文章基本信息

标题：Tongue Diagnosis: A Non-Invasive Approach to Detect Diabetes Mellitus & Diabetic Retinopathy Using Colour, Texture & Geometry Features
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作者：Kiran S Patil ; Pallavi S Deshpande
期刊名称：International Journal of Innovative Research in Science, Engineering and Technology
印刷版ISSN：2347-6710
电子版ISSN：2319-8753
出版年度：2015
卷号：4
期号：7
页码：6157
DOI：10.15680/IJIRSET.2015.0407170
出版社：S&S Publications
摘要：Diabetes Mellitus is one of the major health problems worldwide. To detect DM & NPDR in its earlystages, a non-invasive approach is proposed which uses colour, texture & geometry features for diagnosis. A tonguecolour gamut is established with 12 colours representing the tongue colour features. The texture valuesofblocksstrategicallylocatedonthetonguesurface,withthe additional mean of all eight blocks are used to characterize thenine tongue texture features. Finally, 13 features extracted from tongue images based on measurements, distances,areas, and their ratios represent the geometry features. With the combination of these features we can distinguish DM,NPDR & healthy person from their tongue images.
关键词：Diabetes Mellitus; Non proliferative Retinopathy; Colour Gamut