Feature Extraction Techniques for Iris Recognition System: A Survey
Journal Title: International Journal of Innovative Research in Computer Science and Technology - Year 2020, Vol 8, Issue 2
Abstract
The extraction of features involves the method of converting the original pixel values of an image to more meaningful, useful and measurable information that can be used in other techniques, such as image processing, pattern recognition and machine learning. The feature extraction plays a predominant role in iris recognition in which also the recognition rate is determined. The effective recognition accuracy, reduction of misclassification of two iris templates mostly depends on feature extraction techniques. An efficient iris recognition system requires that the discriminating information presents in an iris pattern to be accurately obtained. This paper performed a literature review on different techniques of feature extraction of iris recognition. The recommendation was made on how these techniques can be further enhanced to produce an effective iris recognition system.
Authors and Affiliations
Adekunle, Y. A. , Aiyeniko, O. , Eze, M.O. , Alao O. D.
Keywords
Related Articles
- EP ID EP747848
- DOI 10.21276/ijircst.2020.8.2.5
- Views 34
- Downloads 0
Analysis of Routing Tag and Fault Tolerance of Proposed Triangle Network in the Presence of Faults
Routing tag provides the algorithm to pass the data from source to destination in a network. In this paper Fault Tolerance of the proposed MIN Triangle has been analysed . All the path lengths available from source to de...
Face Recognition Technology for Automatic Attendance System
The attendance system is essential in schools and colleges. There are several drawbacks to manual attendance systems, including the fact that they are less dependable and difficult to maintain. This enhances accuracy whi...
Improvement the Soil Subgrade using Sisal Fiber and Bagasse Ash
The effects of addition of Bagasse ash and Sisal Fibers in soil on MDD and OMC relationship different percentages of bagasse ash is added and optimized. Then this optimized bagasse ash soil is the mixed with the differen...
Data Mining Techniques for Network Intrusion Detection and Prevention Systems
The main purpose of Intrusion Detection Systems(IDS) and Intrusion protection Systems(IPS) for data mining is to discover patterns of program and user activity, and determine what set of events indicate an attack. In the...
Development of a Movie Recommendation System - MoviepleX
The content recommendation model, “Development of a Movie Recommendation System - MoviepleX” is aimed at providing accurate movie recommendations to users, on the basis of similarity with the movie they would enter for r...