A Conceptual Overview of Novel Image Processing Algorithm Development for Biometric Recognition Using Retinal Eye Images by Hybridization Methods

Authors

  • Gururaj J. P
  • Prashant Bhat

Keywords:

Authentication, Algorithm, Biometrics, Classifiers, Coding, Database, Edge Detection, Filter, GUI, Histogram, Hardware, Implementation, Image, Identification, LabVIEW, Matlab, Neural Network, Normalization, Pre-processing, Retina, Recognition, Simulation, Segmentation, Software, Wavelets

Abstract

In this research article, a conceptual overview of novel image processing algorithm development for biometric recognition using retinal eye images by hybridization methods using the fundamental overlying concepts of Artificial Neural Networks, K-Nearest Neighbour Networks, Support Vector Methods, and Fractal Dimension Methods using the software tool such as Matlab & LabVIEW is presented. The simulation results are also observed, but, here, it is not shown for the sake of convenience and portrays the effectiveness of the methodologies that are being presented.

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Published

2021-03-28

Issue

Vol. 7 No. 01 (2021)

Section

Articles