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Method of efficient use of memory in image processing

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dc.contributor.authorChernyakov, P.
dc.contributor.authorZvyagin, A.
dc.contributor.authorFetisov, V.
dc.contributor.authorBokitko, G.
dc.contributor.authorBocharov, Y.
dc.contributor.authorЗвягин, Алексей Алексеевич
dc.contributor.authorБочаров, Юрий Иванович
dc.date.accessioned2024-11-26T13:28:03Z
dc.date.available2024-11-26T13:28:03Z
dc.date.issued2020
dc.description.abstract© 2020 The Authors. Published by Elsevier B.V.The article discusses an implementation of the algorithm of the optimal use of RAM by a digital filter in image processing systems. The advantages of such an algorithm with respect to the entire frame buffering technique are considered. The performance of the proposed solution is demonstrated by a series of software and hardware tests implemented in FPGA. Using the algorithm allows to achieve significant memory savings and improve image quality after processing when implementing neural network methods for pattern recognition and classification, which is especially important for vision systems of small autonomous moving objects with severe restrictions on the amount of hardware and energy resources. The proposed algorithm has been tested in several software tests and hardware-verified in FPGA.
dc.format.extentС. 698-703
dc.identifier.citationMethod of efficient use of memory in image processing / Chernyakov, P. [et al.] // Procedia Computer Science. - 2020. - 169. - P. 698-703. - 10.1016/j.procs.2020.02.178
dc.identifier.doi10.1016/j.procs.2020.02.178
dc.identifier.urihttps://www.doi.org/10.1016/j.procs.2020.02.178
dc.identifier.urihttps://www.scopus.com/record/display.uri?eid=2-s2.0-85084505936&origin=resultslist
dc.identifier.urihttps://openrepository.mephi.ru/handle/123456789/21779
dc.relation.ispartofProcedia Computer Science
dc.titleMethod of efficient use of memory in image processing
dc.typeConference Paper
dspace.entity.typePublication
oaire.citation.volume169
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relation.isAuthorOfPublication3be06e9c-ebcc-44af-90c4-6dda6baf328f
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