{"id":23506,"date":"2024-07-11T13:58:14","date_gmt":"2024-07-11T06:58:14","guid":{"rendered":"https:\/\/digi-texx.com\/thach-thuc-trong-so-hoa-tai-lieu-lich-su-viet-tay-da-ngon-ngu\/"},"modified":"2025-06-05T13:27:39","modified_gmt":"2025-06-05T06:27:39","slug":"thach-thuc-trong-so-hoa-tai-lieu-lich-su-viet-tay-da-ngon-ngu","status":"publish","type":"post","link":"https:\/\/digi-texx.com\/vi\/techblog-vi\/thach-thuc-trong-so-hoa-tai-lieu-lich-su-viet-tay-da-ngon-ngu\/","title":{"rendered":"Th\u00e1ch Th\u1ee9c Trong S\u1ed1 H\u00f3a T\u00e0i Li\u1ec7u L\u1ecbch S\u1eed Vi\u1ebft Tay \u0110a Ng\u00f4n Ng\u1eef"},"content":{"rendered":"\n<p><em>C\u00e1c t\u00e0i li\u1ec7u vi\u1ebft tay c\u00f3 vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c m\u00f4 t\u1ea3 gi\u00e1 tr\u1ecb v\u0103n h\u00f3a v\u00e0 l\u1ecbch s\u1eed c\u1ee7a m\u1ed9t n\u1ec1n v\u0103n minh. \u0110\u1ec3 b\u1ea3o t\u1ed3n kho t\u00e0ng th\u00f4ng tin n\u00e0y, vi\u1ec7c s\u1ed1 h\u00f3a c\u00e1c t\u00e0i li\u1ec7u l\u1ecbch s\u1eed vi\u1ebft tay b\u1eb1ng c\u00e1c ch\u1eef vi\u1ebft \u0111a ng\u00f4n ng\u1eef th\u00e0nh t\u00e0i s\u1ea3n k\u1ef9 thu\u1eadt s\u1ed1 l\u00e0 \u0111i\u1ec1u b\u1eaft bu\u1ed9c.<\/em><\/p>\n\n<p>C\u00f3 th\u1ec3 th\u1ea5y r\u1eb1ng s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a c\u00f4ng ngh\u1ec7 hi\u1ec7n \u0111\u1ea1i \u0111\u00e3 \u1ea3nh h\u01b0\u1edfng \u0111\u00e1ng k\u1ec3 \u0111\u1ebfn vi\u1ec7c t\u1ea1o \u0111i\u1ec1u ki\u1ec7n cho kh\u1ea3 n\u0103ng ti\u1ebfp c\u1eadn c\u00e1c t\u00e0i li\u1ec7u c\u0169. Tuy nhi\u00ean, s\u1ef1 \u0111a d\u1ea1ng v\u00e0 ph\u1ee9c t\u1ea1p c\u1ee7a c\u00e1c h\u1ed3 s\u01a1 c\u0169 b\u1eb1ng c\u00e1c ng\u00f4n ng\u1eef kh\u00e1c nhau nh\u01b0 ti\u1ebfng \u0110\u1ee9c c\u1ed5, Fraktur, Sanskrit, Hebrew v\u00e0 ti\u1ebfng Hy L\u1ea1p c\u1ed5 v\u1eabn g\u00e2y kh\u00f3 kh\u0103n trong vi\u1ec7c s\u1ed1 h\u00f3a t\u1ef1 \u0111\u1ed9ng ch\u00fang. <\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/07\/00.-Build-AI-01_Thumbnail-1024x576.jpg\" alt=\"\" class=\"wp-image-22872\" title=\"\" srcset=\"https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/07\/00.-Build-AI-01_Thumbnail-1024x576.jpg 1024w, https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/07\/00.-Build-AI-01_Thumbnail-300x169.jpg 300w, https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/07\/00.-Build-AI-01_Thumbnail-768x432.jpg 768w, https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/07\/00.-Build-AI-01_Thumbnail-1536x864.jpg 1536w, https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/07\/00.-Build-AI-01_Thumbnail.jpg 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Tim_Hieu_Qua_Trinh_So_Hoa_Tai_Lieu_Lich_Su_Viet_Tay_Da_Ngon_Ngu\"><\/span>T\u00ecm Hi\u1ec3u Qu\u00e1 Tr\u00ecnh S\u1ed1 H\u00f3a T\u00e0i Li\u1ec7u L\u1ecbch S\u1eed Vi\u1ebft Tay \u0110a Ng\u00f4n Ng\u1eef<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n<p>\u0110\u1ec3 tr\u00edch xu\u1ea5t m\u1ed9t ngu\u1ed3n th\u00f4ng tin d\u1ed3i d\u00e0o \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef trong c\u00e1c t\u00e0i li\u1ec7u c\u0169, b\u01b0\u1edbc quan tr\u1ecdng l\u00e0 chuy\u1ec3n \u0111\u1ed5i v\u0103n b\u1ea3n vi\u1ebft tay th\u00e0nh \u0111\u1ecbnh d\u1ea1ng c\u00f3 th\u1ec3 \u0111\u1ecdc \u0111\u01b0\u1ee3c b\u1eb1ng m\u00e1y. Qu\u00e1 tr\u00ecnh truy\u1ec1n th\u1ed1ng c\u1ee7a vi\u1ec7c s\u1ed1 h\u00f3a v\u0103n b\u1ea3n vi\u1ebft tay bao g\u1ed3m c\u00e1c ph\u01b0\u01a1ng ph\u00e1p x\u1eed l\u00fd h\u00ecnh \u1ea3nh c\u1ed5 \u0111i\u1ec3n v\u00e0 c\u00f4ng vi\u1ec7c nh\u1eadp d\u1eef li\u1ec7u th\u1ee7 c\u00f4ng.  <\/p>\n\n<p>Khi nh\u1eadn d\u1ea1ng v\u0103n b\u1ea3n vi\u1ebft tay tr\u1edf th\u00e0nh<a href=\"https:\/\/digi-texx.com\/vi\/cong-nghe\/tam-quan-trong-cua-viec-bao-ton-kho-luu-tru-lich-su-cho-the-he-mai-sau\/\"><strong>m\u1ed9t trong nh\u1eefng l\u0129nh v\u1ef1c quan tr\u1ecdng nh\u1ea5t c\u1ee7a nh\u1eadn d\u1ea1ng m\u1eabu trong nh\u1eefng n\u0103m g\u1ea7n \u0111\u00e2y<\/strong><\/a>, nhi\u1ec1u nh\u00e0 nghi\u00ean c\u1ee9u \u0111\u00e3 \u0111\u1ec1 xu\u1ea5t c\u00e1c k\u1ef9 thu\u1eadt \u0111\u1ec3 t\u1ea1o \u0111i\u1ec1u ki\u1ec7n cho kh\u1ea3 n\u0103ng phi\u00ean \u00e2m c\u00e1c kho l\u01b0u tr\u1eef l\u1ecbch s\u1eed.<\/p>\n\n<p>Nh\u1eadn d\u1ea1ng k\u00fd t\u1ef1 quang h\u1ecdc (OCR) &#8211; c\u00f4ng ngh\u1ec7 ch\u00ednh \u0111\u1ec3 ch\u1ee5p v\u00e0 tr\u00edch xu\u1ea5t c\u00e1c b\u1ea3n vi\u1ebft tay. C\u00f4ng ngh\u1ec7 n\u00e0y th\u01b0\u1eddng \u0111\u01b0\u1ee3c tri\u1ec3n khai theo hai b\u01b0\u1edbc ch\u00ednh:  <\/p>\n\n<ul class=\"wp-block-list\">\n<li>\u0110\u1ea7u ti\u00ean, t\u1ea5t c\u1ea3 v\u0103n b\u1ea3n trong h\u00ecnh \u1ea3nh s\u1ebd \u0111\u01b0\u1ee3c t\u00ecm ki\u1ebfm, gi\u1ed1ng nh\u01b0 c\u1eaft nh\u1ecf t\u1eebng m\u1ea3nh gh\u00e9p ra<\/li>\n\n\n\n<li>Sau \u0111\u00f3, khi t\u00ecm ra c\u00e1c n\u1ed9i dung c\u1ee7a t\u1eebng m\u1ea3nh v\u00e0 gh\u00e9p t\u1ea5t c\u1ea3 l\u1ea1i th\u00e0nh \u0111\u1ecbnh d\u1ea1ng c\u00f3 th\u1ec3 \u0111\u1ecdc \u0111\u01b0\u1ee3c b\u1eb1ng m\u00e1y.<\/li>\n<\/ul>\n\n<p>V\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a thu\u1eadt to\u00e1n h\u1ecdc m\u00e1y v\u00e0 c\u00f4ng ngh\u1ec7 OCR, c\u00e1c h\u1ec7 th\u1ed1ng Nh\u1eadn d\u1ea1ng K\u00fd t\u1ef1 Vi\u1ebft tay (HCR) nh\u01b0 <a href=\"https:\/\/digi-texx.com\/vi\/digi-xtract\/\"><strong>DIGI-XTRACT<\/strong><\/a> c\u00f3 th\u1ec3 ph\u00e2n t\u00edch b\u1ed1 c\u1ee5c t\u00e0i li\u1ec7u v\u00e0 nh\u1eadn d\u1ea1ng ch\u1eef c\u00e1i, d\u00f2ng v\u0103n b\u1ea3n, \u0111o\u1ea1n v\u0103n v\u00e0 to\u00e0n b\u1ed9 t\u00e0i li\u1ec7u.