Design & Development of Hybrid Algorithms for Glaucoma Detection in Humans–using Multi-Stage Discrete Wavelet Transform (3 Levels) & Principal Component Analysis

DOI: https://doie.org/10.0824/Jbse.2024333413

Vivek T. Patil, Dr Prashanta G. R , Dr. Rajashekar Kunabeva

Keywords:

Glaucoma, LBP, LMBP

Abstract:

In this paper, the overview of the design & development of hybrid algorithms for glaucoma detection in humans is presented using the concepts of the hybrid combination of multi-stage discrete wavelet transform & principal component analysis algorithms. Matlab tool is being used to develop the algorithms and observe the simulation results of the 2 stages after the hybrid combination of the multi-stage discrete wavelet transform & principal component analysis pattern concepts. The simulation results shows the effectiveness of the method proposed after seeing the results of DWT & the PCA.

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