SELF LEARNING HAND RECOGNITION SYSTEM USING SOFT COMPUTING
Journal Title: International Journal of Computer Science & Engineering Technology - Year 2014, Vol 5, Issue 1
Abstract
As the day to day security is a major concern the authentication problem is very crucial. The hand recognition system provides efficient way to produce the authentication using image processing. Hand recognition geometry as the name suggest uses the shape of the hand to identify the person. Unlike iris, face or fingerprints, the human hand is not unique. The existing systems use finger length, thickness and curvature for the purpose of verification but not for identification. Hand recognition geometry data is relatively easier to collect to other technologies e.g. for fingerprint collection good frictional skin is required by image systems. The main objective of this study is to develop a system which can increase the accuracy of the hand recognition using soft computing, the system should be capable to self-learn, about the correct and incorrect palm prints and add them to its database. A robust palm print recognition approach using neural network is proposed in this study. Neural networks offer a number of advantages, including requiring less formal statistical training, ability to implicitly detect complex nonlinear relationships between dependent and independent variables, ability to detect all possible interactions between predictor variables, and the availability of multiple training algorithms. Palm print recognition, Preprocessing, Feature extraction, Matching and Results and Feedback to the database are the six steps that are followed in the proposed approach.
Authors and Affiliations
Shashank Saxena , Mrs. Madhu Khurana
Keywords
Related Articles
- EP ID EP141680
- DOI -
- Views 97
- Downloads 0
Study Of Multidomain Query Optimization And Answering
In queries having multiple domains it is seen that general purpose search engines are not able to answer multidomain queries and one of the domain is considered by specific search services but no integrated framework is...
Secure Data Sharing using Decoy Technology
Cloud computing is a virtualized compute power and storage delivered via platform-agnostic infrastructures of abstracted hardware and software accessed over the Internet. Data sharing is an important functionality in clo...
Study of Mobile Agents as a Tool for Load Balancing in Distributed Environment
Distributed system may be considered as a collection of resources shared by different users. Distributed systems provide methods for sharing and aggregation of resources. Resources may be storage systems, computer machin...
Workflow Scheduling Algorithms in Grid Computing
Grid computing is a process of aggregate the functionality of different geographically resources and provide services to the user. Scheduling is most popular research area in grid computing for achieving high performance...
A Review on Driver Drowsiness Detection Techniques
Number of accidents during driving is increasing day by day and drowsy driving has been implicated as a causal factor in many accidents. Goal of driver drowsiness detection systems is to reduce these accidents. It has be...