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.
[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), 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.
[5]. Duda, R.O.,and Hart, P.E. “Pattern Classification, Wiley
India Private Limited”.
[6]. Arya, M.S., and Inamdar, V.S. (2010). “A Preliminary
Study on Various Offline Hand Written Signature Verification
Approaches”, 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”, Pattern Recognition Technologies and
Applications: Recent Advances, 1st ed. IGI Global.
[8]. Özgündüz, E., Sentürk, T., and M. Karsligil E. (2005).
“Offline Signature Verification and Recognition by Support
Vector Machine”, Eusipco-2005, 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, Volume 4, No.3.
[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, pp. 95-103.
[11]. Qi, Y., and Hunt, B.R. (1994). “Signature verification
using global and grid features”, Pattern Recognition,
Volume 27, No. 12, pp. 1621-1629.
[12]. Kovari, B., Toth, B., & Charaf, H. (2009).
“Classification Approaches in Off-Line Handwritten
Signature Verification”, WSEAS TRANSACTIONS on
MATHEMATICS Issue 9, Volume 8.
[13]. Nguyen, V., Blumenstein, M., and Leedham, G.
(2009). “Global Features for the Off-Line Signature
Verification Problem”, IEEE 10th International Conference
on Document Analysis and Recognition.
[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).
[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, Issue5, 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.
[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.
[18]. Impedovo, D., and Pirlo, G. (2008). “Automatic
Signature Verification – The State of the Art”, IEEE
Transactions on Systems, Man and Cybernetics, Volume
38, No. 5.
[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, Volume 22, No. 1, pp. 4 – 37.
[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.
[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”, 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”, IEEE
Computer Society First International Conference on
Emerging Trends in Engineering and Technology.
[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.
[24]. Samuel, D., and Samuel, I. (2010). “Novel Feature
Extraction Technique for Offline Signature Verification
System”, International Journal of Engineering Science
and Technology, Volume 2, No. 7, 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.
[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, Volume 27, No. 6.
[27]. Abdala M. A. and Yousif N. A. (2009). “Offline
Signature Recognition and Verification Based on Artificial
Neural Network”, Eng & Tech. Journal, Volume 27, No.7.
[28]. Bharadi V A and Kekre H B. (2010). “Off-Line
Signature Recognition Systems”, 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”,
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,
Volume 38, 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.
[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, 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.
[34]. DAS M T and DÜLGER L C. (2007). “Off-Line Signature
Verification with PSO-NN algorithm”, 22nd International
Symposium on Computer and Information Sciences, ISCIS.
[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,
Volume 2, No. 3.
[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.
[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, 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.
[39]. Jain A K, Ross A and Prabhakar S. (2004). “An
Introduction to Biometric Recognition”, IEEE Transactions
on Circuits and Systems for Video Technology, Volume 14,
No. 1.
[40]. Mc Cormack D K R and Brown B M, (1992).
“Handwritten signature verification using the back
propagation neural network”, Neural Computing
Research and Applications, Part Two.
[41]. Dehghan Mehdi, Faez Karim & Fathi Mahmood,
(1997). “Offline Signature verification system using shape
descriptors & multiple neural networks”, TENCON-speech
and image technologies for computing and
telecommunications IEEE.
[42]. Abbas R. and Ciesielski V. (1995). “A Prototype
System for Offline Signature Verification Using Multilayered
Feed forward Neural Networks”.
[43]. Schafer Bradely & Viriri Serestina, (2009). “An Offline
Signature Verification System”, International Conference
on Signal & Image Processing Applications, IEEE.
[44]. Abikoye O.C., Mabayoje M.A, Ajibade R. (2011).
“Offline Signature Recognition & Verification using Neural Network” International Journal of Computer Applications,
Volume 35,No.2, pp. 0975 – 8887.
[45]. Violano Michael, (1989). “The high-tech future of
foiling fraud and forgery”, Bankers Monthly.
[46]. Herbst. B., Coetzer J. and Preez J. (2004). “Online
Signature Verification Using the Discrete Radon Transform
and a Hidden Markov Model”, Journal on Applied Signal
Processing, EURASIP, Volume 4, pp. 559–571.
[47]. Lowe D. (2004). “Distinctive Image features from
Scale- invariant Key points”, International Journal of
Computer Vision, Volume 60, No. 2, pp. 91–110.
[48]. Plamondon R. and Srihari S. N. (2000). “On-line and
Off-line handwriting recognition”, IEEE Transactions on
Pattern Analysis and machine Intelligence, Volume 22,
No. 1, pp. 63–84.
[49]. Abuhaiba S. I. (2007). “Offline Signature Verification
Using Graph Matching”, Turk J Elec Engine, Volume 15,
No. 1.
[50]. Russel G. F., Heilper A., Smith B. A., Markman J. Hu.
D., Graham J. E., Zimmerman T. G. and C. Drews, (2004). “Retail Application of Signature Verification”, Proceedings
of SPIE 2004, Volume 5404, pp. 206–214.
[51]. Reddy S., Maghi B. and Babu P. (2006). “Novel
Features for Offline signature verification”, Journal of
Computer, Communication and Control., Volume 1, pp.
17–24.
[52]. Jesus. B. A., Migual A. and Traveiso M. (2005). “ Offline
Geometric Parameters for Automatic Signature
Verification Using Fixed Point Arithmetic”, IEEE Transactions
on Pattern Analysis and Machine Intelligence, Volume 27,
No. 6, pp. 341–356.
[53]. Pansare Ashwini & Bhatia Shalini, (2012). “Off-line
Signature Verification Using Neural Network”, International
Journal of Scientific & Engineering Research, Volume 3,
Issue 2.
[54]. Alan McCabe, Jarrod Trevathan and Wayne Read,
(2008, August). “Neural Network-based Handwritten
Signature Verification”, Journal of computers, Volume 3,
no. 8.