{"id":363536,"date":"2024-08-01T14:10:16","date_gmt":"2024-08-01T13:10:16","guid":{"rendered":"https:\/\/ypsilon.dev\/ar\/blog\/%d9%85%d8%a7%d8%b0%d8%a7-%d9%8a%d8%b9%d9%86%d9%8a-hausdorff-distance-%d9%81%d9%8a-%d9%85%d8%ac%d8%a7%d9%84-%d8%a7%d9%84%d8%ae%d9%88%d8%a7%d8%b1%d8%b2%d9%85%d9%8a%d8%a7%d8%aa-%d9%88%d9%87%d9%8a%d8%a7\/"},"modified":"2024-08-01T14:10:16","modified_gmt":"2024-08-01T13:10:16","slug":"%d9%85%d8%a7%d8%b0%d8%a7-%d9%8a%d8%b9%d9%86%d9%8a-hausdorff-distance-%d9%81%d9%8a-%d9%85%d8%ac%d8%a7%d9%84-%d8%a7%d9%84%d8%ae%d9%88%d8%a7%d8%b1%d8%b2%d9%85%d9%8a%d8%a7%d8%aa-%d9%88%d9%87%d9%8a%d8%a7","status":"publish","type":"post","link":"https:\/\/ypsilon.dev\/ar\/%d9%85%d8%a7%d8%b0%d8%a7-%d9%8a%d8%b9%d9%86%d9%8a-hausdorff-distance-%d9%81%d9%8a-%d9%85%d8%ac%d8%a7%d9%84-%d8%a7%d9%84%d8%ae%d9%88%d8%a7%d8%b1%d8%b2%d9%85%d9%8a%d8%a7%d8%aa-%d9%88%d9%87%d9%8a%d8%a7\/","title":{"rendered":"\u0645\u0627\u0630\u0627 \u064a\u0639\u0646\u064a Hausdorff distance \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0648\u0647\u064a\u0627\u0643\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a"},"content":{"rendered":"<h2><strong>\u0645\u0627\u0630\u0627 \u064a\u0639\u0646\u064a Hausdorff distance \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0648\u0647\u064a\u0627\u0643\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u061f<\/strong><\/h2>\n<p>\u0639\u0646\u062f\u0645\u0627 \u0646\u062a\u062d\u062f\u062b \u0639\u0646 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0648\u0647\u064a\u0627\u0643\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0646\u062c\u062f \u0623\u0646 &#8220;Hausdorff distance&#8221; \u0623\u0648 &#8220;\u0645\u0633\u0627\u0641\u0629 \u0647\u0627\u0633\u062f\u0648\u0631\u0641&#8221; \u062a\u0639\u062f \u0648\u0627\u062d\u062f\u0629 \u0645\u0646 \u0627\u0644\u0645\u0641\u0627\u0647\u064a\u0645 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0633\u062a\u062e\u062f\u0645 \u0644\u0642\u064a\u0627\u0633 \u0627\u0644\u062a\u0634\u0627\u0628\u0647 \u0623\u0648 \u0627\u0644\u0627\u062e\u062a\u0644\u0627\u0641 \u0628\u064a\u0646 \u0645\u062c\u0645\u0648\u0639\u062a\u064a\u0646 \u0645\u0646 \u0627\u0644\u0646\u0642\u0627\u0637 \u0641\u064a \u0627\u0644\u0641\u0636\u0627\u0621. \u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0627 \u0627\u0644\u0645\u0641\u0647\u0648\u0645 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0641\u064a \u0645\u062c\u0627\u0644\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629 \u0645\u062b\u0644 \u0631\u0624\u064a\u0629 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631\u060c \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0623\u0634\u0643\u0627\u0644\u060c \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0623\u0646\u0645\u0627\u0637. \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u0642\u0627\u0644\u060c \u0633\u0646\u0633\u062a\u0643\u0634\u0641 \u0628\u062a\u0641\u0635\u064a\u0644 \u0645\u0627 \u064a\u0639\u0646\u064a\u0647 &#8220;Hausdorff distance&#8221; \u0648\u0643\u064a\u0641\u064a\u0629 \u062a\u0637\u0628\u064a\u0642\u0647 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0648\u0647\u064a\u0627\u0643\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/p>\n<h3><strong>\u062a\u0639\u0631\u064a\u0641 \u0645\u0633\u0627\u0641\u0629 \u0647\u0627\u0633\u062f\u0648\u0631\u0641<\/strong><\/h3>\n<p>&#8220;Hausdorff distance&#8221; \u0647\u0648 \u0645\u0642\u064a\u0627\u0633 \u064a\u0633\u062a\u062e\u062f\u0645 \u0644\u062a\u062d\u062f\u064a\u062f \u0645\u062f\u0649 \u0627\u0644\u0627\u062e\u062a\u0644\u0627\u0641 \u0628\u064a\u0646 \u0645\u062c\u0645\u0648\u0639\u062a\u064a\u0646 \u0645\u0646 \u0627\u0644\u0646\u0642\u0627\u0637. \u064a\u0645\u0643\u0646 \u062a\u0639\u0631\u064a\u0641\u0647\u0627 \u0631\u064a\u0627\u0636\u064a\u0627\u064b \u0628\u0623\u0646\u0647\u0627 \u0623\u0642\u0635\u0649 \u0645\u0633\u0627\u0641\u0629 \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0643\u0648\u0646 \u0647\u0646\u0627\u0643 \u0628\u064a\u0646 \u0646\u0642\u0637\u062a\u064a\u0646\u060c \u0648\u0627\u062d\u062f\u0629 \u0645\u0646 \u0643\u0644 \u0645\u062c\u0645\u0648\u0639\u0629. \u0628\u0645\u0639\u0646\u0649 \u0622\u062e\u0631\u060c \u0647\u064a \u0623\u0643\u0628\u0631 \u0645\u0633\u0627\u0641\u0629 \u0642\u0635\u064a\u0631\u0629 \u0628\u064a\u0646 \u0623\u064a \u0646\u0642\u0637\u0629 \u0641\u064a \u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 \u0648\u0623\u0642\u0631\u0628 \u0646\u0642\u0637\u0629 \u0644\u0647\u0627 \u0641\u064a \u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629. \u0647\u0630\u0627 \u0627\u0644\u062a\u0639\u0631\u064a\u0641 \u064a\u062c\u0639\u0644\u0647 \u0623\u062f\u0627\u0629 \u0642\u0648\u064a\u0629 \u0644\u0642\u064a\u0627\u0633 \u0627\u0644\u062a\u0634\u0627\u0628\u0647 \u0628\u064a\u0646 \u0627\u0644\u0623\u0634\u0643\u0627\u0644 \u0648\u0627\u0644\u0623\u0646\u0645\u0627\u0637.<\/p>\n<h3><strong>\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0644\u0645\u0633\u0627\u0641\u0629 \u0647\u0627\u0633\u062f\u0648\u0631\u0641<\/strong><\/h3>\n<p>\u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0645\u0641\u0647\u0648\u0645 &#8220;Hausdorff distance&#8221; \u0641\u064a \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u064a\u0629. \u0641\u064a \u0645\u062c\u0627\u0644 \u0631\u0624\u064a\u0629 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631\u060c \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u0623\u0634\u0643\u0627\u0644 \u0648\u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0623\u0646\u0645\u0627\u0637. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0641\u064a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0647 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0628\u0627\u0631\u0632\u0629 \u0641\u064a \u0648\u062c\u0648\u0647 \u0645\u062e\u062a\u0644\u0641\u0629. \u0643\u0645\u0627 \u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u0648\u0627\u0642\u0639 \u0648\u0627\u0644\u0645\u0633\u0627\u0631\u0627\u062a \u0645\u0646 \u062e\u0644\u0627\u0644 \u0645\u0642\u0627\u0631\u0646\u0629 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0645\u0644\u0627\u062d\u064a\u0629.