UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 6 Issue 6
June-2019
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR1907W16


Registration ID:
514439

Page Number

100-106

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Title

Innovative Keratoconus Health Monitoring System using Thermal Images through Fractional Spline Wavelet Transform and compared with Discrete Wavelet Transform

Abstract

The aim of this study is to monitor the Keratoconus with thermal image using Fractional Spline Wavelet Transform (FSWT) and comparing the Structural Similarity index (SSIM) with Discrete Wavelet Transform (DWT). Materials and methods: Thermal image of an eye is captured using a thermal camera for 9 samples and it is applied to FSWT, subbands are obtained from transformed image and SSIM is extracted using resynthesized image. Group 1 is considered as FSWT and group 2 is using DWT, each consisting of 9 samples.There are 18 samples in all, with a pretest G power of 80%. Results: In this study, FSWT has a higher average SSIM of 195.2 than DWT, which has an average SSIM of 170.5, and the significance is p<0.05. Conclusion: Within the confines of our research, it is observed that innovative keratoconus health assessment using thermal images through FSWT has higher significance than DWT.

Key Words

Innovative Keratoconus health assessment, Fractional Spline Wavelet Transform, feature extraction, Structural Similarity Index, Discrete Wavelet Transform, Thermal image.

Cite This Article

"Innovative Keratoconus Health Monitoring System using Thermal Images through Fractional Spline Wavelet Transform and compared with Discrete Wavelet Transform ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 6, page no.100-106, june, Available :http://www.jetir.org/papers/JETIR1907W16.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Innovative Keratoconus Health Monitoring System using Thermal Images through Fractional Spline Wavelet Transform and compared with Discrete Wavelet Transform ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 6, page no. pp100-106, june, Available at : http://www.jetir.org/papers/JETIR1907W16.pdf

Publication Details

Published Paper ID: JETIR1907W16
Registration ID: 514439
Published In: Volume 6 | Issue 6 | Year June-2019
DOI (Digital Object Identifier):
Page No: 100-106
Country: -, -, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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