{"id":4234,"date":"2021-03-23T16:57:49","date_gmt":"2021-03-23T20:57:49","guid":{"rendered":"https:\/\/portfolios.cs.earlham.edu\/?p=4234"},"modified":"2025-04-15T14:12:38","modified_gmt":"2025-04-15T18:12:38","slug":"digitizing-unpublished-cuneiform-tablets-automated-image-post-production-pipeline","status":"publish","type":"post","link":"https:\/\/portfolios.cs.earlham.edu\/index.php\/2021\/03\/23\/digitizing-unpublished-cuneiform-tablets-automated-image-post-production-pipeline\/","title":{"rendered":"Digitizing Unpublished Cuneiform Tablets: Automated Image Post-Production Pipeline"},"content":{"rendered":"\n<p>Author\/Researcher: Yujeong (Erin) Lee<\/p>\n\n\n\n<p>Take a look at the project on Gitlab: <a href=\"https:\/\/code.cs.earlham.edu\/elee17\/capstone-cuneiform-image-processing\">https:\/\/code.cs.earlham.edu\/elee17\/capstone-cuneiform-image-processing<\/a>. <\/p>\n\n\n\n<p>Watch the software demonstration on Youtube: <a href=\"https:\/\/youtu.be\/XKweV6jdfxs\">https:\/\/youtu.be\/XKweV6jdfxs<\/a> <\/p>\n\n\n\n<p>Read the paper on Google Drive:<a href=\"https:\/\/drive.google.com\/file\/d\/1FbfkI6wKPajhWrgkG2fCWU6BwHKeuqrM\/view?usp=sharing\"> https:\/\/drive.google.com\/file\/d\/1FbfkI6wKPajhWrgkG2fCWU6BwHKeuqrM\/view?usp=sharing<\/a><\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Abstract<\/h4>\n\n\n\n<p>Ancient Near Eastern cuneiform tablets document one of the earliest writing systems known. Extensive collections of cuneiform tablets are in the process of being digitized by many institutions worldwide in an effort to make the digitized inscriptions available to remote researchers. With an increasing demand for digitization in the museum sector, this project addresses the ineffectiveness of manual image processing and aims to contribute to ancient Near Eastern studies with automated image processing of cuneiform tablets.<\/p>\n\n\n\n<p>Manually, a six-sided tablet is scanned on each side on a flatbed scanner and sent for post-production, in which the images are digitally enhanced and stitched in the form of a \u201cfatcross\u201d using programs like Photoshop. Automation of such image processing will include 1) preparation of the image data, 2) image segmentation with methods like thresholding, and 3) accurate assembly of separate images. This research aims to identify a simple and effective edge detection method and its implementation parameters to automate building a fatcross.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Poster<\/h4>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"750\" src=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2021\/03\/Fatcross-Automation-Poster.png\" alt=\"\" class=\"wp-image-4257\" srcset=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2021\/03\/Fatcross-Automation-Poster.png 1000w, https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2021\/03\/Fatcross-Automation-Poster-300x225.png 300w, https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2021\/03\/Fatcross-Automation-Poster-768x576.png 768w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">Software architecture diagram<\/h4>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"379\" height=\"500\" src=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2021\/03\/final-software-diagram.png\" alt=\"\" class=\"wp-image-4256\" srcset=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2021\/03\/final-software-diagram.png 379w, https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2021\/03\/final-software-diagram-227x300.png 227w\" sizes=\"auto, (max-width: 379px) 100vw, 379px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Author\/Researcher: Yujeong (Erin) Lee Take a look at the project on Gitlab: https:\/\/code.cs.earlham.edu\/elee17\/capstone-cuneiform-image-processing. Watch the software demonstration on Youtube: https:\/\/youtu.be\/XKweV6jdfxs Read the paper on Google Drive: https:\/\/drive.google.com\/file\/d\/1FbfkI6wKPajhWrgkG2fCWU6BwHKeuqrM\/view?usp=sharing Abstract Ancient Near Eastern cuneiform tablets document one of the earliest writing systems &hellip; <a href=\"https:\/\/portfolios.cs.earlham.edu\/index.php\/2021\/03\/23\/digitizing-unpublished-cuneiform-tablets-automated-image-post-production-pipeline\/\">Read More<\/a><\/p>\n","protected":false},"author":95,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[101,19,124],"tags":[],"class_list":["post-4234","post","type-post","status-publish","format-standard","hentry","category-101","category-student","category-yujeong-lee"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Digitizing Unpublished Cuneiform Tablets: Automated Image Post-Production Pipeline - CS\/DS Student Portfolios<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/portfolios.cs.earlham.edu\/index.php\/2021\/03\/23\/digitizing-unpublished-cuneiform-tablets-automated-image-post-production-pipeline\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Digitizing Unpublished Cuneiform Tablets: Automated Image Post-Production Pipeline - CS\/DS Student Portfolios\" \/>\n<meta property=\"og:description\" content=\"Author\/Researcher: Yujeong (Erin) Lee Take a look at the project on Gitlab: https:\/\/code.cs.earlham.edu\/elee17\/capstone-cuneiform-image-processing. Watch the software demonstration on Youtube: https:\/\/youtu.be\/XKweV6jdfxs Read the paper on Google Drive: https:\/\/drive.google.com\/file\/d\/1FbfkI6wKPajhWrgkG2fCWU6BwHKeuqrM\/view?usp=sharing Abstract Ancient Near Eastern cuneiform tablets document one of the earliest writing systems &hellip; Read More\" \/>\n<meta property=\"og:url\" content=\"https:\/\/portfolios.cs.earlham.edu\/index.php\/2021\/03\/23\/digitizing-unpublished-cuneiform-tablets-automated-image-post-production-pipeline\/\" \/>\n<meta property=\"og:site_name\" content=\"CS\/DS Student Portfolios\" \/>\n<meta property=\"article:published_time\" content=\"2021-03-23T20:57:49+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-04-15T18:12:38+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2021\/03\/Fatcross-Automation-Poster.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1000\" \/>\n\t<meta property=\"og:image:height\" content=\"750\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Yujeong Lee\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Yujeong Lee\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/2021\\\/03\\\/23\\\/digitizing-unpublished-cuneiform-tablets-automated-image-post-production-pipeline\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/2021\\\/03\\\/23\\\/digitizing-unpublished-cuneiform-tablets-automated-image-post-production-pipeline\\\/\"},\"author\":{\"name\":\"Yujeong Lee\",\"@id\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/#\\\/schema\\\/person\\\/d0f591b2804e92c0682a597ab2166338\"},\"headline\":\"Digitizing Unpublished Cuneiform Tablets: Automated Image Post-Production Pipeline\",\"datePublished\":\"2021-03-23T20:57:49+00:00\",\"dateModified\":\"2025-04-15T18:12:38+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/2021\\\/03\\\/23\\\/digitizing-unpublished-cuneiform-tablets-automated-image-post-production-pipeline\\\/\"},\"wordCount\":220,\"commentCount\":0,\"image\":{\"@id\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/2021\\\/03\\\/23\\\/digitizing-unpublished-cuneiform-tablets-automated-image-post-production-pipeline\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/wp-content\\\/uploads\\\/2021\\\/03\\\/Fatcross-Automation-Poster.png\",\"articleSection\":[\"2021\",\"Student\",\"Yujeong Lee\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/2021\\\/03\\\/23\\\/digitizing-unpublished-cuneiform-tablets-automated-image-post-production-pipeline\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/2021\\\/03\\\/23\\\/digitizing-unpublished-cuneiform-tablets-automated-image-post-production-pipeline\\\/\",\"url\":\"https:\\\/\\\/portfolios.cs.earlham.edu\\\/index.php\\\/2021\\\/03\\\/23\\\/digitizing-unpublished-cuneiform-tablets-automated-image-post-production-pipeline\\\/\",\"name\":\"Digitizing Unpublished Cuneiform Tablets: Automated Image Post-Production Pipeline - 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