We apologize for a recent technical issue with our email system, which temporarily affected account activations. Accounts have now been activated. Authors may proceed with paper submissions. PhDFocusTM
CFP last date
20 December 2024
Call for Paper
January Edition
IJCA solicits high quality original research papers for the upcoming January edition of the journal. The last date of research paper submission is 20 December 2024

Submit your paper
Know more
The week's pick
Responsive image
Improved Shuffled Frog Leaping Algorithm with Self-Adaptive Shuffling for Fuzzy Logic PD+G Controller Optimization in Robotic Manipulators

Duc Hoang Nguyen
Random Articles
Reseach Article

Approaches and Issues in Offline Signature Verification System

by Hemanta Saikia, Kanak Chandra Sarma
journal cover thumbnail

International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 42 - Number 16
Year of Publication: 2012
Authors: Hemanta Saikia, Kanak Chandra Sarma
10.5120/5781-8035

Hemanta Saikia, Kanak Chandra Sarma . Approaches and Issues in Offline Signature Verification System. International Journal of Computer Applications. 42, 16 ( March 2012), 45-52. DOI=10.5120/5781-8035

@article{ 10.5120/5781-8035,
author = { Hemanta Saikia, Kanak Chandra Sarma },
title = { Approaches and Issues in Offline Signature Verification System },
journal = { International Journal of Computer Applications },
issue_date = { March 2012 },
volume = { 42 },
number = { 16 },
month = { March },
year = { 2012 },
issn = { 0975-8887 },
pages = { 45-52 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume42/number16/5781-8035/ },
doi = { 10.5120/5781-8035 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:31:30.882322+05:30
%A Hemanta Saikia
%A Kanak Chandra Sarma
%T Approaches and Issues in Offline Signature Verification System
%J International Journal of Computer Applications
%@ 0975-8887
%V 42
%N 16
%P 45-52
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Offline signature verification is one of most challenging area of pattern recognition. In this paper, we have presented a survey of various approaches and issues related to offline signature verification systems. We have presented some of the research works including comprehensive references as an aid for researchers working in the field.

