Diabetes Mellitus and Diabetic Retinopathy Detection using Tongue Images

Diabetes Mellitus is a metabolic disorder caused by increasing blood sugar level. This includes invasive test to detect and diagnose. The image processing technology is introduced to diagnose through non-invasive method. Color, texture and geometry features are extracted. Color gamut is extracted to...

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Bibliographic Details
Published in:Journal of physics. Conference series 2021-03, Vol.1831 (1), p.12028
Main Authors: Stephen Sagayaraj, A., Kabilesh, S K, Anand Kumar, A., Gokulnath, S., Mani, T., Dinakaran, K
Format: Article
Language:English
Subjects:
Color
Diabetes
Diabetes mellitus
Diabetic retinopathy
Feature extraction
Image processing
Metabolic disorders
Physics
Support vector machines
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Summary:Diabetes Mellitus is a metabolic disorder caused by increasing blood sugar level. This includes invasive test to detect and diagnose. The image processing technology is introduced to diagnose through non-invasive method. Color, texture and geometry features are extracted. Color gamut is extracted to isolate the same kind of features. The color feature is represented from the extracted gamut. The feature based on distances, height, surface area, width are extracted. The SVM classifiers is used to differentiate the diabetes mellitus affected person and healthy person.
ISSN:1742-6588
1742-6596
DOI:10.1088/1742-6596/1831/1/012028