<\/p>\n\n<figure class=\"wp-block-video aligncenter\"><video autoplay=\"\" controls=\"\" loop=\"\" muted=\"\" src=\"https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/07\/Digitizing-Historical-Documents.mp4\"><\/video><\/figure>\n\n<p class=\"has-text-align-center\"><em>Chuy\u1ec3n \u0111\u1ed5i v\u0103n b\u1ea3n vi\u1ebft tay th\u00e0nh t\u00e0i s\u1ea3n k\u1ef9 thu\u1eadt s\u1ed1<br\/><\/em><\/p>\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Kham_Pha_Nhung_Thach_Thuc_Trong_Viec_So_Hoa_Tai_Lieu_Lich_Su_Viet_Tay_Da_Ngon_Ngu\"><\/span>Kh\u00e1m Ph\u00e1 Nh\u1eefng Th\u00e1ch Th\u1ee9c Trong Vi\u1ec7c S\u1ed1 H\u00f3a T\u00e0i Li\u1ec7u L\u1ecbch S\u1eed Vi\u1ebft Tay \u0110a Ng\u00f4n Ng\u1eef<br\/><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n<p>Tuy nhi\u00ean, do nh\u1eefng \u0111\u1eb7c \u0111i\u1ec3m \u0111\u1ed9c \u0111\u00e1o c\u1ee7a c\u00e1c t\u00e0i li\u1ec7u, ch\u1eb3ng h\u1ea1n nh\u01b0 s\u1ef1 kh\u00e1c bi\u1ec7t v\u1ec1 phong c\u00e1ch vi\u1ebft, c\u00e1c k\u00fd t\u1ef1 v\u00e0 t\u1eeb ch\u1ed3ng ch\u00e9o v\u00e0 ch\u00fa th\u00edch, vi\u1ec7c s\u1ed1 h\u00f3a nh\u1eefng t\u00e0i li\u1ec7u l\u1ecbch s\u1eed vi\u1ebft tay n\u00e0y v\u1eabn l\u00e0 m\u1ed9t nhi\u1ec7m v\u1ee5 \u0111\u1ea7y th\u00e1ch th\u1ee9c \u0111\u1ed1i v\u1edbi c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u.<\/p>\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Cac_Bien_The_Trong_Chu_Viet\"><\/span><strong>C\u00e1c Bi\u1ebfn Th\u1ec3 Trong Ch\u1eef Vi\u1ebft <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n<p>M\u1ed7i ng\u00f4n ng\u1eef c\u00f3 s\u1ef1 kh\u00e1c nhau v\u1ec1 h\u00ecnh d\u1ea1ng c\u00e1c ch\u1eef c\u00e1i v\u00e0 c\u00e1ch k\u1ebft n\u1ed1i c\u00e1c t\u1eeb c\u1ee7a n\u00f3. Vi\u1ec7c nh\u1eadn d\u1ea1ng v\u0103n b\u1ea3n vi\u1ebft tay c\u00f3 th\u1ec3 kh\u00f3 kh\u0103n do nhi\u1ec1u tr\u1edf ng\u1ea1i. Tr\u00ean th\u1ef1c t\u1ebf, c\u00e1c phong c\u00e1ch vi\u1ebft kh\u00e1c nhau l\u00e0 m\u1ed9t trong nh\u1eefng y\u1ebfu t\u1ed1 kh\u00f3 kh\u0103n nh\u1ea5t c\u1ea3n tr\u1edf qu\u00e1 tr\u00ecnh s\u1ed1 h\u00f3a c\u00e1c t\u00e0i li\u1ec7u qu\u00fd gi\u00e1 n\u00e0y.   <\/p>\n\n<p>Ngo\u00e0i ra, nh\u1eefng bi\u1ebfn \u0111\u1ed5i v\u1ec1 h\u00ecnh d\u1ea1ng v\u00e0 phong c\u00e1ch ch\u1eef c\u00f3 th\u1ec3 l\u00e0m nh\u1ea7m l\u1eabn ngay c\u1ea3 nh\u1eefng c\u00f4ng c\u1ee5 OCR ti\u00ean ti\u1ebfn nh\u1ea5t \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o tr\u00ean c\u00e1c ph\u00f4ng ch\u1eef hi\u1ec7n \u0111\u1ea1i, ti\u00eau chu\u1ea9n h\u00f3a.<\/p>\n\n<p>H\u00e3y t\u01b0\u1edfng t\u01b0\u1ee3ng b\u1ea1n c\u1ed1 g\u1eafng \u0111\u1ecdc m\u1ed9t t\u00e0i li\u1ec7u \u0111\u01b0\u1ee3c vi\u1ebft b\u1eb1ng m\u1ed9t ph\u00f4ng ch\u1eef li\u00ean t\u1ee5c thay \u0111\u1ed5i gi\u1eefa Comic Sans v\u00e0 Times New Roman &#8211; \u0111\u00f3 l\u00e0 th\u00e1ch th\u1ee9c c\u1ee7a c\u00e1c bi\u1ebfn th\u1ec3 ch\u1eef vi\u1ebft. Theo th\u1eddi gian, c\u00e1c phong c\u00e1ch vi\u1ebft ph\u00e1t tri\u1ec3n.  <\/p>\n\n<p>D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 v\u00ed d\u1ee5 ph\u1ed5 bi\u1ebfn v\u1ec1 s\u1ef1 ph\u1ee9c t\u1ea1p trong phong c\u00e1ch vi\u1ebft tay:<\/p>\n\n<ul class=\"wp-block-list\">\n<li><strong>Blackletter and Italic<\/strong>: C\u00e1c t\u00e0i li\u1ec7u Trung c\u1ed5 Ch\u00e2u \u00c2u th\u01b0\u1eddng s\u1eed d\u1ee5ng Blackletter, m\u1ed9t ch\u1eef vi\u1ebft gai g\u00f3c v\u1edbi nh\u1eefng n\u00e9t hoa m\u1ef9 ph\u1ee9c t\u1ea1p. OCR hi\u1ec7n \u0111\u1ea1i g\u1eb7p kh\u00f3 kh\u0103n v\u1edbi nh\u1eefng n\u00e9t hoa m\u1ef9 n\u00e0y, th\u01b0\u1eddng nh\u1ea7m l\u1eabn ch\u00fang v\u1edbi c\u00e1c ph\u1ea7n c\u1ee7a ch\u1eef c\u00e1i. Ch\u1eef vi\u1ebft nghi\u00eang, m\u1ed9t th\u1ec3 lo\u1ea1i ch\u1eef y\u00eau th\u00edch kh\u00e1c c\u1ee7a l\u1ecbch s\u1eed, c\u0169ng c\u00f3 th\u1ec3 b\u1ecb hi\u1ec3u sai do t\u00ednh ch\u1ea5t nghi\u00eang c\u1ee7a n\u00f3.  <\/li>\n\n\n\n<li><strong>Fraktur<\/strong> l\u00e0 m\u1ed9t lo\u1ea1i Blackletter c\u1ee5 th\u1ec3 \u0111\u00e3 tr\u1edf n\u00ean r\u1ea5t ph\u1ed5 bi\u1ebfn \u1edf \u0110\u1ee9c. Phong c\u00e1ch vi\u1ebft n\u00e0y \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 vi\u1ebft ti\u1ebfng \u0110\u1ee9c t\u1eeb cu\u1ed1i th\u1eddi Trung c\u1ed5 (kho\u1ea3ng th\u1ebf k\u1ef7 15) cho \u0111\u1ebfn gi\u1eefa th\u1ebf k\u1ef7 20 (1941)<sup>[<\/sup><a href=\"https:\/\/www.tug.org\/TUGboat\/tb12-1\/tb31hara.pdf\" target=\"_blank\" rel=\"noopener\"><sup>1<\/sup><\/a><sup>]<\/sup>. Phong c\u00e1ch vi\u1ebft n\u00e0y g\u00e2y nh\u1ea7m l\u1eabn \u0111\u1ec3 ph\u00e2n bi\u1ec7t v\u1edbi phong c\u00e1ch vi\u1ebft ti\u1ebfng \u0110\u1ee9c hi\u1ec7n \u0111\u1ea1i.  <\/li>\n<\/ul>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/07\/02D.-Understanding-The-Process-of-Digitizing-Handwritten-Historical-Documents-1-1024x576.jpg\" alt=\"S&#x1ED1; H&#xF3;a T&#xE0;i Li&#x1EC7;u L&#x1ECB;ch S&#x1EED; Vi&#x1EBF;t Tay &#x110;a Ng&#xF4;n Ng&#x1EEF;\" class=\"wp-image-22906\" title=\"\" srcset=\"https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/07\/02D.-Understanding-The-Process-of-Digitizing-Handwritten-Historical-Documents-1-1024x576.jpg 1024w, https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/07\/02D.-Understanding-The-Process-of-Digitizing-Handwritten-Historical-Documents-1-300x169.jpg 300w, https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/07\/02D.