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JOURNALS // Artificial Intelligence and Decision Making // Archive

Artificial Intelligence and Decision Making, 2020 Issue 4, Pages 33–46 (Mi iipr150)

This article is cited in 1 paper

Analysis of signals, audio and video information

Efficient automated processing visual information using artificial intelligence technologies

D. A. Gavrilovab, D. A. Lovtsova

a Lebedev Institute of Precision Mechanics and Computer Equipment, Moscow, Russia
b Moscow Institute of Physics and Technology (National Research University), Dolgoprudny, Russia

Abstract: The main provisions for solving the complex problem of effective processing of visual information in an automated optoelectronic system of ground-space monitoring using artificial intelligence technologies are presented. The stages of information processing are considered. A functional and logical decomposition of a complex problem of effective processing of visual information in an automated optoelectronic system into a hierarchical set of partial problems of less complexity is performed and variability of particular solutions is provided to obtain a rational solution to the main problem. The basic relationships and statements of the formally developed mathematical apparatus for processing information in real time are presented, on the basis of which the corresponding effective information and mathematical support has been developed. The hardware for solving the problem is presented. The results of experimental studies are presented.

Keywords: optoelectronic system, monitoring, processing of visual information, stabilization, detection, localization, classification, functional diagnostics, efficiency.

DOI: 10.14357/20718594200404


 English version:
, 2021, 48:6, 436–445

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© Steklov Math. Inst. of RAS, 2024