{"id":1897,"date":"2021-01-16T20:35:16","date_gmt":"2021-01-16T18:35:16","guid":{"rendered":"http:\/\/journals.khnu.km.ua\/vestnik\/?p=1897"},"modified":"2021-04-22T13:36:14","modified_gmt":"2021-04-22T10:36:14","slug":"%d0%bc%d0%b5%d1%82%d0%be%d0%b4-%d1%80%d0%be%d0%b7%d0%bf%d1%96%d0%b7%d0%bd%d0%b0%d0%b2%d0%b0%d0%bd%d0%bd%d1%8f-%d1%80%d0%b8%d1%81%d1%83%d0%bd%d0%ba%d0%b0-%d0%b2%d0%b5%d0%bd-%d0%b4%d0%be%d0%bb%d0%be","status":"publish","type":"post","link":"https:\/\/journals.khnu.km.ua\/vestnik\/?p=1897","title":{"rendered":"\u041c\u0435\u0442\u043e\u0434 \u0440\u043e\u0437\u043f\u0456\u0437\u043d\u0430\u0432\u0430\u043d\u043d\u044f \u0440\u0438\u0441\u0443\u043d\u043a\u0430 \u0432\u0435\u043d \u0434\u043e\u043b\u043e\u043d\u0456 \u0437\u0430 \u043a\u043b\u044e\u0447\u043e\u0432\u0438\u043c\u0438 \u0442\u043e\u0447\u043a\u0430\u043c\u0438"},"content":{"rendered":"<p style=\"text-align: center;\">\u041c\u0415\u0422\u041e\u0414 \u0420\u041e\u0417\u041f\u0406\u0417\u041d\u0410\u0412\u0410\u041d\u041d\u042f \u0420\u0418\u0421\u0423\u041d\u041a\u0410 \u0412\u0415\u041d \u0414\u041e\u041b\u041e\u041d\u0406 \u0417\u0410 \u041a\u041b\u042e\u0427\u041e\u0412\u0418\u041c\u0418 \u0422\u041e\u0427\u041a\u0410\u041c\u0418<\/p>\n<p style=\"text-align: center;\">THE RECOGNITION METHOD OF THE PALM VEIN PATTERNS BY THE KEY POINTS<\/p>\n<p><a href=\"http:\/\/journals.khnu.km.ua\/vestnik\/wp-content\/uploads\/2021\/01\/19-9.pdf\"><img src=\"http:\/\/journals.khnu.km.ua\/vestnik\/wp-content\/uploads\/2021\/01\/pdf.png\" \/><\/a> <strong>\u0421\u0442\u043e\u0440\u0456\u043d\u043a\u0438: 93-97. \u041d\u043e\u043c\u0435\u0440: \u21166, 2019 (279)<\/strong><br \/>\n<strong>\u0410\u0432\u0442\u043e\u0440\u0438: <\/strong><br \/>\n\u0413.\u041c. \u041d\u041e\u0412\u0406\u0426\u042c\u041a\u0418\u0419, \u0421.\u041c. \u0417\u041b\u0415\u041f\u041a\u041e, \u041b.\u0413. \u041a\u041e\u0412\u0410\u041b\u042c, \u0412.\u041e. \u0413\u041e\u041c\u041e\u041b\u0406\u041d\u0421\u042c\u041a\u0418\u0419<br \/>\n\u0412\u0456\u043d\u043d\u0438\u0446\u044c\u043a\u0438\u0439 \u043d\u0430\u0446\u0456\u043e\u043d\u0430\u043b\u044c\u043d\u0438\u0439 \u0442\u0435\u0445\u043d\u0456\u0447\u043d\u0438\u0439 \u0443\u043d\u0456\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442<br \/>\nH.M. NOVITSKII, S.M. ZLEPKO, L.H. KOVAL, V.O. HOMOLINSKYY<br \/>\nVinnytsia\u00a0 National Technical University<br \/>\n<strong>DOI:<\/strong> <a href=\"https:\/\/www.doi.org\/10.31891\/2307-5732-2019-279-6-93-97\">https:\/\/www.doi.org\/10.31891\/2307-5732-2019-279-6-93-97<\/a><br \/>\n<strong>\u0420\u0435\u0446\u0435\u043d\u0437\u0456\u044f\/Peer review :<\/strong> 13.11.2019 \u0440.<br \/>\n<strong>\u041d\u0430\u0434\u0440\u0443\u043a\u043e\u0432\u0430\u043d\u0430\/Printed :<\/strong> 12.01.2020 \u0440.