-Understanding-The-Process-of-Digitizing-Handwritten-Historical-Documents-1-768x432.jpg 768w, https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/07\/02D.-Understanding-The-Process-of-Digitizing-Handwritten-Historical-Documents-1-1536x864.jpg 1536w, https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/07\/02D.-Understanding-The-Process-of-Digitizing-Handwritten-Historical-Documents-1.jpg 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>Nh\u1eefng bi\u1ebfn th\u1ec3 v\u1ec1 h\u00ecnh d\u1ea1ng v\u00e0 phong c\u00e1ch ch\u1eef c\u00f3 th\u1ec3 l\u00e0m nh\u1ea7m l\u1eabn ngay c\u1ea3 nh\u1eefng c\u00f4ng c\u1ee5 OCR ti\u00ean ti\u1ebfn nh\u1ea5t<\/em><\/figcaption><\/figure><\/div>\n<p>C\u00e1c c\u00f4ng c\u1ee5 OCR ti\u00ean ti\u1ebfn c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o tr\u00ean c\u00e1c bi\u1ebfn th\u1ec3 ch\u1eef vi\u1ebft l\u1ecbch s\u1eed c\u1ee5 th\u1ec3. Tuy nhi\u00ean, ch\u00fang y\u00eau c\u1ea7u c\u00e1c t\u1eadp d\u1eef li\u1ec7u l\u1edbn c\u1ee7a c\u00e1c t\u00e0i li\u1ec7u l\u1ecbch s\u1eed \u0111\u01b0\u1ee3c d\u00e1n nh\u00e3n, th\u01b0\u1eddng khan hi\u1ebfm \u0111\u1ed1i v\u1edbi c\u00e1c ch\u1eef vi\u1ebft \u00edt ph\u1ed5 bi\u1ebfn h\u01a1n. <\/p>\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Nhan_Dang_Da_Ngon_Ngu\"><\/span><strong>Nh\u1eadn D\u1ea1ng \u0110a Ng\u00f4n Ng\u1eef<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n<p>\u0110\u1ed1i v\u1edbi OCR, \u0111\u1ecdc m\u1ed9t t\u00e0i li\u1ec7u ch\u1ee9a nhi\u1ec1u ng\u00f4n ng\u1eef gi\u1ed1ng nh\u01b0 ch\u01a1i m\u1ed9t tr\u00f2 ch\u01a1i x\u1ebfp h\u00ecnh v\u1edbi nh\u1eefng m\u1ea3nh gh\u00e9p b\u1ecb thi\u1ebfu.<\/p>\n\n<p>Hai v\u00ed d\u1ee5 sau \u0111\u00e2y l\u00e0 hai l\u00fd do ch\u00ednh cho th\u1ea5y s\u1ef1 kh\u00f3 kh\u0103n trong vi\u1ec7c nh\u1eadn d\u1ea1ng t\u00e0i li\u1ec7u \u0111a ng\u00f4n ng\u1eef:<\/p>\n\n<ul class=\"wp-block-list\">\n<li><strong>Ph\u00e2n Bi\u1ec7t Ch\u1eef Vi\u1ebft<\/strong>: L\u1ea5y Vi\u00ean \u0111\u00e1 Rosetta l\u00e0m v\u00ed d\u1ee5. Vi\u00ean \u0111\u00e1 n\u1ed5i ti\u1ebfng n\u00e0y, c\u00f3 ni\u00ean \u0111\u1ea1i t\u1eeb n\u0103m 196 tr\u01b0\u1edbc C\u00f4ng nguy\u00ean, \u0111\u01b0\u1ee3c kh\u1eafc v\u1edbi m\u1ed9t s\u1eafc l\u1ec7nh b\u1eb1ng ba ch\u1eef vi\u1ebft kh\u00e1c nhau: ch\u1eef t\u01b0\u1ee3ng h\u00ecnh Ai C\u1eadp c\u1ed5 \u0111\u1ea1i, ch\u1eef vi\u1ebft d\u00e2n gian (\u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng cho vi\u1ec7c vi\u1ebft h\u00e0ng ng\u00e0y \u1edf Ai C\u1eadp c\u1ed5 \u0111\u1ea1i) v\u00e0 ti\u1ebfng Hy L\u1ea1p c\u1ed5 \u0111\u1ea1i.  <\/li>\n\n\n\n<li><strong>Ng\u00f4n Ng\u1eef H\u1ed7n H\u1ee3p<\/strong>: C\u00e1c t\u00e0i li\u1ec7u c\u00f3 t\u1eeb c\u1ee7a c\u00e1c ng\u00f4n ng\u1eef kh\u00e1c nhau trong m\u1ed9t c\u00e2u t\u1ea1o ra m\u1ed9t th\u00e1ch th\u1ee9c th\u1ef1c s\u1ef1. OCR c\u00f3 th\u1ec3 g\u1eb7p kh\u00f3 kh\u0103n trong vi\u1ec7c ph\u00e2n \u0111o\u1ea1n v\u0103n b\u1ea3n ch\u00ednh x\u00e1c, d\u1eabn \u0111\u1ebfn c\u00e1c k\u1ebft h\u1ee3p v\u00f4 ngh\u0129a. <\/li>\n<\/ul>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/07\/04.-Rosetta-Stone-1024x576.jpg\" alt=\"\" class=\"wp-image-22868\" title=\"\" srcset=\"https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/07\/04.-Rosetta-Stone-1024x576.jpg 1024w, https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/07\/04.-Rosetta-Stone-300x169.jpg 300w, https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/07\/04.-Rosetta-Stone-768x432.jpg 768w, https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/07\/04.-Rosetta-Stone-1536x864.jpg 1536w, https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/07\/04.-Rosetta-Stone.jpg 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em><em>S\u1ef1 hi\u1ec7n di\u1ec7n c\u1ee7a c\u00f9ng m\u1ed9t v\u0103n b\u1ea3n b\u1eb1ng ba ng\u00f4n ng\u1eef tr\u00ean Vi\u00ean \u0111\u00e1 Rosetta \u0111\u00e3 th\u00e1ch th\u1ee9c c\u00e1c h\u1ecdc gi\u1ea3 gi\u1ea3i m\u00e3 v\u00e0 hi\u1ec3u ch\u1eef t\u01b0\u1ee3ng h\u00ecnh.<\/em><\/em><\/figcaption><\/figure><\/div>\n<p>M\u1ed9t t\u00e0i li\u1ec7u l\u1ecbch s\u1eed t\u1eeb m\u1ed9t khu v\u1ef1c \u0111a ng\u00f4n ng\u1eef c\u00f3 th\u1ec3 k\u1ebft h\u1ee3p c\u00e1c ng\u00f4n ng\u1eef kh\u00e1c nhau trong m\u1ed9t c\u00e2u duy nh\u1ea5t. H\u1ec7 th\u1ed1ng OCR ho\u1eb7c HCR c\u00f3 kh\u1ea3 n\u0103ng h\u1ea1n ch\u1ebf trong vi\u1ec7c hi\u1ec3u ng\u1eef c\u1ea3nh v\u00e0 ph\u00e2n t\u00e1ch c\u00e1c ng\u00f4n ng\u1eef \u0111\u1ec3 nh\u1eadn d\u1ea1ng ch\u00ednh x\u00e1c. <\/p>\n\n<p>C\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u \u0111ang ph\u00e1t tri\u1ec3n c\u00e1c c\u00f4ng c\u1ee5 OCR \u0111a ng\u00f4n ng\u1eef c\u00f3 th\u1ec3 x\u00e1c \u0111\u1ecbnh c\u00e1c ch\u1eef vi\u1ebft kh\u00e1c nhau trong m\u1ed9t t\u00e0i li\u1ec7u v\u00e0 \u00e1p d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh nh\u1eadn d\u1ea1ng ph\u00f9 h\u1ee3p. Tuy nhi\u00ean, c\u00e1c m\u00f4 h\u00ecnh n\u00e0y v\u1eabn y\u00eau c\u1ea7u c\u1ea3i ti\u1ebfn \u0111\u00e1ng k\u1ec3, \u0111\u1eb7c bi\u1ec7t \u0111\u1ed1i v\u1edbi c\u00e1c ng\u00f4n ng\u1eef \u00edt ph\u1ed5 bi\u1ebfn h\u01a1n. <\/p>\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Chat_Luong_Tai_Lieu_Bi_Suy_Giam\"><\/span><strong>Ch\u1ea5t L\u01b0\u1ee3ng T\u00e0i Li\u1ec7u B\u1ecb Suy Gi\u1ea3m<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n<p>Th\u1eddi gian \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn m\u1ecdi th\u1ee9, bao g\u1ed3m c\u1ea3 t\u00e0i li\u1ec7u l\u1ecbch s\u1eed. V\u00e0 