Keywords: image recognition, correlation integral, algorithm, noise, random distribution
THE IMAGE RECOGNITION SIGNALS, HAVING A COMPLEX SHAPE
UDC 621.396
DOI:
In this paper we consider the problem of identifying the image signal based on the correlation approach. The classification of technical means related to image processing. Examples of two-dimensional images, which were considered during the recognition - Pentagon, hexagon, cross. We have developed a software product, based on which the research was conducted, associated with image recognition. The following is the block diagram of the algorithm of the developed program. For different types of noise (Gaussian, uniform, exponential) were determined the values of its amplitudes at which the algorithm stops correctly determine the reference image
1. Lobzin P.V. Sposoby obrabotki izobrazheniy pri obnaruzhenii prepyatstviy na mestnosti / P.V.Lobzin // Vestnik Voronezhskogo instituta vysokikh tekhnologiy. 2016. No. 4(19). pp.93-95.
2. Ryzhkov S.I. Ob ispol'zovanii neyrosetevykh tekhnologiy dlya otsenki signalov razlichnoy formy / S.I.Ryzhkov, S.A.Kharchenko // Vestnik Voronezhskogo instituta vysokikh tekhnologiy. 2016. No. 4(19). pp.103-105.
3. Mozgovoy A.A. Sistema podderzhki prinyatiya resheniy na primere raspoznavaniya skanirovannogo rukopisnogo teksta / A.A.Mozgovoy // Vestnik Voronezhskogo gosudarstvennogo tekhnicheskogo universiteta. 2016. Vol.12. No. 1. pp.25-27.
4. L'vovich I.Ya. Snizhenie kolichestva oshibok raspoznavaniya skanirovannykh rukopisnykh tekstov / I.Ya.L'vovich, Ya.E.L'vovich, A.A.Mozgovoy, A.P.Preobrazhenskiy, O.N.Choporov // Tsifrovaya obrabotka signalov. 2016. No. 4. pp.43-47
5. Voronov A.A. Obespechenie sistemy upravleniya riskami pri vozniknovenii ugroz informatsionnoy bezopasnosti / A.A.Voronov, I.Ya.L'vovich, Yu.P.Preobrazhenskiy, V.A.Voronov // Informatsiya i bezopasnost'. 2006. Vol.9. No. 2. pp.8-11.
6. Druzhinin M.A. Obrabotka izobrazheniy na osnove fraktal'nogo podkhoda / M.A.Druzhinin // Modelirovanie, optimizatsiya i informatsionnye tekhnologii. 2016. No. 4 (15). pp.9.
7. Yaroslavskiy L.P. Tsifrovaya obrabotka signalov v optike i golografii. Vvedenie v tsifrovuyu optiku. / L.P. Yaroslavskiy // M.: Radio i svyaz', 1987. 296 p.
8. Shcherbatykh S.pp.Primenenie metodov obrabotki signalov s pomekhami / S.S.Shcherbatykh // Mezhdunarodnyy studencheskiy nauchnyy vestnik. 2016. No. 3-2. pp.241-242.
9. Yashchuk A.M. Sposoby obrabotki IK-izobrazheniy, imeyushchikh iskazheniya i shumy / A.M.Yashchuk, S.V.Yatsutin // Modelirovanie, optimizatsiya i informatsionnye tekhnologii. 2016. No. 4 (15). pp.4.
10. Tsepkovskaya T.A. Sistemy arkhivirovaniya i peredachi meditsinskikh izobrazheniy / T.A.Tsepkovskaya // // Vestnik Voronezhskogo instituta vysokikh tekhnologiy. 2016. No. 3(18). pp.92-94.
11. Golovin A.A. O vydelenii izotropnykh istochnikov na poverkhnosti ob"ektov so slozhnoy formoy / A.A.Golovin, V.V.Avdeev // V sbornike: Nauka molodykh - budushchee Rossii sbornik nauchnykh statey mezhdunarodnoy nauchnoy konferentsii perspektivnykh razrabotok molodykh uchenykh: v 3 tomakh. Yugo-Zapadnyy gosudarstvennyy universitet. 2016. pp.262-263.
12. Kalashnikov A.O. Ataki na informatsionno-tekhnologicheskuyu infrastrukturu kriticheski vazhnykh ob"ektov: otsenka i regulirovanie riskov / A.O.Kalashnikov, E.V.Ermilov, O.N.Choporov, K.A.Razinkin, N.I.Barannikov // monografiya / pod red. chl.-korr. RAN D.A. Novikova. Voronezh, Izdatel'stvo: OOO "Izdatel'stvo "Nauchnaya kniga", 2013, 159 p
13. L'vovich I.Ya. Osnovy informatiki / I.Ya.L'vovich, Yu.P.Preobrazhenskiy, V.V.Ermolova / uchebnoe posobie, Voronezh, Izdatel'stvo: Voronezhskiy institut vysokikh tekhnologiy, 2014, 339 p.
Keywords: image recognition, correlation integral, algorithm, noise, random distribution
For citation: Vekovishcheva K.V., Kostyuchenko V.V. THE IMAGE RECOGNITION SIGNALS, HAVING A COMPLEX SHAPE. Modeling, Optimization and Information Technology. 2017;5(1). URL: https://moit.vivt.ru/wp-content/uploads/2017/02/VekovishevaKostuchenko_1_17_2.pdf DOI: (In Russ).
Published 31.03.2017