INTELLEGENT APPROACH FOR OFFLINE SIGNATURE VERIFICATION USING CHAINCODE AND ENERGY FEATURE EXTRACTION ON MULTICORE PROCESSOR
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 2015, Vol 4, Issue 4
Abstract
The signature of a person is an important biometric attribute of a human being which can be used to authenticate human identification. A number of biometric techniques have been proposed for personal identification in the past. Among the vision-based ones are voice recognition, iris scanning and retina scanning, fingerprint recognition, face recognition. Signature verification are the most widely known among the non-vision based ones. As signatures continue to play a very important role in financial, legal transactions and commercial, in truly secured authentication becomes more and more crucial. However human signatures can be handled as an image and recognized using computer vision and neural network techniques. There are various approaches to signature recognition with a lot of scope of research. In this paper consists of image prepossessing, parallel process, feature extraction, verification and neural network training with extracted features. A verification stage includes applying the extracted features of test signature to a trained neural network which will classify it as a genuine or forged. In this paper, offline signature recognition & verification using neural network is proposed. Signatures are verified based on parameters extracted from the signature using parallel processing techniques.
Authors and Affiliations
Raju Pawar , Prof. Roopali Soni
Keywords
Related Articles
- EP ID EP137627
- DOI -
- Views 55
- Downloads 0
Emission &Performance characteristics of single cylinder CI engine using cold EGR (Exhaust Gas Recirculation)
In this paper we studied the effect of exhaust gas recirculation for reduction of harmful gases like NOx,CO2 etc. at a same time effects of cold EGR on performance of engine such as brake thermal efficiency, cyli...
Enhanced Technique for Protecting Web Service Composition from Privacy Attack
Web service composition is a web technology that combines information from more than one source into a single web application. This technique provides a special type of composition application that aims at integra...
RANDOM VIBRATION ANALYSIS OF SANDWICH COMPOSITE BEAMS
In this thesis, a sandwich composite for Semi-monocoque construction in aircraft fuselage is analyzed for its strength under different loading conditions using different materials for Stringers balsa wood, syn...
RADIATIONLESS DIAGNOSIS OF DISEASES
The human body life starts depleting when its starts ageing but in recent scenario people are prone to different disease, the reason for these development of anonymous disease is the lack of awareness in the initi...
Video Shot Cut Boundary Detection using Histogram
color histogram as well as gray scale histogram. This technique is able to differentiate abrupt shot boundary detection. The aim of this method is to provide a simple and fast algorithm to work in real time with...