s\u1ef1 suy gi\u1ea3m c\u1ee7a c\u00e1c t\u00e0i li\u1ec7u v\u1eadt ch\u1ea5t khi\u1ebfn vi\u1ec7c s\u1ed1 h\u00f3a tr\u1edf n\u00ean kh\u00f3 kh\u0103n h\u01a1n, v\u00ed d\u1ee5: <\/p>\n\n<ul class=\"wp-block-list\">\n<li><strong>Phai m\u00e0u m\u1ef1c<\/strong>: Theo th\u1eddi gian, c\u00e1c t\u00e0i li\u1ec7u nh\u01b0 th\u01b0, h\u1ed3 s\u01a1 ho\u1eb7c s\u00e1ch vi\u1ebft b\u1eb1ng m\u1ef1c c\u00f3 th\u1ec3 phai m\u00e0u, khi\u1ebfn ph\u1ea7n m\u1ec1m OCR kh\u00f3 ph\u00e2n bi\u1ec7t c\u00e1c k\u00fd t\u1ef1 kh\u1ecfi n\u1ec1n. \u0110i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn th\u00f4ng tin b\u1ecb thi\u1ebfu v\u00e0 l\u1ed7i. <\/li>\n\n\n\n<li><strong>R\u00e1ch v\u00e0 v\u1ebft b\u1ea9n<\/strong>: Thi\u1ec7t h\u1ea1i v\u1eadt l\u00fd \u0111\u1ed1i v\u1edbi t\u00e0i li\u1ec7u c\u00f3 th\u1ec3 t\u1ea1o ra kho\u1ea3ng tr\u1ed1ng v\u00e0 m\u00e9o m\u00f3 l\u00e0m nh\u1ea7m l\u1eabn ph\u1ea7n m\u1ec1m OCR. N\u00f3 c\u00f3 th\u1ec3 hi\u1ec3u sai nh\u1eefng \u0111i\u1ec1u n\u00e0y l\u00e0 c\u00e1c k\u00fd t\u1ef1 th\u1ef1c t\u1ebf ho\u1eb7c g\u1eb7p kh\u00f3 kh\u0103n trong vi\u1ec7c nh\u1eadn d\u1ea1ng v\u0103n b\u1ea3n trong nh\u1eefng khu v\u1ef1c \u0111\u00f3. <\/li>\n<\/ul>\n\n<p>M\u1ed9t t\u00e0i li\u1ec7u phai m\u00e0u v\u1edbi m\u1ed9t \u0111i\u1ec1u kho\u1ea3n th\u1eeba k\u1ebf quan tr\u1ecdng c\u00f3 th\u1ec3 b\u1ecb \u0111\u1ecdc sai n\u1ebfu m\u1ef1c ch\u1ee9a t\u00ean ng\u01b0\u1eddi th\u1ee5 h\u01b0\u1edfng c\u1ee5 th\u1ec3 \u0111\u00e3 phai \u0111\u00e1ng k\u1ec3.<\/p>\n\n<p>K\u1ef9 thu\u1eadt ti\u1ec1n x\u1eed l\u00fd h\u00ecnh \u1ea3nh ho\u1eb7c<a href=\"https:\/\/digi-texx.com\/vi\/cong-nghe\/nang-cao-chat-luong-hinh-anh-cong-nghe-xu-ly-du-lieu-quan-trong-quyet-dinh-chat-luong-du-lieu-dau-ra\/\"><strong>c\u00f4ng ngh\u1ec7 n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng h\u00ecnh \u1ea3nh<\/strong><\/a>c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng c\u1ee7a c\u00e1c h\u00ecnh \u1ea3nh \u0111\u01b0\u1ee3c qu\u00e9t b\u1eb1ng c\u00e1ch c\u1ea3i thi\u1ec7n \u0111\u1ed9 t\u01b0\u01a1ng ph\u1ea3n v\u00e0 gi\u1ea3m nhi\u1ec5u. <\/p>\n\n<p>Tuy nhi\u00ean, trong m\u1ed9t s\u1ed1 tr\u01b0\u1eddng h\u1ee3p, s\u1ef1 can thi\u1ec7p th\u1ee7 c\u00f4ng c\u1ee7a c\u00e1c chuy\u00ean gia t\u00e0i li\u1ec7u l\u1ecbch s\u1eed c\u00f3 th\u1ec3 c\u1ea7n thi\u1ebft \u0111\u1ec3 gi\u1ea3i m\u00e3 c\u00e1c ph\u1ea7n b\u1ecb phai m\u00e0u ho\u1eb7c h\u01b0 h\u1ecfng.<\/p>\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Thieu_Du_Lieu_Dao_Tao\"><\/span><strong>Thi\u1ebfu D\u1eef Li\u1ec7u \u0110\u00e0o T\u1ea1o<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n<p>H\u1ecdc m\u00e1y &#8211; x\u01b0\u01a1ng s\u1ed1ng c\u1ee7a OCR hi\u1ec7n \u0111\u1ea1i, ph\u00e1t tri\u1ec3n nh\u1edd d\u1eef li\u1ec7u. Do \u0111\u00f3, s\u1ef1 khan hi\u1ebfm d\u1eef li\u1ec7u s\u1ebd c\u1ea3n tr\u1edf vi\u1ec7c s\u1ed1 h\u00f3a t\u00e0i li\u1ec7u l\u1ecbch s\u1eed theo nhi\u1ec1u c\u00e1ch kh\u00e1c nhau: <\/p>\n\n<ul class=\"wp-block-list\">\n<li><strong>C\u00e1c ch\u1eef vi\u1ebft hi\u1ebfm:<\/strong> C\u00e1c ch\u1eef vi\u1ebft l\u1ecbch s\u1eed \u00edt ph\u1ed5 bi\u1ebfn h\u01a1n c\u00f3 th\u1ec3 c\u1ea7n m\u1ed9t l\u01b0\u1ee3ng l\u1edbn h\u01a1n c\u00e1c t\u00e0i li\u1ec7u \u0111\u01b0\u1ee3c s\u1ed1 h\u00f3a v\u00e0 d\u00e1n nh\u00e3n \u0111\u1ec3 \u0111\u00e0o t\u1ea1o c\u00e1c c\u00f4ng c\u1ee5 OCR ho\u1eb7c HCR. \u0110i\u1ec1u n\u00e0y d\u1eabn \u0111\u1ebfn vi\u1ec7c nh\u1eadn d\u1ea1ng kh\u00f4ng ch\u00ednh x\u00e1c c\u00e1c ch\u1eef vi\u1ebft \u0111\u00f3. <\/li>\n\n\n\n<li><strong>Bi\u1ebfn th\u1ec3 ph\u01b0\u01a1ng ng\u1eef:<\/strong> C\u00e1c t\u00e0i li\u1ec7u l\u1ecbch s\u1eed c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng c\u00e1c t\u1eeb ng\u1eef \u0111\u1ecba ph\u01b0\u01a1ng v\u1edbi c\u00e1ch vi\u1ebft ho\u1eb7c bi\u1ebfn th\u1ec3 k\u00fd t\u1ef1 c\u1ee5 th\u1ec3. Kh\u00f4ng c\u00f3 d\u1eef li\u1ec7u \u0111\u00e0o t\u1ea1o d\u00e0nh ri\u00eang cho c\u00e1c ph\u01b0\u01a1ng ng\u1eef \u0111\u00f3, c\u00f4ng c\u1ee5 OCR ho\u1eb7c HCR g\u1eb7p kh\u00f3 kh\u0103n trong vi\u1ec7c nh\u1eadn d\u1ea1ng ch\u00ednh x\u00e1c ch\u00fang. <\/li>\n<\/ul>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/07\/02.-Understanding-The-Process-of-Digitizing-Handwritten-Historical-Documents-1024x576.jpg\" alt=\"\" class=\"wp-image-22880\" title=\"\" srcset=\"https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/07\/02.-Understanding-The-Process-of-Digitizing-Handwritten-Historical-Documents-1024x576.jpg 1024w, https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/07\/02.-Understanding-The-Process-of-Digitizing-Handwritten-Historical-Documents-300x169.jpg 300w, https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/07\/02.-Understanding-The-Process-of-Digitizing-Handwritten-Historical-Documents-768x432.jpg 768w, https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/07\/02.-Understanding-The-Process-of-Digitizing-Handwritten-Historical-Documents-1536x864.jpg 1536w, https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/07\/02.