{"id":3321,"date":"2021-07-23T09:26:00","date_gmt":"2021-07-23T09:26:00","guid":{"rendered":"https:\/\/www.bearloga.space\/?page_id=3321"},"modified":"2021-07-23T09:26:01","modified_gmt":"2021-07-23T09:26:01","slug":"opencv-morfologicheskie-operaczii","status":"publish","type":"page","link":"https:\/\/www.bearloga.space\/en\/opencv-morfologicheskie-operaczii\/","title":{"rendered":"OpenCV \u2014 \u043c\u043e\u0440\u0444\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0438"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u0412 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0438\u0445 \u0433\u043b\u0430\u0432\u0430\u0445 \u043c\u044b \u043e\u0431\u0441\u0443\u0436\u0434\u0430\u043b\u0438 \u043f\u0440\u043e\u0446\u0435\u0441\u0441&nbsp;<strong>\u044d\u0440\u043e\u0437\u0438\u0438<\/strong>&nbsp;\u0438&nbsp;<strong>\u0440\u0430\u0441\u0448\u0438\u0440\u0435\u043d\u0438\u044f<\/strong>&nbsp;.&nbsp;\u0412 \u0434\u043e\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u0435 \u043a \u044d\u0442\u0438\u043c \u0434\u0432\u0443\u043c, OpenCV \u0438\u043c\u0435\u0435\u0442 \u0431\u043e\u043b\u044c\u0448\u0435 \u043c\u043e\u0440\u0444\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u043f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u043d\u0438\u0439.&nbsp;<strong>MorphologyEx<\/strong>&nbsp;<strong>()<\/strong>&nbsp;\u043c\u0435\u0442\u043e\u0434\u0430 \u043a\u043b\u0430\u0441\u0441\u0430&nbsp;<strong>Imgproc<\/strong>&nbsp;\u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0441\u044f \u0434\u043b\u044f \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u044f \u044d\u0442\u0438\u0445 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0439 \u0441 \u0434\u0430\u043d\u043d\u044b\u043c \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0435\u043c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u041d\u0438\u0436\u0435 \u043f\u0440\u0438\u0432\u043e\u0434\u0438\u0442\u0441\u044f \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441 \u044d\u0442\u043e\u0433\u043e \u043c\u0435\u0442\u043e\u0434\u0430 \u2014<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">morphologyEx(src, dst, op, kernel)\n<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u042d\u0442\u043e\u0442 \u043c\u0435\u0442\u043e\u0434 \u043f\u0440\u0438\u043d\u0438\u043c\u0430\u0435\u0442 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0435 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u044b \u2014<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>src<\/strong>&nbsp;\u2014 \u041e\u0431\u044a\u0435\u043a\u0442 \u043a\u043b\u0430\u0441\u0441\u0430&nbsp;<strong>Mat,<\/strong>&nbsp;\u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u044e\u0449\u0438\u0439 \u0438\u0441\u0445\u043e\u0434\u043d\u043e\u0435 (\u0432\u0445\u043e\u0434\u043d\u043e\u0435) \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0435.<\/li><li><strong>dst<\/strong>&nbsp;\u2014 \u043e\u0431\u044a\u0435\u043a\u0442 \u043a\u043b\u0430\u0441\u0441\u0430&nbsp;<strong>Mat,<\/strong>&nbsp;\u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u044e\u0449\u0438\u0439 \u0446\u0435\u043b\u0435\u0432\u043e\u0435 (\u0432\u044b\u0445\u043e\u0434\u043d\u043e\u0435) \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0435.<\/li><li><strong>op<\/strong>&nbsp;\u2014 \u0446\u0435\u043b\u043e\u0435 \u0447\u0438\u0441\u043b\u043e, \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u044e\u0449\u0435\u0435 \u0442\u0438\u043f \u043c\u043e\u0440\u0444\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0438.<\/li><li><strong>\u044f\u0434\u0440\u043e<\/strong>&nbsp;\u2014 \u043c\u0430\u0442\u0440\u0438\u0446\u0430 \u044f\u0434\u0440\u0430.<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>src<\/strong>&nbsp;\u2014 \u041e\u0431\u044a\u0435\u043a\u0442 \u043a\u043b\u0430\u0441\u0441\u0430&nbsp;<strong>Mat,<\/strong>&nbsp;\u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u044e\u0449\u0438\u0439 \u0438\u0441\u0445\u043e\u0434\u043d\u043e\u0435 (\u0432\u0445\u043e\u0434\u043d\u043e\u0435) \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0435.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>dst<\/strong>&nbsp;\u2014 \u043e\u0431\u044a\u0435\u043a\u0442 \u043a\u043b\u0430\u0441\u0441\u0430&nbsp;<strong>Mat,<\/strong>&nbsp;\u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u044e\u0449\u0438\u0439 \u0446\u0435\u043b\u0435\u0432\u043e\u0435 (\u0432\u044b\u0445\u043e\u0434\u043d\u043e\u0435) \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0435.