References
  1. Batista, L. , Rivard D. , Sabourin R. , Granger E. , Maupin P. 2007. State of the art in off-line signature verification. In: Verma B. , Blumenstein M. (eds. ), Pattern Recognition Technologies and Applications: Recent Advances, (1e). IGI Global, Hershey (2007)
  2. Coetzer J. , Herbst B. , & du Preez J. 2004. Off-line signature verification using the discrete radon transform and a hidden Markov model. EURASIP Journal on Applied Signal Processing
  3. Guler I and Meghdadi M. 2008. A different approach to off-line handwritten signature verification using the optimal dynamic time warping algorithm Digital Signal Processing (Science Direct) 18 (2008) (pp 940–950)
  4. Ramachandra A C, Pavithra K, Yashasvini K, Raja K B, Venugopal K R and Patnaik L M. 2008. Cross-Validation for Graph Matching based Offline Signature Verification. India Conference INDICON 2008
  5. Duda R O and Hart P E. 2006. Pattern Classification (2e). Wiley India Private Limited.
  6. Arya M S and Inamdar V S. (2010). A Preliminary Study on Various Off-line Hand Written Signature Verification Approaches. 2010 International Journal of Computer Applications. Volume 1, No. 9 (pp 0975 – 8887)
  7. Madasu V K and Lovell B. C. 2007. An Automatic Off-Line Signature Verification and Forgery Detection System. In: Verma, B. , Blumenstein, M. (eds. ) Pattern Recognition Technologies and Applications: Recent Advances, 1st ed. IGI Global, Hershey (2007)
  8. Özgündüz E, ?entürk T and M. Karsl?gil E. 2005. Offline Signature Verification and Recognition by Support Vector Machine, Eusipco-2005, 4-8 September, 2005, Antalya, Turkey, pp. 113-116
  9. Biswas S. Kim T. and Bhattacharyya D. 2010. Features Extraction and Verification of Signature Image using Clustering Technique. International Journal of Smart Home, Vol. 4, No. 3, July, 2010
  10. Baltzakis H and Papamarkos N. 2001. A new signature verification technique based on a two-staged neural network classifier. Engineering Applications of Artificial Intelligence 14 (2001) (pp 95-103)
  11. Qi Y. and Hunt B. R. 1994. Signature verification using global and grid features, Pattern Recognition, 27(12), 1621-1629 (1994)
  12. Kovari B, Toth B, Charaf H. 2009. Classification Approaches in Off-Line Handwritten Signature Verification. WSEAS TRANSACTIONS on MATHEMATICS Issue 9, Volume 8, September 2009
  13. Nguyen V, Blumenstein M and Leedham G. 2009. Global Features for the Off-Line Signature Verification Problem. 2009 10th International Conference on Document Analysis and Recognition (IEEE)
  14. Yu Qiao, Jianzhuang Liu and Xiaoou Tang. 2007. Offline Signature Verification Using Online Handwriting Registration. IEEE Conference on Computer Vision and Pattern Recognition CVPR '07, Minneapolis
  15. Kiani V, Pourreza R and Pourreza H R. 2009. Offline Signature Verification Using Local Radon Transform and SVM. International Journal of Image Processing (IJIP) Volume(3), Issue(5), (pp 184 – 194)
  16. Yazan M. Al-Omari, Siti Norul Huda Sheikh Abdullah and Khairuddin Omar. 2011. State of the art Offline signature verification system. IEEE International Conference on Pattern Analysis and Intelligent Robotics 28-29 June 2011, Putrajaya, Malaysia
  17. Weiping HOU, Xiufen Ye and Kejun. 2004. A Survey of Off-line Signature Verification, Wang Proceedings of the 2004 International Conference on intelligent Mechatronics and Automation Chengdu,China August 2004
  18. Impedovo D. and Pirlo G. 2008. Automatic Signature Verification – The State of the Art. IEEE Transactions on Systems, Man and Cybernetics - PART C: Applications and Reviews, Vol. 38, No. 5, September 2008
  19. Jain A K, Duin R P W, and Mao J. 2000. Statistical Pattern Recognition: A Review. IEEE Transactions on Pattern Analysis and Machine Intelligence, (pp 4 – 37) Vol. 22, No. 1, JANUARY 2000
  20. J. B. Fasquel and M. Bruynooghe. 2004. A hybrid opto-electronic method for fast off-line handwritten signature verification. International Journal on Document Analysis and Recognition (2004)
  21. Ahmad S M S, Shakil A, Faudzi M A, Anwar R M and Balbed M A M. 2009. A Hybrid Statistical Modeling, Normalization and Inferencing Techniques of an Off-line Signature Verification System. 2009 World Congress on Computer Science and Information Engineering
  22. Bansal A, Garg D, and Gupta A. 2008. A Pattern Matching Classifier for Offline Signature Verification. First International Conference on Emerging Trends in Engineering and Technology (IEEE Computer Society)
  23. Fang B, Wang Y Y, Leung C H, Tang Y Y, Kwok P C K, Tse K W and Wong Y K. 1999. A Smoothness Index Based Approach for Off-line Signature Verification. Proceedings of the Fifth International Conference on Document Analysis and Recognition ICDAR'99
  24. Samuel D and Samuel I. 2010. Novel Feature Extraction Technique for Offline Signature Verification System. International Journal of Engineering Science and TechnologyVol. 2(7), 2010, (pp 3137-3143)
  25. Fakhlai M, Pourreza H. 2008. Off line Signature Recognition Based on Wavelet, Curvelet and Contourlet Transforms. 8th WSEAS International Conference on Signal Processing and Computational Geometry and Artificial Vision (ISCGAV'08), Rhodes, Greece, August 20-22, 2008
  26. Miguel A. Ferrer, Jesu´s B. Alonso and Carlos M. Travieso. 2005. Offline Geometric Parameters for Automatic Signature Verification Using Fixed-Point Arithmetic. IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 27, No. 6, June 2005
  27. Abdala M. A. and Yousif N. A. 2009 Offline Signature Recognition and Verification Based on Artificial Neural Network Eng & Tech. Journal, Vol. 27, No. 7, 2009
  28. Bharadi V A and Kekre H B. 2010. Off-Line Signature Recognition Systems. 2010 International Journal of Computer Applications Volume 1, No. 27, (pp 0975 - 8887)
  29. Prakash H N and Guru D S. 2010. Offline Signature Verification - An Approach Based on Score Level Fusion. 2010 International Journal of Computer Applications Volume 1, No. 18, (pp 0975 - 8887)
  30. Hanmandlu M, Hafizuddin M. Yusof M. and Madasu V K. 2005. Off-line signature verification and forgery detection using fuzzy modeling. Pattern Recognition 38 (2005) (pp 341 – 356)
  31. Hai Rong Lv, Wen Jun Yin and Jin Dong. 2009. Offline Signature Verification based on Deformable Grid Partition and Hidden Markov Models. IEEE International Conference on Multimedia and Expo ICME 2009, New York
  32. Vargas J. F. , Ferrer M. A. , Travieso C. M. and Alonso J. B. 2011. Off-line signature verification based on grey level information using texture features. Pattern Recognition 44 (2011) (pp 375–385)
  33. Armand S, Blumenstein M and Muthukkumarasamy V. 2006. Off-line Signature Verification based on the Modified Direction Feature. The 18th IEEE International Conference on Pattern Recognition (ICPR'06)
  34. DA? M T and DÜLGER L C. 2007. Off-Line Signature Verification with PSO-NN algorithm. 22nd International Symposium on Computer and Information Sciences 2007, ISCIS 2007, Ankara.
  35. Basavaraj L and Sudhaker Samuel R D. 2009. Offline-line Signature Verification and Recognition - An Approach Based on Four Speed Stroke Angle. International Journal of Recent Trends in Engineering, Vol 2, No. 3, November 2009
  36. Bertolini D, Oliveira L S, Justino E and Sabourin R. 2010. Reducing forgeries in writer-independent off-line signature verification through ensemble of classifiers. Pattern Recognition 43 (2010), (pp 387 – 396)
  37. Bhuyan M, Sarma K K, Das H. 2010. Signature Recognition and Verification using Hybrid Features and Clustered Artificial Neural Network (ANN)s. World Academy of Science, Engineering and Technology 68 (pp 451-456)
  38. Zimmer A and Ling L L. 2003. A Hybrid On/Off Line Handwritten Signature Verification System. Proceedings of the Seventh International Conference on Document Analysis and Recognition (ICDAR 2003)
  39. Jain A K, Ross A and Prabhakar S. 2004. An Introduction to Biometric Recognition, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 14, No. 1, January 2004
Index Terms

Computer Science
Information Sciences

Keywords

Offline Signature Verification Feature Extraction

Powered by PhDFocusTM