-Understanding-The-Process-of-Digitizing-Handwritten-Historical-Documents.jpg 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em><em>C\u00e1c c\u00f4ng c\u1ee5 OCR ti\u00ean ti\u1ebfn <\/em><\/em>c\u00f3 th\u1ec3 t\u1ea1o \u0111i\u1ec1u ki\u1ec7n cho qu\u00e1 tr\u00ecnh s\u1ed1 h\u00f3a t\u00e0i li\u1ec7u l\u1ecbch s\u1eed<\/figcaption><\/figure><\/div>\n<p>Khi s\u1ed1 h\u00f3a m\u1ed9t t\u00e0i li\u1ec7u \u0111\u01b0\u1ee3c vi\u1ebft b\u1eb1ng m\u1ed9t ph\u01b0\u01a1ng ng\u1eef \u0111\u1ecba ph\u01b0\u01a1ng c\u1ee7a ti\u1ebfng \u1ea2 R\u1eadp, m\u1ed9t c\u00f4ng c\u1ee5 OCR ti\u1ebfng \u1ea2 R\u1eadp ti\u00eau chu\u1ea9n \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o tr\u00ean v\u0103n b\u1ea3n hi\u1ec7n \u0111\u1ea1i, ti\u00eau chu\u1ea9n h\u00f3a c\u00f3 th\u1ec3 kh\u00f4ng nh\u1eadn ra c\u00e1c bi\u1ebfn th\u1ec3 ph\u01b0\u01a1ng ng\u1eef, d\u1eabn \u0111\u1ebfn l\u1ed7i \u0111\u00e1ng k\u1ec3.<\/p>\n\n<p>C\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u \u0111ang kh\u00e1m ph\u00e1 c\u00e1c c\u00e1ch \u0111\u1ec3 t\u1eadn d\u1ee5ng c\u00e1c k\u1ef9 thu\u1eadt h\u1ecdc chuy\u1ec3n giao, trong \u0111\u00f3 c\u00e1c m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o tr\u00ean m\u1ed9t ch\u1eef vi\u1ebft c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u0111i\u1ec1u ch\u1ec9nh cho c\u00e1c ch\u1eef vi\u1ebft l\u1ecbch s\u1eed li\u00ean quan. \u0110i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 gi\u00fap gi\u1ea3i quy\u1ebft s\u1ef1 khan hi\u1ebfm d\u1eef li\u1ec7u \u0111\u00e0o t\u1ea1o cho c\u00e1c ng\u00f4n ng\u1eef c\u1ee5 th\u1ec3. <\/p>\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Hieu_Ngu_Canh\"><\/span><strong>Hi\u1ec3u Ng\u1eef C\u1ea3nh<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n<p>C\u00e1c t\u00e0i li\u1ec7u l\u1ecbch s\u1eed th\u01b0\u1eddng v\u01b0\u1ee3t xa v\u0103n b\u1ea3n \u0111\u01a1n gi\u1ea3n. \u0110\u1ec3 phi\u00ean \u00e2m ch\u00ednh x\u00e1c c\u00e1c t\u00e0i li\u1ec7u quan tr\u1ecdng n\u00e0y, c\u1ea7n hi\u1ec3u nh\u1eefng s\u1eafc th\u00e1i c\u1ee7a ng\u00f4n ng\u1eef, ng\u1eef c\u1ea3nh c\u1ee7a t\u00e0i li\u1ec7u khi n\u00f3 \u0111\u01b0\u1ee3c xu\u1ea5t b\u1ea3n l\u1ea7n \u0111\u1ea7u, v\u0103n h\u00f3a khu v\u1ef1c n\u01a1i sinh ra t\u00e0i li\u1ec7u, v.v. <\/p>\n\n<p>M\u1ed9t s\u1ed1 v\u00ed d\u1ee5 cho th\u1ea5y t\u1ea7m quan tr\u1ecdng c\u1ee7a vi\u1ec7c hi\u1ec3u ng\u1eef c\u1ea3nh c\u1ee7a c\u00e1c t\u00e0i li\u1ec7u l\u1ecbch s\u1eed:<\/p>\n\n<ul class=\"wp-block-list\">\n<li><strong>T\u1eeb vi\u1ebft t\u1eaft:<\/strong> C\u00e1c t\u00e0i li\u1ec7u l\u1ecbch s\u1eed ch\u1ee9a \u0111\u1ea7y c\u00e1c t\u1eeb vi\u1ebft t\u1eaft c\u1ee5 th\u1ec3 cho m\u1ed9t th\u1eddi k\u1ef3 ho\u1eb7c ngh\u1ec1 nghi\u1ec7p. OCR kh\u00f4ng hi\u1ec3u ng\u1eef c\u1ea3nh v\u00e0 c\u00f3 th\u1ec3 hi\u1ec3u sai ch\u00fang. V\u00ed d\u1ee5: M\u1ed9t t\u00e0i li\u1ec7u y t\u1ebf c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng t\u1eeb vi\u1ebft t\u1eaft nh\u01b0 &#8220;Bx&#8221; cho sinh thi\u1ebft. OCR s\u1ebd kh\u00f4ng hi\u1ec3u \u0111i\u1ec1u n\u00e0y n\u1ebfu kh\u00f4ng c\u00f3 ki\u1ebfn th\u1ee9c tr\u01b0\u1edbc v\u1ec1 thu\u1eadt ng\u1eef y t\u1ebf t\u1eeb th\u1eddi \u0111\u00f3.   <\/li>\n\n\n\n<li><strong>K\u00fd hi\u1ec7u v\u00e0 t\u1ed1c k\u00fd:<\/strong> C\u00e1c th\u01b0 k\u00fd s\u1eed d\u1ee5ng c\u00e1c k\u00fd hi\u1ec7u v\u00e0 k\u00fd hi\u1ec7u t\u1ed1c k\u00fd kh\u00e1c nhau \u0111\u1ec3 ti\u1ebft ki\u1ec7m kh\u00f4ng gian. OCR kh\u00f4ng th\u1ec3 gi\u1ea3i m\u00e3 c\u00e1c k\u00fd hi\u1ec7u n\u00e0y m\u00e0 kh\u00f4ng c\u00f3 th\u00f4ng tin b\u1ed5 sung v\u1ec1 \u00fd ngh\u0129a c\u1ee7a ch\u00fang. <\/li>\n<\/ul>\n\n<p>C\u00e1c m\u00f4 h\u00ecnh OCR ti\u00ean ti\u1ebfn \u0111ang \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n \u0111\u1ec3 k\u1ebft h\u1ee3p th\u00f4ng tin ng\u1eef c\u1ea3nh t\u1eeb t\u1eeb \u0111i\u1ec3n v\u00e0 thu\u1eadt ng\u1eef l\u1ecbch s\u1eed. B\u1eb1ng c\u00e1ch \u0111\u00f3, h\u1ecd s\u1ebd c\u00f3 th\u1ec3 nh\u1eadn ra c\u00e1c t\u1eeb vi\u1ebft t\u1eaft v\u00e0 k\u00fd hi\u1ec7u m\u1ed9t c\u00e1ch ch\u00ednh x\u00e1c. <\/p>\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Tao_Dieu_Kien_Cho_Qua_Trinh_So_Hoa_Tai_Lieu_Lich_Su_Viet_Tay_Da_Ngon_Ngu\"><\/span>T\u1ea1o \u0110i\u1ec1u Ki\u1ec7n Cho Qu\u00e1 Tr\u00ecnh S\u1ed1 H\u00f3a T\u00e0i Li\u1ec7u L\u1ecbch S\u1eed Vi\u1ebft Tay \u0110a Ng\u00f4n Ng\u1eef<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n<p>Nh\u01b0 \u0111\u00e3 \u0111\u1ec1 c\u1eadp \u1edf tr\u00ean, H\u1ecdc m\u00e1y l\u00e0 m\u1ed9t trong nh\u1eefng k\u1ef9 thu\u1eadt ch\u00ednh \u0111\u1ec3 n\u00e2ng cao kh\u1ea3 n\u0103ng c\u1ee7a c\u00e1c h\u1ec7 th\u1ed1ng OCR ho\u1eb7c HCR.<\/p>\n\n<p>\u0110\u1ec3 c\u00e1c c\u00f4ng c\u1ee5 n\u00e0y s\u1ed1 h\u00f3a t\u00e0i li\u1ec7u l\u1ecbch s\u1eed m\u1ed9t c\u00e1ch ch\u00ednh x\u00e1c, ch\u1ea5t l\u01b0\u1ee3ng c\u1ee7a c\u00e1c h\u00ecnh \u1ea3nh \u0111\u01b0\u1ee3c x\u1eed l\u00fd tr\u01b0\u1edbc l\u00e0 m\u1ed9t trong nh\u1eefng \u01b0u ti\u00ean h\u00e0ng \u0111\u1ea7u c\u1ea7n xem x\u00e9t. Ph\u1ea7n l\u1edbn c\u00e1c t\u00e0i li\u1ec7u \u0111\u00e3 \u0111\u01b0\u1ee3c in ho\u1eb7c vi\u1ebft tr\u00ean gi\u1ea5y th\u01b0\u1eddng nhi\u1ec1u n\u0103m tr\u01b0\u1edbc, c\u00f3 tu\u1ed5i th\u1ecd h\u1ea1n ch\u1ebf v\u00e0 ph\u00e2n h\u1ee7y theo th\u1eddi gian.  <\/p>\n\n<p>Trong h\u1ea7u h\u1ebft c\u00e1c tr\u01b0\u1eddng h\u1ee3p, c\u00e1c h\u00ecnh \u1ea3nh \u0111\u01b0\u1ee3c ch\u1ee5p c\u1ee7a nh\u1eefng t\u00e0i li\u1ec7u n\u00e0y \u0111\u1ec1u c\u00f3 ch\u1ea5t l\u01b0\u1ee3ng k\u00e9m (\u00e1nh s\u00e1ng v\u00e0 m\u00e0u s\u1eafc x\u1ea5u, g\u00f3c \u0111\u1ed9 kh\u00f4ng ch\u00ednh x\u00e1c, v.v.).