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>op<\/strong>&nbsp;\u2014 \u0446\u0435\u043b\u043e\u0435 \u0447\u0438\u0441\u043b\u043e, \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u044e\u0449\u0435\u0435 \u0442\u0438\u043f \u043c\u043e\u0440\u0444\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0438.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u044f\u0434\u0440\u043e<\/strong>\u00a0\u2014 \u043c\u0430\u0442\u0440\u0438\u0446\u0430 \u044f\u0434\u0440\u0430.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u043f\u0440\u0438\u043c\u0435\u0440<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0421\u043b\u0435\u0434\u0443\u044e\u0449\u0430\u044f \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0430 \u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0438\u0440\u0443\u0435\u0442, \u043a\u0430\u043a \u043f\u0440\u0438\u043c\u0435\u043d\u0438\u0442\u044c \u043c\u043e\u0440\u0444\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0443\u044e \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u044e&nbsp;<strong>\u00ab\u0446\u0438\u043b\u0438\u043d\u0434\u0440\u00bb<\/strong>&nbsp;\u043a \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044e \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0438 OpenCV.<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">import org.opencv.core.Core;\nimport org.opencv.core.CvType;\nimport org.opencv.core.Mat;\nimport org.opencv.imgcodecs.Imgcodecs;\nimport org.opencv.imgproc.Imgproc;\n\npublic class MorphologyExTest {\n   public static void main(String args[]) {\n      \/\/ Loading the OpenCV core library\n      System.loadLibrary( Core.NATIVE_LIBRARY_NAME );\n\n      \/\/ Reading the Image from the file and storing it in to a Matrix object\n      String file =\"E:\/OpenCV\/chap12\/morph_input.jpg\";\n      Mat src = Imgcodecs.imread(file);\n\n      \/\/ Creating an empty matrix to store the result\n      Mat dst = new Mat();\n\n      \/\/ Creating kernel matrix\n      Mat kernel = Mat.ones(5,5, CvType.CV_32F);\n\n      \/\/ Applying Blur effect on the Image \n      Imgproc.morphologyEx(src, dst, Imgproc.MORPH_TOPHAT, kernel);\n\n      \/\/ Writing the image\n      Imgcodecs.imwrite(\"E:\/OpenCV\/chap12\/morph_tophat.jpg\", dst);\n\n      System.out.println(\"Image Processed\");\n   } \n}<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u041f\u0440\u0435\u0434\u043f\u043e\u043b\u043e\u0436\u0438\u043c, \u0447\u0442\u043e \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u043c \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0432\u0445\u043e\u0434\u043d\u043e\u0435 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0435&nbsp;<strong>morph_input.jpg,<\/strong>&nbsp;\u0443\u043a\u0430\u0437\u0430\u043d\u043d\u043e\u0435 \u0432 \u0432\u044b\u0448\u0435\u0443\u043a\u0430\u0437\u0430\u043d\u043d\u043e\u0439 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0435.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/coderlessons.com\/wp-content\/uploads\/2019\/07\/morph_input.jpg\" alt=\"Morph Input\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u0412\u044b\u0445\u043e\u0434<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u041f\u0440\u0438 \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u0438 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u044b \u0432\u044b \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u0435 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0439 \u0432\u044b\u0432\u043e\u0434:<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">Image Processed\n<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u0415\u0441\u043b\u0438 \u0432\u044b \u043e\u0442\u043a\u0440\u043e\u0435\u0442\u0435 \u0443\u043a\u0430\u0437\u0430\u043d\u043d\u044b\u0439 \u043f\u0443\u0442\u044c, \u0432\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u043d\u0430\u0431\u043b\u044e\u0434\u0430\u0442\u044c \u0432\u044b\u0445\u043e\u0434\u043d\u043e\u0435 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0435 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u043c \u043e\u0431\u0440\u0430\u0437\u043e\u043c \u2014<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/coderlessons.com\/wp-content\/uploads\/2019\/07\/morph_output.jpg\" alt=\"Morph Output\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u0411\u043e\u043b\u044c\u0448\u0435 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0439<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412 \u0434\u043e\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u0435 \u043a \u043c\u043e\u0440\u0444\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0438&nbsp;<strong>TOPHAT<\/strong>&nbsp;, \u043f\u0440\u043e\u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0439 \u0432 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0435\u043c&nbsp;<strong>\u043f\u0440\u0438\u043c\u0435\u0440\u0435<\/strong>&nbsp;, OpenCV \u043e\u0431\u0441\u043b\u0443\u0436\u0438\u0432\u0430\u0435\u0442 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0435 \u0434\u0440\u0443\u0433\u0438\u0435 \u0442\u0438\u043f\u044b \u043c\u043e\u0440\u0444\u043e\u043b\u043e\u0433\u0438\u0439.