<\/p>\n<p style=\"text-align: center;\"><strong>\u0410\u043d\u043e\u0442\u0430\u0446\u0456\u044f \u043c\u043e\u0432\u043e\u044e \u043e\u0440\u0438\u0433\u0456\u043d\u0430\u043b\u0443<\/strong><\/p>\n<p>\u0412 \u0440\u043e\u0431\u043e\u0442\u0456 \u0437\u0434\u0456\u0439\u0441\u043d\u0435\u043d\u043e \u043f\u043e\u0440\u0456\u0432\u043d\u044f\u043b\u044c\u043d\u0438\u0439 \u0430\u043d\u0430\u043b\u0456\u0437 \u043a\u0456\u043b\u044c\u043a\u043e\u0445 \u043c\u0435\u0442\u043e\u0434\u0456\u0432 \u0456\u0434\u0435\u043d\u0442\u0438\u0444\u0456\u043a\u0430\u0446\u0456\u0457 \u043b\u044e\u0434\u0438\u043d\u0438 \u0437\u0430 \u043c\u0430\u043b\u044e\u043d\u043a\u043e\u043c \u0432\u0435\u043d \u0434\u043e\u043b\u043e\u043d\u0456 \u0456 \u043e\u0431\u0440\u0430\u043d\u043e \u043c\u0435\u0442\u043e\u0434 \u0456\u0437 \u043d\u0430\u0439\u043a\u0440\u0430\u0449\u0438\u043c\u0438 \u0445\u0430\u0440\u0430\u043a\u0442\u0435\u0440\u0438\u0441\u0442\u0438\u043a\u0430\u043c\u0438. \u041f\u0440\u043e\u0432\u0435\u0434\u0435\u043d\u043e \u0430\u043d\u0430\u043b\u0456\u0437 \u043a\u0440\u0438\u0442\u0438\u0447\u043d\u0438\u0445 \u0442\u043e\u0447\u043e\u043a \u0432\u0435\u043d\u043e\u0437\u043d\u043e\u0433\u043e \u043c\u0430\u043b\u044e\u043d\u043a\u0430 (\u043c\u0456\u043d\u0443\u0446\u0456\u0439). \u0414\u043b\u044f \u043e\u043f\u0442\u0438\u043c\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0437\u043d\u044f\u0442\u0442\u044f \u0434\u0430\u043d\u0438\u0445 \u0432\u043f\u0440\u043e\u0432\u0430\u0434\u0436\u0435\u043d\u043e \u043d\u043e\u0432\u0443 \u043c\u0435\u0442\u043e\u0434\u0438\u043a\u0443 \u0441\u043a\u0430\u043d\u0443\u0432\u0430\u043d\u043d\u044f \u0440\u0443\u043a\u0438 \u0456\u0437 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u043d\u043d\u044f\u043c \u0444\u0456\u043a\u0441\u0430\u0442\u043e\u0440\u0456\u0432, \u0449\u043e \u0434\u043e\u0437\u0432\u043e\u043b\u044f\u0454 \u0434\u043e \u043c\u0456\u043d\u0456\u043c\u0443\u043c\u0443 \u0441\u043a\u043e\u0440\u043e\u0442\u0438\u0442\u0438 \u0437\u0441\u0443\u0432 \u043c\u0430\u043b\u044e\u043d\u043a\u0430 \u0432\u0435\u043d \u0434\u043e\u0441\u043b\u0456\u0434\u0436\u0443\u0432\u0430\u043d\u043e\u0457 \u043e\u0441\u043e\u0431\u0438 \u0456 \u043f\u043e\u043b\u0435\u0433\u0448\u0443\u0454 \u0439\u043e\u0433\u043e \u043f\u043e\u0440\u0456\u0432\u043d\u044f\u043d\u043d\u044f \u0456\u0437 \u0448\u0430\u0431\u043b\u043e\u043d\u043d\u0438\u043c. \u0414\u043b\u044f \u0441\u043a\u0435\u043b\u0435\u0442\u0438\u0437\u0430\u0446\u0456\u0457 \u0431\u0456\u043d\u0430\u0440\u043d\u043e\u0433\u043e \u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u043d\u044f \u043e\u0431\u0440\u0430\u043d\u043e \u043c\u0435\u0442\u043e\u0434 \u0448\u0430\u0431\u043b\u043e\u043d\u0456\u0432, \u044f\u043a\u0438\u0439 \u0434\u043e\u0437\u0432\u043e\u043b\u044f\u0454 \u0448\u0432\u0438\u0434\u0448\u0435 \u043e\u0431\u0440\u043e\u0431\u0438\u0442\u0438 \u0434\u0430\u043d\u0456 \u0439 \u043e\u0442\u0440\u0438\u043c\u0430\u0442\u0438 \u043c\u0430\u0442\u0440\u0438\u0446\u044e \u0434\u0430\u043d\u0438\u0445 \u2013 \u043a\u043e\u043e\u0440\u0434\u0438\u043d\u0430\u0442\u0438 \u043c\u0456\u043d\u0443\u0446\u0456\u0439 \u0442\u0430 \u0457\u0445 \u0442\u0438\u043f.