Geodesic
Method of automatic generation of blurry images for testing detection algorithms
Informacionnye tehnologii i vyčislitelnye sistemy, no. 4 (2020), pp. 90-95.

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

The work is aimed at developing tools for automatic selection and filtering of blurry images. The paper describes a method of automatic generation of synthetic blurry images, which is based on the algorithm for specifying the point scattering function. Triple of scene images consists of clear, unfocused and blurred in motion images. The model base of various scene photographs was collected. This base is applied to test and evaluate the quality of methods and algorithms for detection of blurry images. The suggested method of blurry image generation can be used in methods of automatic image processing and machine learning.
Keywords: image processing, blurry image detection, blurry image generation. 
@article{ITVS_2020_4_a7,
     author = {A. V. Alekseev and J. A. Orlova and V. Rozaliev and A. Zaboleeva-Zotova},
     title = {Method of automatic generation of blurry images for testing detection algorithms},
     journal = {Informacionnye tehnologii i vy\v{c}islitelnye sistemy},
     pages = {90--95},
     publisher = {mathdoc},
     number = {4},
     year = {2020},
     language = {ru},
     url = {http://geodesic.mathdoc.fr/item/ITVS_2020_4_a7/}
}
TY  - JOUR
AU  - A. V. Alekseev
AU  - J. A. Orlova
AU  - V. Rozaliev
AU  - A. Zaboleeva-Zotova
TI  - Method of automatic generation of blurry images for testing detection algorithms
JO  - Informacionnye tehnologii i vyčislitelnye sistemy
PY  - 2020
SP  - 90
EP  - 95
IS  - 4
PB  - mathdoc
UR  - http://geodesic.mathdoc.fr/item/ITVS_2020_4_a7/
LA  - ru
ID  - ITVS_2020_4_a7
ER  - 
%0 Journal Article
%A A. V. Alekseev
%A J. A. Orlova
%A V. Rozaliev
%A A. Zaboleeva-Zotova
%T Method of automatic generation of blurry images for testing detection algorithms
%J Informacionnye tehnologii i vyčislitelnye sistemy
%D 2020
%P 90-95
%N 4
%I mathdoc
%U http://geodesic.mathdoc.fr/item/ITVS_2020_4_a7/
%G ru
%F ITVS_2020_4_a7
A. V. Alekseev; J. A. Orlova; V. Rozaliev; A. Zaboleeva-Zotova. Method of automatic generation of blurry images for testing detection algorithms. Informacionnye tehnologii i vyčislitelnye sistemy, no. 4 (2020), pp. 90-95. http://geodesic.mathdoc.fr/item/ITVS_2020_4_a7/