<\/p>\n<h4><strong>\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637<\/strong><\/h4>\n<p>\u0641\u064a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637\u060c \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0645\u0633\u0627\u0641\u0629 \u0647\u0627\u0633\u062f\u0648\u0631\u0641 \u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u0623\u0634\u0643\u0627\u0644 \u0648\u0627\u0644\u0646\u0645\u0627\u0630\u062c. \u0647\u0630\u0627 \u064a\u0634\u0645\u0644 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0646\u0635\u0648\u0635 \u0627\u0644\u0645\u0643\u062a\u0648\u0628\u0629 \u0628\u062e\u0637 \u0627\u0644\u064a\u062f\u060c \u062d\u064a\u062b \u062a\u064f\u0642\u0627\u0631\u0646 \u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0628\u0627\u0631\u0632\u0629 \u0641\u064a \u0627\u0644\u0646\u0635\u0648\u0635 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u062a\u0634\u0627\u0628\u0647 \u0628\u064a\u0646\u0647\u0627. \u064a\u064f\u0639\u062f \u0647\u0630\u0627 \u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0645\u0641\u064a\u062f\u0627\u064b \u0641\u064a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0642\u0631\u0627\u0621\u0629 \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0646\u0635\u0648\u0635 \u0627\u0644\u0645\u0643\u062a\u0648\u0628\u0629 \u0628\u062e\u0637 \u0627\u0644\u064a\u062f.<\/p>\n<h4><strong>\u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u0648\u0627\u0642\u0639<\/strong><\/h4>\n<p>\u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a\u060c \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 &#8220;Hausdorff distance&#8221; \u0644\u062a\u062d\u062f\u064a\u062f \u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0641\u064a \u0627\u0644\u0628\u064a\u0626\u0629 \u0627\u0644\u0645\u062d\u064a\u0637\u0629. \u0645\u0646 \u062e\u0644\u0627\u0644 \u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0645\u0644\u0627\u062d\u064a\u0629 \u0627\u0644\u062a\u064a \u064a\u062c\u0645\u0639\u0647\u0627 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0645\u0639 \u062e\u0631\u064a\u0637\u0629 \u0628\u064a\u0626\u064a\u0629 \u0645\u0633\u0628\u0642\u0629\u060c \u064a\u0645\u0643\u0646 \u062a\u062d\u062f\u064a\u062f \u0645\u0648\u0642\u0639 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0628\u062f\u0642\u0629 \u0648\u062a\u062d\u0633\u064a\u0646 \u0645\u0633\u0627\u0631\u0627\u062a\u0647. \u0647\u0630\u0627 \u064a\u064f\u0639\u062a\u0628\u0631 \u0645\u0647\u0645\u0627\u064b \u062c\u062f\u0627\u064b \u0641\u064a \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u062f\u0642\u0629 \u0639\u0627\u0644\u064a\u0629 \u0641\u064a \u0627\u0644\u062d\u0631\u0643\u0629 \u0648\u0627\u0644\u062a\u0648\u062c\u064a\u0647.<\/p>\n<h3><strong>\u0643\u064a\u0641\u064a\u0629 \u062d\u0633\u0627\u0628 \u0645\u0633\u0627\u0641\u0629 \u0647\u0627\u0633\u062f\u0648\u0631\u0641<\/strong><\/h3>\n<p>\u062d\u0633\u0627\u0628 &#8220;Hausdorff distance&#8221; \u064a\u062a\u0637\u0644\u0628 \u0627\u0644\u0646\u0638\u0631 \u0641\u064a \u0643\u0644 \u0646\u0642\u0637\u0629 \u0641\u064a \u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 \u0648\u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0623\u0642\u0631\u0628 \u0646\u0642\u0637\u0629 \u0644\u0647\u0627 \u0641\u064a \u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629\u060c \u062b\u0645 \u062a\u062d\u062f\u064a\u062f \u0623\u0643\u0628\u0631 \u0645\u0633\u0627\u0641\u0629 \u0645\u0646 \u0628\u064a\u0646 \u0643\u0644 \u0647\u0630\u0647 \u0627\u0644\u0645\u0633\u0627\u0641\u0627\u062a. \u0647\u0630\u0627 \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u064f\u0639\u0628\u0631 \u0639\u0646\u0647 \u0631\u064a\u0627\u0636\u064a\u0627\u064b \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0635\u064a\u063a \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/p>\n<h4><strong>\u0627\u0644\u0635\u064a\u063a\u0629 \u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0629<\/strong><\/h4>\n<p>\u0631\u064a\u0627\u0636\u064a\u0627\u064b\u060c \u062a\u064f\u0639\u0631\u0641 \u0645\u0633\u0627\u0641\u0629 \u0647\u0627\u0633\u062f\u0648\u0631\u0641 \u0628\u064a\u0646 \u0645\u062c\u0645\u0648\u0639\u062a\u064a\u0646 A \u0648 B \u0643\u0627\u0644\u062a\u0627\u0644\u064a:<\/p>\n<p><strong>H(A, B) = max(h(A, B), h(B, A))<\/strong><\/p>\n<p>\u062d\u064a\u062b h(A, B) \u0647\u064a \u0623\u0642\u0635\u0649 \u0645\u0633\u0627\u0641\u0629 \u0644\u0623\u0642\u0631\u0628 \u0646\u0642\u0637\u0629 \u062a\u064f\u062d\u0633\u0628 \u0643\u0627\u0644\u062a\u0627\u0644\u064a:<\/p>\n<p><strong>h(A, B) = max(min(||a &#8211; b||))<\/strong><\/p>\n<p>\u062d\u064a\u062b a \u0647\u064a \u0646\u0642\u0637\u0629 \u0641\u064a \u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0629 A \u0648 b \u0647\u064a \u0646\u0642\u0637\u0629 \u0641\u064a \u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0629 B \u0648 ||a &#8211; b|| \u0647\u064a \u0627\u0644\u0645\u0633\u0627\u0641\u0629 \u0627\u0644\u0625\u0642\u0644\u064a\u062f\u064a\u0629 \u0628\u064a\u0646 \u0627\u0644\u0646\u0642\u0637\u062a\u064a\u0646 a \u0648 b.<\/p>\n<h3><strong>\u0623\u0645\u062b\u0644\u0629 \u0639\u0645\u0644\u064a\u0629 \u0644\u062d\u0633\u0627\u0628 \u0645\u0633\u0627\u0641\u0629 \u0647\u0627\u0633\u062f\u0648\u0631\u0641<\/strong><\/h3>\n<p>\u0644\u0646\u0623\u062e\u0630 \u0645\u062b\u0627\u0644\u0627\u064b \u0639\u0645\u0644\u064a\u0627\u064b \u0644\u0641\u0647\u0645 \u0643\u064a\u0641\u064a\u0629 \u062d\u0633\u0627\u0628 &#8220;Hausdorff distance&#8221;. \u062a\u062e\u064a\u0644 \u0644\u062f\u064a\u0646\u0627 \u0645\u062c\u0645\u0648\u0639\u062a\u064a\u0646 \u0645\u0646 \u0627\u0644\u0646\u0642\u0627\u0637 \u0641\u064a \u0641\u0636\u0627\u0621 \u062b\u0646\u0627\u0626\u064a \u0627\u0644\u0623\u0628\u0639\u0627\u062f:<\/p>\n<p>\u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0629 A: {(1, 2), (2, 3), (3, 4)}<br \/>\n\u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0629 B: {(2, 2), (3, 3), (4, 4)}<\/p>\n<p>\u0644\u062d\u0633\u0627\u0628 \u0645\u0633\u0627\u0641\u0629 \u0647\u0627\u0633\u062f\u0648\u0631\u0641 \u0628\u064a\u0646 \u0647\u0627\u062a\u064a\u0646 \u0627\u0644\u0645\u062c\u0645\u0648\u0639\u062a\u064a\u0646\u060c \u0646\u0642\u0648\u0645 \u0628\u0645\u0627 \u064a\u0644\u064a:<\/p>\n<ol>\n<li>\u0646\u062d\u0633\u0628 \u0627\u0644\u0645\u0633\u0627\u0641\u0629 \u0628\u064a\u0646 \u0643\u0644 \u0646\u0642\u0637\u0629 \u0641\u064a \u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0629 A \u0648\u0623\u0642\u0631\u0628 \u0646\u0642\u0637\u0629 \u0644\u0647\u0627 \u0641\u064a \u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0629 B.<\/li>\n<li>\u0646\u062d\u062f\u062f \u0623\u0643\u0628\u0631 \u0645\u0633\u0627\u0641\u0629 \u0645\u0646 \u0628\u064a\u0646 \u0647\u0630\u0647 \u0627\u0644\u0645\u0633\u0627\u0641\u0627\u062a.<\/li>\n<\/ol>\n<p>\u0628\u0647\u0630\u0647 \u0627\u0644\u0637\u0631\u064a\u0642\u0629\u060c \u0646\u062d\u0635\u0644 \u0639\u0644\u0649 \u0645\u0633\u0627\u0641\u0629 \u0647\u0627\u0633\u062f\u0648\u0631\u0641 \u0627\u0644\u062a\u064a \u062a\u0639\u0643\u0633 \u0623\u0643\u0628\u0631 \u0627\u062e\u062a\u0644\u0627\u0641 \u0628\u064a\u0646 \u0627\u0644\u0645\u062c\u0645\u0648\u0639\u062a\u064a\u0646.