<br \/>\n<strong>\u041a\u043b\u044e\u0447\u043e\u0432\u0456 \u0441\u043b\u043e\u0432\u0430:<\/strong> \u0432\u0435\u043d\u043e\u0437\u043d\u0438\u0439 \u043c\u0430\u043b\u044e\u043d\u043e\u043a , \u0431\u0456\u043d\u0430\u0440\u0438\u0437\u0430\u0446\u0456\u044f, \u0441\u043a\u0435\u043b\u0435\u0442\u0438\u0437\u0430\u0446\u0456\u044f \u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u043d\u044f, \u043c\u0456\u043d\u0443\u0446\u0456\u0457.<\/p>\n<p style=\"text-align: center;\"><strong>\u0420\u043e\u0437\u0448\u0438\u0440\u0435\u043d\u0430 \u0430\u043d\u043e\u0442\u0430\u0446\u0456\u044f \u0430\u043d\u0433\u043b\u0456\u0439\u0441\u044c\u043a\u043e\u044e \u043c\u043e\u0432\u043e\u044e<\/strong><\/p>\n<p>In this work was implemented the comparative analysis of several methods of identification of the person by the palm vein patterns and the method with the best characteristics was selected. The analysis of the critical points of the venous pattern (minutiae) was implemented. For optimal data maintenance, a new method of the palm scanning with the usage of retainers is introduced, which minimizes the displacement of the vein patterns of the investigated person and makes it easier to compare with the template pattern. To skeletonize a binary image, a template method is selected that allows you to process the data faster and retrieve the data matrix with the coordinates of the minutiae and their types.<br \/>\n<strong>Keywords:<\/strong> venous drawing, binarization, skeletonization of the image, minutiae.<\/p>\n<p style=\"text-align: center;\"><strong>References<\/strong><\/p>\n<ol>\n<li>Tsarov R.Iu. Biometrychni tekhnolohii : navch. posib. [dlia vyshchykh navchalnykh zakladiv] \/ Tsarov R.Iu., Lemekha T.M. \u2013 Odesa : ONAZ im. O.S. Popova, 2016. \u2013140 s.<\/li>\n<li>Tihonov I.A. Informativnye parametry biometricheskoj autentifikacii polzovatelej informacionnyh sistem po infrakrasnomu izobrazheniyu sosudistogo rusla \/ I.A. Tihonov \/\/ Bezopasnost informacionnyh tehnologij. \u2013 2011. \u2013 \u2116 4. \u2013 S. 61\u201368.<\/li>\n<li>Obzor sushestvuyushih metodov biometricheskoj identifikacii. URL: http:\/\/www.sec4all.net\/modules\/myarticles\/article.php?storyid= 1265.<\/li>\n<li>Starink J., Backer E. Finding point correspondences using simulated annealing&#8221;. Pattern Recognition. Vol. 28, \u2116 2, 1995, p. 231\u2013240.<\/li>\n<li>Klubkov I.M. Primenenie volnovogo algoritma dlya nahozhdeniya skeleta rastrovogo izobrazheniya \/ I.M. Klubkov \/\/ Vestnik Donskogo gosudarstvennogo tehnicheskogo universiteta. \u2013 2001. \u2013 T. 1, \u2116 1 (7). \u2013 S. 126\u2013133.<\/li>\n<li>Gonsales R. Cifrovaya obrabotka izobrazhenij \/ Gonsales R., Vuds R. \u2013 M. : Tehnosfera, 2005. \u2013 1072 s.<\/li>\n<li>Pfalz J.L., Rosenfeld A. Computer Representation of Planar Regions by their Skeletons. Communications of the Association for Computing Machinery, 1967, Vol. 10, \u2116 2, p. 119\u2013125.