A conceptual development of novel image processing algorithms for biometric recognition using retinal eye images using AI-ML techniques

  • Dr. Prashant Bhat, Gururaj J.P.
Keywords: Biometrics, Retina, Authentication, Recognition, Identification, Classifiers, Simulation, Matlab, LabVIEW, Neural Network, Database, Image, Pre-processing, Segmentation, Algorithm, Histogram, Filter, Edge Detection, Normalization, Wavelets, Coding, GUI, Hardware, Software, Implementation.

Abstract

In this research article, an 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, Fractal Dimension Methods using the software tool such as Matlab & LabVIEW is presented, which is a part of the research work that is being undertaken by me under the guidance of the supervisor in the Garden City University.

Published
2021-07-07
How to Cite
Gururaj J.P., D. P. B. (2021). A conceptual development of novel image processing algorithms for biometric recognition using retinal eye images using AI-ML techniques. Design Engineering, 1949- 1967. Retrieved from http://thedesignengineering.com/index.php/DE/article/view/2521
Issue
Vol 2021: Issue 07
Section
Articles