<\/p>\n<h3><strong>\u0623\u0647\u0645\u064a\u0629 \u0645\u0633\u0627\u0641\u0629 \u0647\u0627\u0633\u062f\u0648\u0631\u0641 \u0641\u064a \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a<\/strong><\/h3>\n<p>\u062a\u0639\u062a\u0628\u0631 &#8220;Hausdorff distance&#8221; \u0645\u0647\u0645\u0629 \u062c\u062f\u0627\u064b \u0641\u064a \u062a\u0637\u0648\u064a\u0631 \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a. \u0641\u0647\u064a \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0644\u062a\u0642\u064a\u064a\u0645 \u062f\u0642\u0629 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0623\u0634\u0643\u0627\u0644 \u0648\u0627\u0644\u0623\u0646\u0645\u0627\u0637. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0641\u064a \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0634\u0643\u0627\u0644\u060c \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0633\u0627\u0641\u0629 \u0647\u0627\u0633\u062f\u0648\u0631\u0641 \u0644\u0642\u064a\u0627\u0633 \u0645\u062f\u0649 \u0627\u0644\u062a\u0634\u0627\u0628\u0647 \u0628\u064a\u0646 \u0627\u0644\u0623\u0634\u0643\u0627\u0644 \u0627\u0644\u0645\u0643\u062a\u0634\u0641\u0629 \u0648\u0627\u0644\u0623\u0634\u0643\u0627\u0644 \u0627\u0644\u0645\u0631\u062c\u0639\u064a\u0629.<\/p>\n<h4><strong>\u062a\u062d\u0633\u064a\u0646 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631\u064a\u0629<\/strong><\/h4>\n<p>\u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631\u064a\u0629\u060c \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0645\u0633\u0627\u0641\u0629 \u0647\u0627\u0633\u062f\u0648\u0631\u0641 \u0644\u062a\u062d\u0633\u064a\u0646 \u062f\u0642\u0629 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0634\u0643\u0627\u0644. \u0645\u0646 \u062e\u0644\u0627\u0644 \u0642\u064a\u0627\u0633 \u0627\u0644\u0645\u0633\u0627\u0641\u0629 \u0628\u064a\u0646 \u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0645\u0645\u064a\u0632\u0629 \u0641\u064a \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629\u060c \u064a\u0645\u0643\u0646 \u062a\u062d\u0633\u064a\u0646 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0634\u0643\u0627\u0644 \u0648\u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0628\u062f\u0642\u0629 \u0623\u0639\u0644\u0649.<\/p>\n<h4><strong>\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u0633\u0627\u0641\u0629 \u0647\u0627\u0633\u062f\u0648\u0631\u0641 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong><\/h4>\n<p>\u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u062a\u064f\u0633\u062a\u062e\u062f\u0645 &#8220;Hausdorff distance&#8221; \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0623\u0646\u0645\u0627\u0637. \u0645\u0646 \u062e\u0644\u0627\u0644 \u0645\u0642\u0627\u0631\u0646\u0629 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629\u060c \u064a\u0645\u0643\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u062a\u0634\u0627\u0628\u0647\u0627\u062a \u0648\u0627\u0644\u0627\u062e\u062a\u0644\u0627\u0641\u0627\u062a \u0628\u064a\u0646 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u0627\u0639\u062f \u0641\u064a \u062a\u062d\u0633\u064a\u0646 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a.