Automated Analysis of the Pigment Network in Dermatoscopic Images of Melanocytic Skin Tumors


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Abstract

A method for recognition of the pigment network lines in dermatoscopic images of skin tumors is presented. The method provides calculation of characteristics of the pigment network lines and imaging of the obtained results. Experimental assessment of the effectiveness of the proposed method showed it to be promising for use in melanoma recognition systems.

About the authors

V. G. Nikitaev

National Research Nuclear University MEPhI (Moscow Engineering Physics Institute)

Author for correspondence.
Email: vgnikitayev@mephi.ru
Russian Federation, Moscow

A. N. Pronichev

National Research Nuclear University MEPhI (Moscow Engineering Physics Institute)

Email: vgnikitayev@mephi.ru
Russian Federation, Moscow

O. B. Tamrazova

Peoples’ Friendship University of Russia

Email: vgnikitayev@mephi.ru
Russian Federation, Moscow

V. Yu. Sergeev

Dermatological Research Center

Email: vgnikitayev@mephi.ru
Russian Federation, Moscow

Yu. Yu. Sergeev

Society for Dermatoscopy and Optical Diagnostics of Skin

Email: vgnikitayev@mephi.ru
Russian Federation, Moscow

A. V. Kozyreva

National Research Nuclear University MEPhI (Moscow Engineering Physics Institute)

Email: vgnikitayev@mephi.ru
Russian Federation, Moscow

E. V. Polyakov

National Research Nuclear University MEPhI (Moscow Engineering Physics Institute)

Email: vgnikitayev@mephi.ru
Russian Federation, Moscow

E. A. Druzhinina

National Research Nuclear University MEPhI (Moscow Engineering Physics Institute)

Email: vgnikitayev@mephi.ru
Russian Federation, Moscow

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