Registration Number
0222U003342,
0117U000325
, R & D reports
Title
To develop methods of processing video data on the multi-layer computing structures for perspective vision systems.
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Head
Boiun Vitalii P., Доктор технічних наук
Malynovskyi Borys M.,
Registration Date
07-03-2022
Organization
V.M. Glushkov Institute of Cybernetics of National Academy of Sciences of Ukraine
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The aim of this research is to significantly increase the productivity systems of technical vision (STV) using high parallelization of processing of video information not only by one layers, but also on several layers of neural network structures and specialized parallel hardware. This will significantly increase the possibilities of STV to solve in real time a wider range of modern problems that covers industry, transport, scientific and medical research, special purpose systems etc.
The main plan of research is to analyze the functions of different types of retinal neurons, the organization of connections between them and the principles of information processing on them. Based on the obtained theoretical results on the human visual analyzer, intellectual perception of video information, information bases for increasing selectivity and experience in building video computer systems and methods and algorithms for parallel image processing for high-performance technical vision systems , it is possible to say to the possibility of further significant increase in the productivity of STV and expand the scope of their application in real-time analysis of high-dynamic processes and high-speed objects.
The obtained theoretical and practical results will allow Ukraine to reach the leading positions in this high-tech and important area of research. And although Ukraine currently lacks the appropriate microelectronics base for the full implementation of such structures, the results and patents for the inventions to be created may be of interest to leading foreign firms to implement joint projects.
Product Description
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Bahatskii Oleksii V.
Boiun Vitalii P.
Voznenko Lyudmila O.
Golovin Oleksandr M.
Kibec Oleksandra F.
Lyezin Illya O.
Lisenko Alla F.
Malashok Tamara I.
Malinovskij Lev B.
Malkush Iryna F.
Matviyenko Oleksandr V.
Sabelnikov Pavlo Yu.
Sabelnikov Yurii A.
Sapunova Nadiya O.
Syniakov Mykhailo M.
Susekov Serhii O.
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2022-03-09
