ICIEMS 2015

International Conference on Information Engineering, Management and Security 2015

 


ICIEMS 2015 Kokula Krishna Hari K
Publication Meta Value
Short Title ICIEMS 2015
Publisher ASDF, India
ISBN 13 978-81-929742-7-9
ISBN 10 81-929742-7-8
Language English
Type Hard Bound - Printed Book
Copyrights ICIEMS Organizers / DCRC, London, UK
Editor-in-Chief Kokula Krishna Hari K
Conference Dates 13 - 14, August 2015
Venue Country IITM-RP, Chennai, India
Submitted Papers 410
Acceptance Rate 4.11%
Website www.iciems.in

Paper 048


ONLINE SIGNATURE RECOGNITION USING NEURAL NETWORK

ONLINE SIGNATURE RECOGNITION USING NEURAL NETWORK

Long CAI1, Kokula Krishna Hari Kunasekaran2, Vignesh R3

1University of Hong Kong, HKSAR, Hong Kong, 2Techno Forum Research and Development Center, India, 3Life Member, Association of Scientists, Developers and Faculties, India

Abstract

Here it discusses about some of the features of signature data and their extraction from the raw data set collected from ATVS signature database. The features include time duration, sign changes of dx/dt and dy/dt, average jerk, number of pen-up pen-down etc. Signature features are pre-processed and brought to a value having same decimal point and trained using back propagation neural network. For signature data of 10 users and accuracy rate of 86% is obtained.

Author's Profile

Long CAI : Profile

Kokula Krishna Hari K : Profile

Vignesh R : Profile

Cite this Article as Follows

Long CAI, Kokula Krishna Hari Kunasekaran, Vignesh R. "ONLINE SIGNATURE RECOGNITION USING NEURAL NETWORK." International Conference on Information Engineering, Management and Security (2015): 289-293. Print.