Geodesic
Model for detecting globules in images of skin neoplasms
Matematičeskoe modelirovanie, Tome 33 (2021) no. 10, pp. 83-95

Voir la notice de l'article provenant de la source Math-Net.Ru

The article is devoted to digital image processing of skin neoplasms to detect significant structural elements in the diagnosis of melanoma – globules. A new processing model is proposed that allows stable selection of globules in different-contrast images without the need for manual adjustment of parameters. The results of the experiment confirming the adequacy of the model are presented. The globules recognition accuracy ranged from 81 to 89%, depending on the contrast of the original images. The experimental sample of images contained 2.868 globules. 
@article{MM_2021_33_10_a5,
     author = {V. G. Nikitaev and A. N. Pronichev and O. B. Tamrazova and V. Yu. Sergeev and A. O. Lim and V. S. Kozlov},
     title = {Model for detecting globules in images of skin neoplasms},
     journal = {Matemati\v{c}eskoe modelirovanie},
     pages = {83--95},
     publisher = {mathdoc},
     volume = {33},
     number = {10},
     year = {2021},
     language = {ru},
     url = {http://geodesic.mathdoc.fr/item/MM_2021_33_10_a5/}
}
TY  - JOUR
AU  - V. G. Nikitaev
AU  - A. N. Pronichev
AU  - O. B. Tamrazova
AU  - V. Yu. Sergeev
AU  - A. O. Lim
AU  - V. S. Kozlov
TI  - Model for detecting globules in images of skin neoplasms
JO  - Matematičeskoe modelirovanie
PY  - 2021
SP  - 83
EP  - 95
VL  - 33
IS  - 10
PB  - mathdoc
UR  - http://geodesic.mathdoc.fr/item/MM_2021_33_10_a5/
LA  - ru
ID  - MM_2021_33_10_a5
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%A A. N. Pronichev
%A O. B. Tamrazova
%A V. Yu. Sergeev
%A A. O. Lim
%A V. S. Kozlov
%T Model for detecting globules in images of skin neoplasms
%J Matematičeskoe modelirovanie
%D 2021
%P 83-95
%V 33
%N 10
%I mathdoc
%U http://geodesic.mathdoc.fr/item/MM_2021_33_10_a5/
%G ru
%F MM_2021_33_10_a5
V. G. Nikitaev; A. N. Pronichev; O. B. Tamrazova; V. Yu. Sergeev; A. O. Lim; V. S. Kozlov. Model for detecting globules in images of skin neoplasms. Matematičeskoe modelirovanie, Tome 33 (2021) no. 10, pp. 83-95. http://geodesic.mathdoc.fr/item/MM_2021_33_10_a5/