<\/li>\n<li>Ognev A. V. Centrirovanie otpechatkov palcev pri invariantnom raspoznavanii na osnove metriki Hausdorfa \/ A. V. Ognev, A. P. Tipikin \/\/ Optiko-elektronnye pribory i ustrojstva v sistemah raspoznavaniya obrazov, obrabotki izobrazhenij i simvolnoj informacii : sb. mat. VIII Mezhdunar. konf. \u201cRaspoznavanie \u2013 2008\u201d. Ch. 2. \u2013 Kursk : KurskGTU, 2008. \u2013 S. 34\u201335.<\/li>\n<li>Trokhymchuk R. M. Teoriia hrafiv : navchalnyi posibnyk dlia studentiv fakultetu kibernetyky \/ R. M. Trokhymchuk. \u2013 K. : Redaktsiino-vydavnychyi tsentr \u201cKyivskyi universytet\u201d, 1998. \u2013 43 s.<\/li>\n<li>Karnaukh T. O. Teoriia hrafiv u zadachakh \/ Karnaukh T. O., Stavrovskyi A. B. \u2013 K., Nauka. \u2013 S. 23\u201344.<\/li>\n<li>Domnin L. N. Elementy teorii grafov : ucheb. Posobie \/ Domnin L. N. \u2013 Penza : Izd-vo Penz. Gos. un-ta, 2007. \u2013 S. 13\u201331.<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>\u041c\u0415\u0422\u041e\u0414 \u0420\u041e\u0417\u041f\u0406\u0417\u041d\u0410\u0412\u0410\u041d\u041d\u042f \u0420\u0418\u0421\u0423\u041d\u041a\u0410 \u0412\u0415\u041d \u0414\u041e\u041b\u041e\u041d\u0406 \u0417\u0410 \u041a\u041b\u042e\u0427\u041e\u0412\u0418\u041c\u0418 \u0422\u041e\u0427\u041a\u0410\u041c\u0418 THE RECOGNITION METHOD OF THE PALM VEIN PATTERNS BY THE KEY POINTS \u0421\u0442\u043e\u0440\u0456\u043d\u043a\u0438: 93-97. \u041d\u043e\u043c\u0435\u0440: \u21166, 2019 (279) \u0410\u0432\u0442\u043e\u0440\u0438: \u0413.\u041c. \u041d\u041e\u0412\u0406\u0426\u042c\u041a\u0418\u0419, \u0421.\u041c. \u0417\u041b\u0415\u041f\u041a\u041e, \u041b.\u0413. \u041a\u041e\u0412\u0410\u041b\u042c, \u0412.\u041e. \u0413\u041e\u041c\u041e\u041b\u0406\u041d\u0421\u042c\u041a\u0418\u0419 \u0412\u0456\u043d\u043d\u0438\u0446\u044c\u043a\u0438\u0439 \u043d\u0430\u0446\u0456\u043e\u043d\u0430\u043b\u044c\u043d\u0438\u0439 \u0442\u0435\u0445\u043d\u0456\u0447\u043d\u0438\u0439 \u0443\u043d\u0456\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442 H.M. NOVITSKII, S.M. ZLEPKO, L.H. KOVAL, V.O. HOMOLINSKYY Vinnytsia\u00a0 National Technical University DOI: https:\/\/www.doi.org\/10.31891\/2307-5732-2019-279-6-93-97 \u0420\u0435\u0446\u0435\u043d\u0437\u0456\u044f\/Peer review [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[19],"tags":[],"_links":{"self":[{"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/posts\/1897"}],"collection":[{"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1897"}],"version-history":[{"count":4,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/posts\/1897\/revisions"}],"predecessor-version":[{"id":6012,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/posts\/1897\/revisions\/6012"}],"wp:attachment":[{"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1897"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1897"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1897"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}