\u0645\u0646\u0627\u0642\u0634\u0629 \u0631\u0633\u0627\u0644\u0629 \u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0643\u0644\u064a\u0629 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0648\u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a – \u0642\u0633\u0645 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0628\u0639\u0646\u0648\u0627\u0646:<\/p>\n
\u062a\u0645\u064a\u064a\u0632 \u062a\u0639\u0627\u0628\u064a\u0631 \u0627\u0644\u0648\u062c\u0647 \u0627\u0644\u0645\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0645\u064a\u0632\u0627\u062a \u0647\u0648\u0643 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0635\u0646\u0641\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0627\u0644\u064a<\/strong><\/p>\n \u00a0(<\/strong>Hog Features Based Facial Expression Recognition Using Machine Learning Classifiers<\/strong>)<\/p>\n \u0646\u0648\u0642\u0634\u062a \u0641\u064a \u0642\u0627\u0639\u0629 \u0627\u0644\u0645\u0646\u0627\u0642\u0634\u0629 \u0628\u0643\u0644\u064a\u0629 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0648\u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a \u0641\u064a \u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0645\u0648\u0635\u0644 \u064a\u0648\u0645 \u0627\u0644\u0627\u062d\u062f \u0628\u062a\u0627\u0631\u064a\u062e\u00a0 7\/9\/2025 \u0628\u062d\u062b \u0631\u0633\u0627\u0644\u0629 \u0645\u0627\u062c\u0633\u062a\u064a\u0631\u00a0 \u0644\u0644\u0637\u0627\u0644\u0628 “\u0645\u062d\u0645\u062f \u062e\u0644\u0641 \u0641\u0627\u0636\u0644 \u0642\u0627\u0633\u0645” \u0648\u0628\u0627\u0634\u0631\u0627\u0641 \u0623.\u0645.\u062f \u0645\u062d\u0645\u062f \u062c\u0627\u062c\u0627\u0646 \u064a\u0648\u0646\u0633 .<\/p>\n \u062a\u0646\u0627\u0648\u0644\u062a \u0627\u0644\u0631\u0633\u0627\u0644\u0629 \u062a\u0637\u0648\u064a\u0631 \u0648\u062a\u062d\u0633\u0640\u0640\u064a\u0646 \u0646\u0638\u0627\u0645 \u0644\u062a\u0645\u064a\u064a\u0632 \u062a\u0639\u0628\u064a\u0631\u0627\u062a \u0627\u0644\u0648\u062c\u0647 \u0628\u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0639\u0644\u0649 \u0645\u0646\u0647\u062c\u064a\u0629 \u0647\u062c\u064a\u0646\u0629 \u0644\u0627\u0633\u0640\u0640\u0640\u0640\u0640\u062a\u062e\u0644\u0627\u0635 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0648\u062f\u0645\u062c\u0647\u0627 \u0645\u0639 \u0646\u0645\u0627\u0630\u062c \u062a\u0635\u0640\u0640\u0640\u0640\u0640\u0646\u064a\u0641 \u0645\u062a\u0646\u0648\u0639\u0629.<\/p>\n \u062d\u064a\u062b \u0631\u0643\u0632 \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0645\u0642\u062a\u0631\u062d \u0639\u0644\u0649 \u062f\u0639\u0645 \u062e\u0635\u0640\u0640\u0640\u0640\u0640\u0627\u0626\u0635 \u0645\u0633\u0640\u0640\u0640\u0640\u0640\u062a\u062e\u0631\u062c\u0629 \u0645\u0646 \u062a\u0642\u0646\u064a\u062a\u064a \u0645\u062e\u0637\u0637 \u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0627\u0644\u0645\u062a\u062f\u0631\u062c\u0629 (HOG) \u0648\u0645\u0631\u0634\u0640\u0640\u0640\u0640\u0640\u062d\u0627\u062a \u062c\u0627\u0628\u0648\u0631 (Gabor) \u0648\u0630\u0644\u0643 \u0644\u0644\u0627\u0633\u0640\u0640\u0640\u0640\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0642\u062f\u0631\u0629 \u0643\u0644 \u062a\u0642\u0646\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0642\u0627\u0637 \u062c\u0648\u0627\u0646\u0628 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0635\u0648\u0631\u0629\u060c \u0645\u0645\u0627 \u064a\u0648\u0641\u0631 \u062a\u0645\u062b\u064a\u0644\u0627 \u0623\u0643\u062b\u0631 \u0634\u0645\u0648\u0644\u064a\u0627\u064b \u0648\u062f\u0642\u0629 \u0644\u062a\u0645\u064a\u064a\u0632 \u062a\u0639\u0628\u064a\u0631\u0627\u062a \u0627\u0644\u0648\u062c\u0647 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629.<\/p>\n \u062a\u0623\u0644\u0641\u062a \u0644\u062c\u0646\u0629 \u0627\u0644\u0645\u0646\u0627\u0642\u0634\u0629<\/strong> \u0643\u0644 \u0645\u0646:<\/p>\n \u0623.\u0645.\u062f \u0645\u064a\u0627\u062f\u0629 \u0631\u0627\u0645\u0632 \u0645\u062d\u0645\u0648\u062f \u00a0\u0631\u0626\u064a\u0633\u0627\u064b<\/p>\n \u0623.\u0645.\u062f \u0645\u062d\u0645\u062f \u0627\u0632\u0647\u0631 \u0639\u0628\u062f\u0627\u0644\u0644\u0637\u064a\u0641 \u0639\u0636\u0648\u0627<\/p>\n \u0645.\u062f \u0639\u0645\u0631 \u0645\u0624\u064a\u062f \u0639\u0628\u062f\u0627\u0644\u0644\u0647 \u0639\u0636\u0648\u0627\u064b<\/p>\n \u0623.\u0645.\u062f \u0645\u062d\u0645\u062f \u062c\u0627\u062c\u0627\u0646 \u064a\u0648\u0646\u0633 \u0639\u0636\u0648\u0627\u064b \u0648\u0645\u0634\u0631\u0641\u0627\u064b.<\/p>\n\n\t\t