<\/p>\n\n<p><a href=\"https:\/\/digi-texx.com\/vi\/cong-nghe\/nang-cao-chat-luong-hinh-anh-cong-nghe-xu-ly-du-lieu-quan-trong-quyet-dinh-chat-luong-du-lieu-dau-ra\/\"><strong>N\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng h\u00ecnh \u1ea3nh<\/strong><\/a>l\u00e0 m\u1ed9t k\u1ef9 thu\u1eadt \u0111\u1eb7c bi\u1ec7t \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng trong b\u01b0\u1edbc ti\u1ec1n x\u1eed l\u00fd \u0111\u1ec3 chuy\u1ec3n \u0111\u1ed5i h\u00ecnh \u1ea3nh v\u00e0 l\u00e0m cho ch\u00fang ph\u00f9 h\u1ee3p h\u01a1n v\u1edbi c\u00e1c thu\u1eadt to\u00e1n th\u1ecb gi\u00e1c m\u00e1y t\u00ednh trong c\u00e1c giai \u0111o\u1ea1n x\u1eed l\u00fd sau. <\/p>\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Su_Phat_Trien_Khong_Ngung_De_Bao_Ton_Di_San_Quy_Qia_Tu_Qua_Khu_Cua_Chung_Ta\"><\/span>S\u1ef1 Ph\u00e1t Tri\u1ec3n Kh\u00f4ng Ng\u1eebng \u0110\u1ec3 B\u1ea3o T\u1ed3n Di S\u1ea3n Qu\u00fd Qi\u00e1 T\u1eeb Qu\u00e1 Kh\u1ee9 C\u1ee7a Ch\u00fang Ta<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/07\/03.-Non-Stop-Development-To-Preserve-The-Valuable-Heritage-From-Our-Past-1024x576.jpg\" alt=\"\" class=\"wp-image-22864\" title=\"\" srcset=\"https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/07\/03.-Non-Stop-Development-To-Preserve-The-Valuable-Heritage-From-Our-Past-1024x576.jpg 1024w, https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/07\/03.-Non-Stop-Development-To-Preserve-The-Valuable-Heritage-From-Our-Past-300x169.jpg 300w, https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/07\/03.-Non-Stop-Development-To-Preserve-The-Valuable-Heritage-From-Our-Past-768x432.jpg 768w, https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/07\/03.-Non-Stop-Development-To-Preserve-The-Valuable-Heritage-From-Our-Past-1536x864.jpg 1536w, https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/07\/03.-Non-Stop-Development-To-Preserve-The-Valuable-Heritage-From-Our-Past.jpg 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n<p>S\u1ed1 h\u00f3a t\u00e0i li\u1ec7u l\u1ecbch s\u1eed b\u1eb1ng c\u00e1c ng\u00f4n ng\u1eef kh\u00e1c nhau l\u00e0 m\u1ed9t n\u1ed7 l\u1ef1c \u0111\u1ea7y th\u00e1ch th\u1ee9c tr\u00ean con \u0111\u01b0\u1eddng b\u1ea3o t\u1ed3n k\u1ef9 thu\u1eadt s\u1ed1. Trong \u0111\u00f3 bi\u1ebfn th\u1ec3 ch\u1eef vi\u1ebft, nh\u1eadn d\u1ea1ng \u0111a ng\u00f4n ng\u1eef, ch\u1ea5t l\u01b0\u1ee3ng t\u00e0i li\u1ec7u b\u1ecb suy gi\u1ea3m v\u00e0 thi\u1ebfu d\u1eef li\u1ec7u \u0111\u00e0o t\u1ea1o \u0111\u1ec1u l\u00e0 nh\u1eefng tr\u1edf ng\u1ea1i \u1edf th\u1eddi \u0111i\u1ec3m hi\u1ec7n t\u1ea1i. <\/p>\n\n<p>Tuy nhi\u00ean, c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u lu\u00f4n lu\u00f4n \u0111\u1ed5i m\u1edbi. Th\u00f4ng qua h\u1ee3p t\u00e1c v\u1edbi c\u00e1c \u0111\u1ed1i t\u00e1c c\u00f4ng ngh\u1ec7, c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng c\u00e1c k\u1ef9 thu\u1eadt x\u1eed l\u00fd t\u00e0i li\u1ec7u v\u00e0 d\u1eef li\u1ec7u s\u1eb5n s\u00e0ng s\u1eed d\u1ee5ng \u0111\u1ec3 t\u1ea1o \u0111i\u1ec1u ki\u1ec7n cho qu\u00e1 tr\u00ecnh nghi\u00ean c\u1ee9u v\u00e0 c\u00f3 \u0111\u01b0\u1ee3c nh\u1eefng hi\u1ec3u bi\u1ebft qu\u00fd gi\u00e1 v\u1ec1 nh\u1eefng b\u00ed m\u1eadt \u0111\u1eb1ng sau nh\u1eefng kho b\u00e1u l\u1ecbch s\u1eed n\u00e0y.  <\/p>\n\n<p>T\u01b0\u01a1ng lai c\u1ee7a vi\u1ec7c s\u1ed1 h\u00f3a t\u00e0i li\u1ec7u l\u1ecbch s\u1eed \u0111ang s\u00e1ng s\u1ee7a, h\u1ee9a h\u1eb9n kh\u1ea3 n\u0103ng ti\u1ebfp c\u1eadn r\u1ed9ng h\u01a1n v\u00e0 hi\u1ec3u s\u00e2u h\u01a1n v\u1ec1 qu\u00e1 kh\u1ee9 c\u1ee7a ch\u00fang ta.<\/p>\n<style>.kt-accordion-id22851_8aad90-77 .kt-accordion-inner-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:10px;}.kt-accordion-id22851_8aad90-77 .kt-accordion-panel-inner{border-top:0px solid transparent;border-right:1px solid transparent;border-bottom:1px solid transparent;border-left:1px solid transparent;background:#ffffff;padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);}.kt-accordion-id22851_8aad90-77 > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header{border-top:1px solid #eeeeee;border-right:1px solid #eeeeee;border-bottom:1px solid #eeeeee;border-left:5px solid var(--accent);border-top-left-radius:3px;border-top-right-radius:3px;border-bottom-right-radius:3px;border-bottom-left-radius:3px;background:#ffffff;text-transform:capitalize;color:#444444;padding-top:14px;padding-right:16px;padding-bottom:20px;padding-left:16px;}.kt-accordion-id22851_8aad90-77:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle )  > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap .kt-blocks-accordion-icon-trigger:after, .kt-accordion-id22851_8aad90-77:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle )  > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap .kt-blocks-accordion-icon-trigger:before{background:#444444;}.kt-accordion-id22851_8aad90-77:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-blocks-accordion-icon-trigger{background:#444444;}.kt-accordion-id22851_8aad90-77:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-blocks-accordion-icon-trigger:after, .kt-accordion-id22851_8aad90-77:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-blocks-accordion-icon-trigger:before{background:#ffffff;}.kt-accordion-id22851_8aad90-77 > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header:hover, \n\t\t\t\tbody:not(.hide-focus-outline) .kt-accordion-id22851_8aad90-77 .kt-blocks-accordion-header:focus-visible{color:#444444;background:#ffffff;border-top-color:var(--accent);border-top-style:solid;border-right-color:var(--accent);border-right-style:solid;border-bottom-color:var(--accent);border-bottom-style:solid;border-left-color:var(--accent);border-left-style:solid;}.kt-accordion-id22851_8aad90-77:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle ) .kt-accordion-header-wrap .kt-blocks-accordion-header:hover .kt-blocks-accordion-icon-trigger:after, .kt-accordion-id22851_8aad90-77:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle ) .kt-accordion-header-wrap .kt-blocks-accordion-header:hover .kt-blocks-accordion-icon-trigger:before, body:not(.hide-focus-outline) .kt-accordion-id22851_8aad90-77:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle ) .kt-blocks-accordion--visible .kt-blocks-accordion-icon-trigger:after, body:not(.hide-focus-outline) .kt-accordion-id22851_8aad90-77:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle ) .kt-blocks-accordion-header:focus-visible .kt-blocks-accordion-icon-trigger:before{background:#444444;}.kt-accordion-id22851_8aad90-77:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-accordion-header-wrap .kt-blocks-accordion-header:hover .kt-blocks-accordion-icon-trigger, body:not(.hide-focus-outline) .kt-accordion-id22851_8aad90-77:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-accordion-header-wrap .kt-blocks-accordion-header:focus-visible .kt-blocks-accordion-icon-trigger{background:#444444;}.kt-accordion-id22851_8aad90-77:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-accordion-header-wrap .kt-blocks-accordion-header:hover .kt-blocks-accordion-icon-trigger:after, .kt-accordion-id22851_8aad90-77:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-accordion-header-wrap .kt-blocks-accordion-header:hover .kt-blocks-accordion-icon-trigger:before, body:not(.hide-focus-outline) .kt-accordion-id22851_8aad90-77:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-accordion-header-wrap .kt-blocks-accordion-header:focus-visible .kt-blocks-accordion-icon-trigger:after, body:not(.hide-focus-outline) .kt-accordion-id22851_8aad90-77:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-accordion-header-wrap .kt-blocks-accordion-header:focus-visible .kt-blocks-accordion-icon-trigger:before{background:#ffffff;}.kt-accordion-id22851_8aad90-77 .kt-accordion-header-wrap .kt-blocks-accordion-header:focus-visible,\n\t\t\t\t.kt-accordion-id22851_8aad90-77 > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header.kt-accordion-panel-active{color:#444444;background:#ffffff;border-top-color:#eeeeee;border-top-style:solid;border-right-color:#eeeeee;border-right-style:solid;border-bottom-color:#eeeeee;border-bottom-style:solid;border-left-color:var(--accent);border-left-style:solid;}.kt-accordion-id22851_8aad90-77:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle )  > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header.kt-accordion-panel-active .kt-blocks-accordion-icon-trigger:after, .kt-accordion-id22851_8aad90-77:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle )  > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header.kt-accordion-panel-active .kt-blocks-accordion-icon-trigger:before{background:#444444;}.kt-accordion-id22851_8aad90-77:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-blocks-accordion-header.kt-accordion-panel-active .kt-blocks-accordion-icon-trigger{background:#444444;}.kt-accordion-id22851_8aad90-77:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-blocks-accordion-header.kt-accordion-panel-active .kt-blocks-accordion-icon-trigger:after, .kt-accordion-id22851_8aad90-77:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-blocks-accordion-header.kt-accordion-panel-active .kt-blocks-accordion-icon-trigger:before{background:#ffffff;}@media all and (max-width: 1024px){.kt-accordion-id22851_8aad90-77 .kt-accordion-panel-inner{border-top:0px solid transparent;border-right:1px solid transparent;border-bottom:1px solid transparent;border-left:1px solid transparent;}}@media all and (max-width: 1024px){.kt-accordion-id22851_8aad90-77 > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header{border-top:1px solid #eeeeee;border-right:1px solid #eeeeee;border-bottom:1px solid #eeeeee;border-left:5px solid var(--accent);}}@media all and (max-width: 1024px){.kt-accordion-id22851_8aad90-77 > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header:hover, \n\t\t\t\tbody:not(.hide-focus-outline) .kt-accordion-id22851_8aad90-77 .kt-blocks-accordion-header:focus-visible{border-top-color:var(--accent);border-top-style:solid;border-right-color:var(--accent);border-right-style:solid;border-bottom-color:var(--accent);border-bottom-style:solid;border-left-color:var(--accent);border-left-style:solid;}}@media all and (max-width: 1024px){.kt-accordion-id22851_8aad90-77 .kt-accordion-header-wrap .kt-blocks-accordion-header:focus-visible,\n\t\t\t\t.kt-accordion-id22851_8aad90-77 > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header.kt-accordion-panel-active{border-top-color:#eeeeee;border-top-style:solid;border-right-color:#eeeeee;border-right-style:solid;border-bottom-color:#eeeeee;border-bottom-style:solid;border-left-color:var(--accent);border-left-style:solid;}}@media all and (max-width: 767px){.kt-accordion-id22851_8aad90-77 .kt-accordion-inner-wrap{display:block;}.kt-accordion-id22851_8aad90-77 .kt-accordion-inner-wrap .kt-accordion-pane:not(:first-child){margin-top:10px;}.kt-accordion-id22851_8aad90-77 .kt-accordion-panel-inner{border-top:0px solid transparent;border-right:1px solid transparent;border-bottom:1px solid transparent;border-left:1px solid transparent;}.kt-accordion-id22851_8aad90-77 > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header{border-top:1px solid #eeeeee;border-right:1px solid #eeeeee;border-bottom:1px solid #eeeeee;border-left:5px solid var(--accent);}.kt-accordion-id22851_8aad90-77 > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header:hover, \n\t\t\t\tbody:not(.hide-focus-outline) .kt-accordion-id22851_8aad90-77 .kt-blocks-accordion-header:focus-visible{border-top-color:var(--accent);border-top-style:solid;border-right-color:var(--accent);border-right-style:solid;border-bottom-color:var(--accent);border-bottom-style:solid;border-left-color:var(--accent);border-left-style:solid;}.kt-accordion-id22851_8aad90-77 .kt-accordion-header-wrap .kt-blocks-accordion-header:focus-visible,\n\t\t\t\t.kt-accordion-id22851_8aad90-77 > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header.kt-accordion-panel-active{border-top-color:#eeeeee;border-top-style:solid;border-right-color:#eeeeee;border-right-style:solid;border-bottom-color:#eeeeee;border-bottom-style:solid;border-left-color:var(--accent);border-left-style:solid;}}<\/style>\n<div class=\"wp-block-kadence-accordion alignnone\"><div class=\"kt-accordion-wrap kt-accordion-id22851_8aad90-77 kt-accordion-has-11-panes kt-active-pane-0 kt-accordion-block kt-pane-header-alignment-left kt-accodion-icon-style-arrow kt-accodion-icon-side-right\" style=\"max-width:none\"><div class=\"kt-accordion-inner-wrap\" data-allow-multiple-open=\"false\" data-start-open=\"none\">\n<div class=\"wp-block-kadence-pane kt-accordion-pane kt-accordion-pane-1 kt-pane22851_ac89e9-63\" id=\"article-sources\"><h3 class=\"kt-accordion-header-wrap\"><span class=\"ez-toc-section\" id=\"Nguon_tham_khao\"><\/span><button class=\"kt-blocks-accordion-header kt-acccordion-button-label-show\"><span class=\"kt-blocks-accordion-title-wrap\"><span class=\"kt-blocks-accordion-title\">Ngu\u1ed3n tham kh\u1ea3o<\/span><\/span><span class=\"kt-blocks-accordion-icon-trigger\"><\/span><\/button><span class=\"ez-toc-section-end\"><\/span><\/h3><div class=\"kt-accordion-panel kt-accordion-panel-hidden\"><div class=\"kt-accordion-panel-inner\">\n<ol class=\"wp-block-list\">\n<li>Haralambou, Y. <em>Typesetting old German: Fraktur, schwabacher, gotisch &#8230;<\/em>, <em>Universite de Lille &#8211; Flandres &#8211; Artois<\/em>. Available at: <a href=\"https:\/\/tug.org\/TUGboat\/tb12-1\/tb31hara.pdf\" target=\"_blank\" rel=\"noopener\">https:\/\/tug.org\/TUGboat\/tb12-1\/tb31hara.pdf<\/a> (Accessed: 11 July 2024). <\/li>\n<\/ol>\n<\/div><\/div><\/div>\n<\/div><\/div><\/div>\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-accent-color\">| <em>\u0110\u1ecdc th\u00eam<\/em>: <\/mark><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><em><a href=\"https:\/\/digi-texx.com\/vi\/techblog-vi\/vai-tro-cua-luu-tru-du-lieu-trong-viec-ho-tro-nghien-cuu-pha-he-hoc\/\">Vai Tr\u00f2 C\u1ee7a L\u01b0u Tr\u1eef D\u1eef Li\u1ec7u Trong Vi\u1ec7c H\u1ed7 Tr\u1ee3 Nghi\u00ean C\u1ee9u Ph\u1ea3 H\u1ec7 H\u1ecdc<\/a><\/em><\/li>\n\n\n\n<li><em><a href=\"https:\/\/digi-texx.com\/vi\/techblog-vi\/__trashed-8\/\">T\u1ef1 \u0110\u1ed9ng H\u00f3a Ph\u00e1t Hi\u1ec7n Gian L\u1eadn: Gi\u1ea3i Ph\u00e1p B\u1ea3o V\u1ec7 Y\u00eau C\u1ea7u H\u00f3a \u0110\u01a1n<\/a><\/em><\/li>\n\n\n\n<li><em><a href=\"https:\/\/digi-texx.com\/vi\/techblog-vi\/nang-cao-hieu-suat-website-voi-hinh-anh-toi-uu-hoa-ap-dung-dich-vu-xu-ly-hinh-anh\/\">N\u00e2ng Cao Hi\u1ec7u Su\u1ea5t Website V\u1edbi H\u00ecnh \u1ea2nh T\u1ed1i \u01afu H\u00f3a: \u00c1p D\u1ee5ng D\u1ecbch V\u1ee5 X\u1eed L\u00fd H\u00ecnh \u1ea2nh<\/a><\/em><\/li>\n<\/ul>\n<\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>C\u00e1c t\u00e0i li\u1ec7u vi\u1ebft tay c\u00f3 vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c m\u00f4 t\u1ea3 gi\u00e1 tr\u1ecb v\u0103n h\u00f3a v\u00e0 l\u1ecbch s\u1eed c\u1ee7a m\u1ed9t n\u1ec1n v\u0103n &#8230; <\/p>\n<p class=\"read-more-container\"><a title=\"Th\u00e1ch Th\u1ee9c Trong S\u1ed1 H\u00f3a T\u00e0i Li\u1ec7u L\u1ecbch S\u1eed Vi\u1ebft Tay \u0110a Ng\u00f4n Ng\u1eef\" class=\"read-more button\" href=\"https:\/\/digi-texx.com\/vi\/techblog-vi\/thach-thuc-trong-so-hoa-tai-lieu-lich-su-viet-tay-da-ngon-ngu\/#more-23506\" aria-label=\"Read more about Th\u00e1ch Th\u1ee9c Trong S\u1ed1 H\u00f3a T\u00e0i Li\u1ec7u L\u1ecbch S\u1eed Vi\u1ebft Tay \u0110a Ng\u00f4n Ng\u1eef\">Read More<\/a><\/p>\n","protected":false},"author":3,"featured_media":22875,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[50],"tags":[],"class_list":["post-23506","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-techblog-vi","generate-columns","tablet-grid-50","mobile-grid-100","grid-parent","grid-33"],"acf":[],"_links":{"self":[{"href":"https:\/\/digi-texx.com\/vi\/wp-json\/wp\/v2\/posts\/23506","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/digi-texx.com\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/digi-texx.com\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/digi-texx.com\/vi\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/digi-texx.com\/vi\/wp-json\/wp\/v2\/comments?post=23506"}],"version-history":[{"count":0,"href":"https:\/\/digi-texx.com\/vi\/wp-json\/wp\/v2\/posts\/23506\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/digi-texx.com\/vi\/wp-json\/wp\/v2\/media\/22875"}],"wp:attachment":[{"href":"https:\/\/digi-texx.com\/vi\/wp-json\/wp\/v2\/media?parent=23506"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/digi-texx.com\/vi\/wp-json\/wp\/v2\/categories?post=23506"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/digi-texx.com\/vi\/wp-json\/wp\/v2\/tags?post=23506"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}