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Journal of Emerging Trends in Computing and Information Sciences >> Call for Papers Vol. 8 No. 3, March 2017

Journal of Emerging Trends in Computing and Information Sciences

Skin Disease Classification by Extracting Independent Components

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Author S.Arivazhagan,R.Newlin Shebiah,K.Divya,M.P.Subadevi
ISSN 2079-8407
On Pages 1379-1382
Volume No. 3
Issue No. 10
Issue Date November 01, 2012
Publishing Date November 01, 2012
Keywords Skin disease, texture, run-length features, Minimum Distance Classifier


Abstract

This paper proposes an automated system based on texture analysis for recognizing human skin diseases. The spatial distributions of melanin and hemoglobin in human skin are separated by independent component analysis of skin color image. The texture features were derived from Gray Level Run Length Matrices. Minimum Distance Classifier is used to classify the type of human skin diseases. About 350 images from DERMNET database are used for evaluation and the recognition rate is found to be satisfactory.  

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