<\/p>\n<h3><strong>\u062a\u062d\u062f\u064a\u0627\u062a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0633\u0627\u0641\u0629 \u0647\u0627\u0633\u062f\u0648\u0631\u0641<\/strong><\/h3>\n<p>\u0631\u063a\u0645 \u0627\u0644\u0641\u0648\u0627\u0626\u062f \u0627\u0644\u0639\u062f\u064a\u062f\u0629 \u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 &#8220;Hausdorff distance&#8221;\u060c \u0647\u0646\u0627\u0643 \u0628\u0639\u0636 \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a \u0627\u0644\u062a\u064a \u0642\u062f \u062a\u0648\u0627\u062c\u0647 \u0627\u0644\u0628\u0627\u062d\u062b\u064a\u0646 \u0648\u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646. \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a:<\/p>\n<h4><strong>\u0627\u0644\u062d\u0633\u0627\u0628\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629<\/strong><\/h4>\n<p>\u062d\u0633\u0627\u0628 &#8220;Hausdorff distance&#8221; \u0642\u062f \u064a\u0643\u0648\u0646 \u0645\u0639\u0642\u062f\u0627\u064b \u0648\u064a\u062a\u0637\u0644\u0628 \u0645\u0648\u0627\u0631\u062f \u062d\u0627\u0633\u0648\u0628\u064a\u0629 \u0643\u0628\u064a\u0631\u0629\u060c \u062e\u0627\u0635\u0629 \u0639\u0646\u062f \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0643\u0628\u064a\u0631\u0629. \u0647\u0630\u0627 \u0642\u062f \u064a\u062a\u0633\u0628\u0628 \u0641\u064a \u0628\u0637\u0621 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637.<\/p>\n<h4><strong>\u0627\u0644\u062d\u0633\u0627\u0633\u064a\u0629 \u0644\u0644\u0636\u0648\u0636\u0627\u0621<\/strong><\/h4>\n<p>\u0645\u0633\u0627\u0641\u0629 \u0647\u0627\u0633\u062f\u0648\u0631\u0641 \u0642\u062f \u062a\u0643\u0648\u0646 \u062d\u0633\u0627\u0633\u0629 \u0644\u0644\u0636\u0648\u0636\u0627\u0621 \u0641\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0648\u062c\u0648\u062f \u0646\u0642\u0627\u0637 \u063a\u064a\u0631 \u062f\u0642\u064a\u0642\u0629 \u0623\u0648 \u0636\u0648\u0636\u0627\u0621 \u0641\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0642\u062f \u064a\u0624\u062b\u0631 \u0639\u0644\u0649 \u062f\u0642\u0629 \u0627\u0644\u0642\u064a\u0627\u0633. \u0644\u0630\u0627\u060c \u0645\u0646 \u0627\u0644\u0645\u0647\u0645 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u0646\u0642\u064a\u062a\u0647\u0627 \u0642\u0628\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0633\u0627\u0641\u0629 \u0647\u0627\u0633\u062f\u0648\u0631\u0641.<\/p>\n<h3><strong>\u0627\u0633\u062a\u0646\u062a\u0627\u062c<\/strong><\/h3>\n<p>\u0641\u064a \u0627\u0644\u062e\u062a\u0627\u0645\u060c \u062a\u0639\u062a\u0628\u0631 &#8220;Hausdorff distance&#8221; \u0623\u062f\u0627\u0629 \u0642\u0648\u064a\u0629 \u0644\u0642\u064a\u0627\u0633 \u0627\u0644\u062a\u0634\u0627\u0628\u0647 \u0648\u0627\u0644\u0627\u062e\u062a\u0644\u0627\u0641 \u0628\u064a\u0646 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0646\u0642\u0627\u0637 \u0641\u064a \u0627\u0644\u0641\u0636\u0627\u0621. \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0627\u0629 \u0641\u064a \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a \u0645\u062b\u0644 \u0631\u0624\u064a\u0629 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631\u060c \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637\u060c \u0648\u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a. \u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a \u0627\u0644\u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u0647\u0627\u060c \u0641\u0625\u0646 \u0641\u0647\u0645 \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0633\u0627\u0641\u0629 \u0647\u0627\u0633\u062f\u0648\u0631\u0641 \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0639\u0632\u0632 \u0645\u0646 \u062f\u0642\u0629 \u0648\u0641\u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0623\u0634\u0643\u0627\u0644 \u0648\u0627\u0644\u0623\u0646\u0645\u0627\u0637.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0645\u0627\u0630\u0627 \u064a\u0639\u0646\u064a Hausdorff distance \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0648\u0647\u064a\u0627\u0643\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u061f \u0639\u0646\u062f\u0645\u0627 \u0646\u062a\u062d\u062f\u062b \u0639\u0646 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0648\u0647\u064a\u0627\u0643\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0646\u062c\u062f \u0623\u0646 &#8220;Hausdorff distance&#8221; \u0623\u0648 &#8220;\u0645\u0633\u0627\u0641\u0629 \u0647\u0627\u0633\u062f\u0648\u0631\u0641&#8221; \u062a\u0639\u062f \u0648\u0627\u062d\u062f\u0629 \u0645\u0646 \u0627\u0644\u0645\u0641\u0627\u0647\u064a\u0645 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0633\u062a\u062e\u062f\u0645 \u0644\u0642\u064a\u0627\u0633 \u0627\u0644\u062a\u0634\u0627\u0628\u0647 \u0623\u0648 \u0627\u0644\u0627\u062e\u062a\u0644\u0627\u0641 \u0628\u064a\u0646 \u0645\u062c\u0645\u0648\u0639\u062a\u064a\u0646 \u0645\u0646 \u0627\u0644\u0646\u0642\u0627\u0637 \u0641\u064a \u0627\u0644\u0641\u0636\u0627\u0621. \u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0627 \u0627\u0644\u0645\u0641\u0647\u0648\u0645 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0641\u064a \u0645\u062c\u0627\u0644\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629 \u0645\u062b\u0644 \u0631\u0624\u064a\u0629 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631\u060c \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0623\u0634\u0643\u0627\u0644\u060c \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0623\u0646\u0645\u0627\u0637. \u0641\u064a [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[304],"tags":[],"class_list":["post-363536","post","type-post","status-publish","format-standard","hentry","category-fast-facts"],"acf":[],"_links":{"self":[{"href":"https:\/\/ypsilon.dev\/ar\/wp-json\/wp\/v2\/posts\/363536","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ypsilon.dev\/ar\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ypsilon.dev\/ar\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ypsilon.dev\/ar\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/ypsilon.dev\/ar\/wp-json\/wp\/v2\/comments?post=363536"}],"version-history":[{"count":0,"href":"https:\/\/ypsilon.dev\/ar\/wp-json\/wp\/v2\/posts\/363536\/revisions"}],"wp:attachment":[{"href":"https:\/\/ypsilon.dev\/ar\/wp-json\/wp\/v2\/media?parent=363536"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ypsilon.dev\/ar\/wp-json\/wp\/v2\/categories?post=363536"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ypsilon.dev\/ar\/wp-json\/wp\/v2\/tags?post=363536"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}