Geodesic
Method for calculating the adequacy parameters of image mathematical model
Problemy fiziki, matematiki i tehniki, no. 3 (2023), pp. 95-99

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

A structure of an artificial neural network for assessing the similarity of a pair of images, comparing the quality of its work with other criteria for image similarity are presented. Based on the proposed artificial neural network, a methodology for estimating the adequacy of mathematical image model by the estimation of its similarity to real images has been developed. A comparison of the estimation of the adequacy of the mathematical image model by the classical method and using the proposed methodology on the example of a Gaussian mathematical image model has ben conducted.
Keywords: image modeling, model adequacy estimate, artificial neural networks, similarity estimate. 
@article{PFMT_2023_3_a16,
     author = {A. V. Sergeyenko and A. Y. Liplyanin and A. V. Khijnyak},
     title = {Method for calculating the adequacy parameters of image mathematical model},
     journal = {Problemy fiziki, matematiki i tehniki},
     pages = {95--99},
     publisher = {mathdoc},
     number = {3},
     year = {2023},
     language = {ru},
     url = {http://geodesic.mathdoc.fr/item/PFMT_2023_3_a16/}
}
TY  - JOUR
AU  - A. V. Sergeyenko
AU  - A. Y. Liplyanin
AU  - A. V. Khijnyak
TI  - Method for calculating the adequacy parameters of image mathematical model
JO  - Problemy fiziki, matematiki i tehniki
PY  - 2023
SP  - 95
EP  - 99
IS  - 3
PB  - mathdoc
UR  - http://geodesic.mathdoc.fr/item/PFMT_2023_3_a16/
LA  - ru
ID  - PFMT_2023_3_a16
ER  - 
%0 Journal Article
%A A. V. Sergeyenko
%A A. Y. Liplyanin
%A A. V. Khijnyak
%T Method for calculating the adequacy parameters of image mathematical model
%J Problemy fiziki, matematiki i tehniki
%D 2023
%P 95-99
%N 3
%I mathdoc
%U http://geodesic.mathdoc.fr/item/PFMT_2023_3_a16/
%G ru
%F PFMT_2023_3_a16
A. V. Sergeyenko; A. Y. Liplyanin; A. V. Khijnyak. Method for calculating the adequacy parameters of image mathematical model. Problemy fiziki, matematiki i tehniki, no. 3 (2023), pp. 95-99. http://geodesic.mathdoc.fr/item/PFMT_2023_3_a16/