{"id":18667,"date":"2023-09-10T23:15:31","date_gmt":"2023-09-10T23:15:31","guid":{"rendered":"https:\/\/cmc.qu.edu.iq\/\/?p=18667"},"modified":"2023-09-10T23:15:32","modified_gmt":"2023-09-10T23:15:32","slug":"%d9%85%d9%86%d8%a7%d9%82%d8%b4%d8%a9-%d8%b1%d8%b3%d8%a7%d9%84%d8%a9-%d9%85%d8%a7%d8%ac%d8%b3%d8%aa%d9%8a%d8%b1-%d9%81%d9%8a-%d9%83%d9%84%d9%8a%d8%a9-%d8%b9%d9%84%d9%88%d9%85-%d8%a7%d9%84%d8%ad%d8%a7","status":"publish","type":"post","link":"https:\/\/cmc.qu.edu.iq\/?p=18667","title":{"rendered":"\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\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a\/\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0642\u0627\u062f\u0633\u064a\u0629 \u0628\u0639\u0646\u0648\u0627\u0646( \u0623\u0633\u0644\u0648\u0628 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\u0627\u0644\u0637\u0628\u064a\u0629 ) \u0628\u0623\u0634\u0631\u0627\u0641 \u0627\u0644\u0623\u0633\u062a\u0627\u0630 \u0627\u0644\u062f\u0643\u062a\u0648\u0631 \u0639\u0644\u064a \u0639\u0628\u064a\u062f \u0634\u0631\u0627\u062f .<br>\u062a\u0647\u062f\u0641 \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0625\u0644\u0649 \u062a\u0642\u0644\u064a\u0644 \u062a\u0643\u0631\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0635\u0648\u0631 \u062d\u062a\u0649 \u064a\u0645\u0643\u0646 \u062a\u062e\u0632\u064a\u0646\u0647\u0627 \u0623\u0648 \u0646\u0642\u0644\u0647\u0627 \u0628\u0643\u0641\u0627\u0621\u0629\u060c \u0641\u0647\u0646\u0627\u0643 \u0623\u0646\u0648\u0627\u0639 \u0645\u0646 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0636\u063a\u0637 \u0627\u0644\u0645\u062a\u0627\u062d\u0629 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0627\u0636\u0631\u060c \u0648\u0645\u0646 \u0627\u0644\u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u0633\u0644\u0628\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0637\u0631\u0642 \u0627\u0644\u062d\u0627\u0644\u064a\u0629 \u0644\u0636\u063a\u0637 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0637\u0628\u064a\u0629 \u0627\u0639\u062a\u0645\u0627\u062f\u0647\u0627 \u0639\u0644\u0649 \u0627\u0644\u062a\u0646\u0627\u0632\u0644 \u0639\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u0635\u0648\u0631\u0629 \u0644\u062a\u062d\u0642\u064a\u0642 \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u0637\u0644\u0648\u0628 \u0645\u0646 \u0627\u0644\u0636\u063a\u0637\u061b \u0644\u0630\u0627 \u0641\u0628\u0639\u062f \u0627\u0644\u0636\u063a\u0637 \u062a\u0643\u0648\u0646 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0637\u0628\u064a\u0629 \u063a\u064a\u0631 \u0645\u062c\u062f\u064a\u0629 \u0628\u0633\u0628\u0628 \u0639\u062f\u0645 \u0648\u0636\u0648\u062d\u0647\u0627\u061b \u0648\u0644\u0645\u0648\u0627\u062c\u0647\u0629 \u062a\u062d\u062f\u064a\u0627\u062a \u0627\u0644\u0636\u063a\u0637 \u0627\u0644\u062d\u0627\u0644\u064a\u0629 \u062a\u0642\u062a\u0631\u062d \u0647\u0630\u0647 \u0627\u0644\u0631\u0633\u0627\u0644\u0629 \u0645\u0648\u062c\u0629 \u0647\u062c\u064a\u0646\u0629 \u0641\u0631\u064a\u062f\u0629 \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0637\u0631\u064a\u0642\u0629 SPIHT \u0644\u0636\u063a\u0637 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0637\u0628\u064a\u0629\u061b \u0648\u062a\u0623\u062a\u064a \u0628\u0622\u0644\u064a\u0629 \u0628\u0633\u064a\u0637\u0629 \u0648\u0641\u0639\u0651\u0627\u0644\u0629 \u0644\u0636\u063a\u0637 \u0627\u0644\u0635\u0648\u0631 \u0628\u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u0627\u0644\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0645\u0648\u062c\u064a \u0627\u0644\u0645\u0646\u0641\u0635\u0644 (DWT) \u0645\u0639 \u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u062a\u0634\u0627\u0628\u0647 \u0647\u064a\u0643\u0644\u064a \u0639\u0627\u0644\u064d \u0628\u0645\u0627 \u064a\u0643\u0641\u064a (MSS) \u0648\u0630\u0631\u0648\u0629 \u0646\u0633\u0628\u0629 \u0627\u0644\u0625\u0634\u0627\u0631\u0629 \u0625\u0644\u0649 \u0627\u0644\u0636\u0648\u0636\u0627\u0621 (PSNR).<br>\u062a\u0645\u0631\u0651 \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0645\u0642\u062a\u0631\u062d\u0629 \u0628\u062b\u0644\u0627\u062b \u0645\u0631\u0627\u062d\u0644: \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0633\u0628\u0642\u0629\u060c \u0648\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0645\u0648\u062c\u0627\u062a\u060c \u0648\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 SPIHT\u061b \u064a\u062a\u0645 \u062a\u062d\u0644\u064a\u0644 \u0645\u0631\u0634\u062d\u0627\u062a Median \u0648Gaussian\u060c \u0627\u0644\u062a\u064a \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u062e\u0637\u0648\u0629 \u0645\u0627 \u0642\u0628\u0644 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0644\u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0628\u0642\u0639 \u0648\u0627\u0644\u0636\u0648\u0636\u0627\u0621 \u0641\u064a \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0637\u0628\u064a\u0629 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631\u060c \u0648\u0641\u064a \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629 \u064a\u062a\u0645 \u0627\u0644\u0628\u062d\u062b \u0641\u064a \u062a\u0623\u062b\u064a\u0631 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u0645\u0633\u062a\u0648\u064a\u0627\u062a DWT \u0645\u062a\u0639\u062f\u062f\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u062e\u062a\u0628\u0627\u0631 \u0645\u0633\u062a\u0648\u064a\u064a\u0646 \u0648\u062b\u0644\u0627\u062b\u0629 \u0645\u0633\u062a\u0648\u064a\u0627\u062a DWT\u060c \u0623\u0645\u0627 \u0641\u064a \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u062b\u0627\u0644\u062b\u0629 \u0648\u0627\u0644\u0623\u062e\u064a\u0631\u0629\u060c \u064a\u062a\u0645 \u062a\u0637\u0628\u064a\u0642 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 SPIHT \u0639\u0644\u0649 \u062c\u0645\u064a\u0639 \u0645\u0639\u0627\u0645\u0644\u0627\u062a \u0627\u0644\u0646\u0637\u0627\u0642 \u0627\u0644\u0641\u0631\u0639\u064a DWT\u060c \u0643\u0645\u0627 \u064a\u0633\u062a\u0639\u0645\u0644 \u062a\u0631\u0645\u064a\u0632 \u0647\u0648\u0641\u0645\u0627\u0646 \u0644\u0625\u0646\u0634\u0627\u0621 \u0643\u0648\u062f \u0627\u0644\u0625\u062e\u0631\u0627\u062c\u060c \u0648\u064a\u062a\u0645 \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u062a\u062c\u0631\u064a\u0628\u064a \u0639\u0644\u0649 \u0645\u0646\u0635\u0629 MATLAB \u0645\u0639 \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u062a\u062a\u0643\u0648\u0646 \u0645\u0646 \u0635\u0648\u0631 \u0637\u0628\u064a\u0629.<br>\u0623\u0638\u0647\u0631\u062a \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0623\u0646 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0647\u062c\u064a\u0646 \u0627\u0644\u0645\u0642\u062a\u0631\u062d DWT \u0648\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 SPIHT \u0647\u0648 \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0645\u0641\u0636\u0644 \u0644\u0636\u063a\u0637 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0637\u0628\u064a\u0629\u061b \u0644\u0630\u0644\u0643 \u0641\u0625\u0646 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u062a\u0641\u0648\u0642 \u062a\u0644\u0643 \u0627\u0644\u0645\u0648\u062c\u0648\u062f\u0629 \u0641\u064a \u062c\u0645\u064a\u0639 \u0627\u0644\u0645\u0646\u0634\u0648\u0631\u0627\u062a \u0627\u0644\u0633\u0627\u0628\u0642\u0629 \u062a\u0642\u0631\u064a\u0628\u064b\u0627\u060c \u0648\u0623\u0638\u0647\u0631\u062a \u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0645\u0639 \u0627\u0644\u062c\u0647\u0648\u062f \u0627\u0644\u0633\u0627\u0628\u0642\u0629 \u0623\u0646 \u0647\u0630\u0627 \u0623\u0641\u0636\u0644 \u0628\u0643\u062b\u064a\u0631\u060c \u0645\u0639 CR (17.9492)\u060c PSNR (43.4377) \u0648MSE (2.9465).<\/p>\n\n\n\n<p>\u0642\u0628\u0644\u062a \u0627\u0644\u0631\u0633\u0627\u0644\u0629 \u0628\u062a\u0642\u062f\u064a\u0631 \u0625\u0645\u062a\u064a\u0627\u0632\u060c \u0643\u0644 \u0627\u0644\u062a\u0648\u0641\u064a\u0642 \u0644\u0644\u0637\u0627\u0644\u0628 \u0648\u0644\u0645\u0634\u0631\u0641\u0647.<\/p>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/cmc.qu.edu.iq\/\/wp-content\/uploads\/2023\/09\/photo_2023-09-10_21-45-23.jpg\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" data-id=\"18668\" src=\"https:\/\/cmc.qu.edu.iq\/\/wp-content\/uploads\/2023\/09\/photo_2023-09-10_21-45-23-1024x576.jpg\" alt=\"\" class=\"wp-image-18668\" srcset=\"https:\/\/cmc.qu.edu.iq\/wp-content\/uploads\/2023\/09\/photo_2023-09-10_21-45-23-1024x576.jpg 1024w, https:\/\/cmc.qu.edu.iq\/wp-content\/uploads\/2023\/09\/photo_2023-09-10_21-45-23-300x169.jpg 300w, https:\/\/cmc.qu.edu.iq\/wp-content\/uploads\/2023\/09\/photo_2023-09-10_21-45-23-768x432.jpg 768w, https:\/\/cmc.qu.edu.iq\/wp-content\/uploads\/2023\/09\/photo_2023-09-10_21-45-23-947x533.jpg 947w, https:\/\/cmc.qu.edu.iq\/wp-content\/uploads\/2023\/09\/photo_2023-09-10_21-45-23-624x351.jpg 624w, https:\/\/cmc.qu.edu.iq\/wp-content\/uploads\/2023\/09\/photo_2023-09-10_21-45-23.jpg 