Work prior to publication if they inform AJCT in advance of the nature and extent of such limited distribution.
4. For all uses not covered by items 2 and 3, authors/employers must request permission from AJCT.
5. Although authors are permitted to re-use all or portions of the Work in other works, this does not include granting third-party requests for reprinting, republishing, or other types of re-use.
INFORMATION FOR AUTHORS
AJCT Copyright Ownership
It is the formal policy of AJCT to own the copyrights to all copyrightable material in its technical publications and to the individual contributions contained therein, in order to protect the interests of AJCT, its authors and their employers, and, at the same time, to facilitate the appropriate re-use of this material by others.
Author/Employer Rights
If you are employed and prepared the Work on a subject within the scope of your employment, the copyright in the Work belongs to your employer as a work-for-hire. In that case, AJCT assumes that when you sign this Form, you are authorized to do so by your employer and that your employer has consented to the transfer of copyright, to the representation and warranty of publication rights, and to all other terms and conditions of this Form. If such authorization and consent has not been given to you, an authorized representative of your employer should sign this Form as the Author.
Reprint/Republication Policy
AJCT requires that the consent of the first-named author and employer be sought as a condition to granting reprint or republication rights to others or for permitting use of a Work for promotion or marketing purposes.
GENERAL TERMS
1. The undersigned represents that he/she has the power and authority to make and execute this assignment.
2. The undersigned agrees to indemnify and hold harmless AJCT from any damage or expense that may arise in the event of a breach of any of the warranties set forth above.
3. In the event the above work is accepted and published by AJCT and consequently withdrawn by the author(s), the foregoing copyright transfer shall become null and void and all materials embodying the Work submitted to AJCT will be destroyed.
4. For jointly authored Works, all joint authors should sign, or one of the authors should sign as authorized agent
for the others.
Licenced by :
Creative Commons Attribution 4.0 International License.
