Development Of Intelligent Network For Offline Signature Verification Using Pixel Density, Directional Method And Both Method Together
 | International Journal of Computer Trends and Technology (IJCTT) |  |
| © - Issue 2012 by IJCTT Journal | ||
| Volume-3 Issue-3 | ||
| Year of Publication : 2012 | ||
| Authors :Deepak Tiwari, Bhawana Sharma |
Deepak Tiwari, Bhawana Sharma "Development Of Intelligent Network For Offline Signature Verification Using Pixel Density, Directional Method And Both Method Together"International Journal of Computer Trends and Technology (IJCTT),V3(3):375-378 Issue 2012 .ISSN 2231-2803.www.ijcttjournal.org. Published by Seventh Sense Research Group.
Abstract: -Today signature verification are used in various places for authentication and security purpose .Every signature or signed identified each person physiological or behavioral characteristic. Signature matching is very important in this time because any person can generated another person signature in fraud way. So systems have need for verification of the signature. The signature verification can be done either offline or online signature matching techniques and in this paper we apply offline signature matching technique. Here we propose an intelligent neural network that work on the feature like pixel density method, directional method and mix both method together .and compared both the result and which of the best. Which Accuracy, Performance, FAR, FRR are best.
References-
[1] Minal Tomar & Pratibha Singh, "A Simpler Energy Density method for Off-line Signature Verification using Neural Network".
[2] Deepthi Uppalapati, “Integration of Offline and Online Signature Verification systems,” Department of Computer Science and Engineering, I.I.T., Kanpur, July 2007.
[3] Debasish Jena1, Banshidhar Majhi2, Saroj Kumar Panigrahy3, Sanjay Kumar Jena4” Improved Offline Signature Verification Scheme Using Feature Point Extraction Method”orisa ,india
[4] Rahul Sharma and Manish Shrivastav” An Offline Signature Verification System Using Neural Network Basedon Angle Feature and Energy Density”Department of Electronics and Communication, TIT Bhopal, (MP)
[5 ] Prabit Kumar Mishra Mukti Ranjan Sahoo “ Offline Signature Verification Scheme” national institute of technology, rourkela.
Keywords: Neural Network, FRR, FAR, pixel density method, directional method