&nbsp;\u0412\u0441\u0435 \u044d\u0442\u0438 \u0442\u0438\u043f\u044b \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u044b \u043f\u0440\u0435\u0434\u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u043d\u044b\u043c\u0438 \u0441\u0442\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u043c\u0438 \u043f\u043e\u043b\u044f\u043c\u0438 (\u0444\u0438\u043a\u0441\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u043c\u0438 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f\u043c\u0438) \u043a\u043b\u0430\u0441\u0441\u0430&nbsp;<strong>Imgproc<\/strong>&nbsp;.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u0432\u044b\u0431\u0440\u0430\u0442\u044c \u043d\u0443\u0436\u043d\u044b\u0439 \u0442\u0438\u043f \u043c\u043e\u0440\u0444\u043e\u043b\u043e\u0433\u0438\u0438, \u043f\u0435\u0440\u0435\u0434\u0430\u0432 \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0435\u0435 \u043f\u0440\u0435\u0434\u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u043d\u043e\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u0443&nbsp;<strong>op<\/strong>&nbsp;\u043c\u0435\u0442\u043e\u0434\u0430&nbsp;<strong>morphologyEx ()<\/strong>&nbsp;.<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">\/\/ Applying Blur effect on the Image\nImgproc.morphologyEx(src, dst, <strong>Imgproc.MORPH_TOPHAT<\/strong> , kernel);\n<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u041d\u0438\u0436\u0435 \u043f\u0440\u0438\u0432\u0435\u0434\u0435\u043d\u044b \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f, \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u044e\u0449\u0438\u0435 \u0442\u0438\u043f \u043c\u043e\u0440\u0444\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0439 \u0438 \u0438\u0445 \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u0435 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0412 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0438\u0445 \u0433\u043b\u0430\u0432\u0430\u0445 \u043c\u044b \u043e\u0431\u0441\u0443\u0436\u0434\u0430\u043b\u0438 \u043f\u0440\u043e\u0446\u0435\u0441\u0441&nbsp;\u044d\u0440\u043e\u0437\u0438\u0438&nbsp;\u0438&nbsp;\u0440\u0430\u0441\u0448\u0438\u0440\u0435\u043d\u0438\u044f&nbsp;.&nbsp;\u0412 \u0434\u043e\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u0435 \u043a \u044d\u0442\u0438\u043c \u0434\u0432\u0443\u043c, OpenCV \u0438\u043c\u0435\u0435\u0442 \u0431\u043e\u043b\u044c\u0448\u0435 \u043c\u043e\u0440\u0444\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u043f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u043d\u0438\u0439.&nbsp;MorphologyEx&nbsp;()&nbsp;\u043c\u0435\u0442\u043e\u0434\u0430 \u043a\u043b\u0430\u0441\u0441\u0430&nbsp;Imgproc&nbsp;\u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0441\u044f \u0434\u043b\u044f \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u044f \u044d\u0442\u0438\u0445 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0439 [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"categories":[108],"tags":[],"class_list":["post-3321","page","type-page","status-publish","hentry","category-opencv"],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/www.bearloga.space\/en\/wp-json\/wp\/v2\/pages\/3321","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.bearloga.space\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.bearloga.space\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.bearloga.space\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.bearloga.space\/en\/wp-json\/wp\/v2\/comments?post=3321"}],"version-history":[{"count":0,"href":"https:\/\/www.bearloga.space\/en\/wp-json\/wp\/v2\/pages\/3321\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.bearloga.space\/en\/wp-json\/wp\/v2\/media?parent=3321"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.bearloga.space\/en\/wp-json\/wp\/v2\/categories?post=3321"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.bearloga.space\/en\/wp-json\/wp\/v2\/tags?post=3321"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}