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/cmc.qu.edu.iq\/\/wp-content\/uploads\/2023\/09\/photo_2023-09-10_21-45-24-2.jpg\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" data-id=\"18671\" src=\"https:\/\/cmc.qu.edu.iq\/\/wp-content\/uploads\/2023\/09\/photo_2023-09-10_21-45-24-2-1024x576.jpg\" alt=\"\" class=\"wp-image-18671\" srcset=\"https:\/\/cmc.qu.edu.iq\/wp-content\/uploads\/2023\/09\/photo_2023-09-10_21-45-24-2-1024x576.jpg 1024w, https:\/\/cmc.qu.edu.iq\/wp-content\/uploads\/2023\/09\/photo_2023-09-10_21-45-24-2-300x169.jpg 300w, https:\/\/cmc.qu.edu.iq\/wp-content\/uploads\/2023\/09\/photo_2023-09-10_21-45-24-2-768x432.jpg 768w, https:\/\/cmc.qu.edu.iq\/wp-content\/uploads\/2023\/09\/photo_2023-09-10_21-45-24-2-947x533.jpg 947w, https:\/\/cmc.qu.edu.iq\/wp-content\/uploads\/2023\/09\/photo_2023-09-10_21-45-24-2-624x351.jpg 624w, https:\/\/cmc.qu.edu.iq\/wp-content\/uploads\/2023\/09\/photo_2023-09-10_21-45-24-2.jpg 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/cmc.qu.edu.iq\/\/wp-content\/uploads\/2023\/09\/photo_2023-09-10_21-45-24-3.jpg\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" data-id=\"18670\" src=\"https:\/\/cmc.qu.edu.iq\/\/wp-content\/uploads\/2023\/09\/photo_2023-09-10_21-45-24-3-1024x576.jpg\" alt=\"\" class=\"wp-image-18670\" srcset=\"https:\/\/cmc.qu.edu.iq\/wp-content\/uploads\/2023\/09\/photo_2023-09-10_21-45-24-3-1024x576.jpg 1024w, https:\/\/cmc.qu.edu.iq\/wp-content\/uploads\/2023\/09\/photo_2023-09-10_21-45-24-3-300x169.jpg 300w, https:\/\/cmc.qu.edu.iq\/wp-content\/uploads\/2023\/09\/photo_2023-09-10_21-45-24-3-768x432.jpg 768w, https:\/\/cmc.qu.edu.iq\/wp-content\/uploads\/2023\/09\/photo_2023-09-10_21-45-24-3-947x533.jpg 947w, https:\/\/cmc.qu.edu.iq\/wp-content\/uploads\/2023\/09\/photo_2023-09-10_21-45-24-3-624x351.jpg 624w, https:\/\/cmc.qu.edu.iq\/wp-content\/uploads\/2023\/09\/photo_2023-09-10_21-45-24-3.jpg 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/cmc.qu.edu.iq\/\/wp-content\/uploads\/2023\/09\/photo_2023-09-10_21-45-24.jpg\"><img loading=\"lazy\" decoding=\"async\" width=\"801\" height=\"1024\" data-id=\"18669\" src=\"https:\/\/cmc.qu.edu.iq\/\/wp-content\/uploads\/2023\/09\/photo_2023-09-10_21-45-24-801x1024.jpg\" alt=\"\" class=\"wp-image-18669\" srcset=\"https:\/\/cmc.qu.edu.iq\/wp-content\/uploads\/2023\/09\/photo_2023-09-10_21-45-24-801x1024.jpg 801w, https:\/\/cmc.qu.edu.iq\/wp-content\/uploads\/2023\/09\/photo_2023-09-10_21-45-24-235x300.jpg 235w, https:\/\/cmc.qu.edu.iq\/wp-content\/uploads\/2023\/09\/photo_2023-09-10_21-45-24-768x982.jpg 768w, https:\/\/cmc.qu.edu.iq\/wp-content\/uploads\/2023\/09\/photo_2023-09-10_21-45-24-947x1211.jpg 947w, https:\/\/cmc.qu.edu.iq\/wp-content\/uploads\/2023\/09\/photo_2023-09-10_21-45-24-624x798.jpg 624w, https:\/\/cmc.qu.edu.iq\/wp-content\/uploads\/2023\/09\/photo_2023-09-10_21-45-24.jpg 1001w\" sizes=\"(max-width: 801px) 100vw, 801px\" 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\u0627\u0644\u062f\u0631\u0627\u0633\u0629 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