{"id":3334,"date":"2026-08-02T14:51:34","date_gmt":"2026-08-02T14:51:34","guid":{"rendered":"https:\/\/research.anasacademy.uk\/developing-an-applied-framework-for-modeling-visual-dna-for-visual-identity-and-measuring-its-effectiveness-in-generating-consistent-visual-outputs-using-artificial-intelligence-techniques-an-applied\/"},"modified":"2026-08-03T10:52:21","modified_gmt":"2026-08-03T10:52:21","slug":"developing-an-applied-framework-for-modeling-visual-dna-for-visual-identity-and-measuring-its-effectiveness-in-generating-consistent-visual-outputs-using-artificial-intelligence-techniques-an-applied","status":"publish","type":"post","link":"https:\/\/research.anasacademy.uk\/en\/developing-an-applied-framework-for-modeling-visual-dna-for-visual-identity-and-measuring-its-effectiveness-in-generating-consistent-visual-outputs-using-artificial-intelligence-techniques-an-applied\/","title":{"rendered":"Developing an Applied Framework for Modeling Visual DNA for Visual Identity and Measuring its Effectiveness in Generating Consistent Visual Outputs Using Artificial Intelligence Techniques (An Applied Study on the Visual Identity of AlUla)"},"content":{"rendered":"<p>This research aims to develop a visual DNA card for visual identity and measure its effectiveness in guiding AI-generated images, applied to the AlUla identity. The study relied on analyzing official AlUla images to extract recurring pictorial features, then converting them into a standardized card used to formulate guided generation prompts. The outputs were evaluated through a questionnaire administered to fifty participants, and the results showed that the card contributes to producing images more consistent with the visual identity.     <\/p>\n","protected":false},"excerpt":{"rendered":"<p>This research aims to develop a visual DNA card for visual identity and measure its effectiveness in guiding AI-generated images, applied to the AlUla identity. The study relied on analyzing official AlUla images to extract recurring pictorial features, then converting them into a standardized card used to formulate guided generation prompts. The outputs were evaluated [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_pingme":["1"],"_encloseme":["1"],"_last_translation_edit_mode":["translation-editor"],"research_file":["https:\/\/research.anasacademy.uk\/wp-content\/uploads\/2026\/08\/thesis-c09b9ebc.pdf"],"_top_nav_excluded":[""],"_cms_nav_minihome":[""],"_wpml_word_count":["134"],"title":["Developing an Applied Framework for Modeling Visual DNA for Visual Identity and Measuring its Effectiveness in Generating Consistent Visual Outputs Using Artificial Intelligence Techniques (An Applied Study on the Visual Identity of AlUla)"],"keywords":["Visual DNA, Visual Identity, Visual Consistency, Pictorial Visual Outputs, Generative Artificial Intelligence, Text-to-Image Prompts, AlUla Identity.      "],"abstract":["This research aims to develop a visual DNA card for visual identity and measure its effectiveness in guiding AI-generated images, applied to the AlUla identity. The study relied on analyzing official AlUla images to extract recurring pictorial features, then converting them into a standardized card used to formulate guided generation prompts. The outputs were evaluated through a questionnaire administered to fifty participants, and the results showed that the card contributes to producing images more consistent with the visual identity.     "],"author":["Sarah Fahad Alyaeesh"],"publish_date":["2026"],"supervisor":["Abdullah Elnaqlah (trainer)"],"source":["lms.anasacademy.uk"],"apa":["Sarah Fahad Alyaeesh. (2026). Developing an Applied Framework for Modeling Visual DNA for Visual Identity and Measuring its Effectiveness in Generating Consistent Visual Outputs Using Artificial Intelligence Techniques (An Applied Study on the Visual Identity of AlUla) [Master's Thesis, Anas Academy]. Anas Academy Research Repository. \u2068https:\/\/research.anasacademy.uk\u2069   "],"major":["Master's in Visual Brand Design"],"project_type":["Master's Thesis"],"_elementor_global_class_usage_indexed":["1"],"_research_code":["GEN-2026-025"],"magzin_post_views":["18"],"post_views_count":["18"],"_research_stamp_cache":["b9625110362c89fa4666da425a8079cd"],"_elementor_page_assets":["a:0:{}"]},"categories":[163],"tags":[],"class_list":["post-3334","post","type-post","status-publish","format-standard","hentry","category-master-of-visual-brand-design"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.1.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"This research aims to develop a visual DNA card for visual identity and measure its effectiveness in guiding AI-generated images, applied to the AlUla identity. 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The outputs were evaluated"},"aioseo_meta_data":{"post_id":"3334","title":null,"description":null,"keywords":null,"keyphrases":{"focus":[],"additional":[]},"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"default","og_image_url":null,"og_image_width":null,"og_image_height":null,"og_image_custom_url":null,"og_image_custom_fields":null,"og_video":null,"og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_url":null,"twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_title":null,"twitter_description":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"","isEnabled":true},"graphs":[]},"schema_type":"default","schema_type_options":null,"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":null,"robots_max_videopreview":null,"robots_max_imagepreview":"large","priority":null,"frequency":null,"local_seo":null,"breadcrumb_settings":null,"limit_modified_date":false,"ai":null,"created":"2026-08-02 14:51:48","updated":"2026-08-31 12:14:33","seo_analyzer_scan_date":null,"focus_keyword":null,"additional_keywords":null,"truseo_locale":null},"aioseo_breadcrumb":"<div class=\"aioseo-breadcrumbs\"><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/research.anasacademy.uk\/en\/\" title=\"Home\">Home<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/research.anasacademy.uk\/en\/category\/master-of-visual-brand-design\/\" title=\"Master of Visual Brand Design\">Master of Visual Brand Design<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\tDeveloping an Applied Framework for Modeling Visual DNA for Visual Identity and Measuring its Effectiveness in Generating Consistent Visual Outputs Using Artificial Intelligence Techniques (An Applied Study on the Visual Identity of AlUla)\n\t\t<\/span><\/div>","aioseo_breadcrumb_json":[{"label":"Home","link":"https:\/\/research.anasacademy.uk\/en\/"},{"label":"Master of Visual Brand Design","link":"https:\/\/research.anasacademy.uk\/en\/category\/master-of-visual-brand-design\/"},{"label":"Developing an Applied Framework for Modeling Visual DNA for Visual Identity and Measuring its Effectiveness in Generating Consistent Visual Outputs Using Artificial Intelligence Techniques (An Applied Study on the Visual Identity of AlUla)","link":"https:\/\/research.anasacademy.uk\/en\/developing-an-applied-framework-for-modeling-visual-dna-for-visual-identity-and-measuring-its-effectiveness-in-generating-consistent-visual-outputs-using-artificial-intelligence-techniques-an-applied\/"}],"acf":[],"author_name":"","_links":{"self":[{"href":"https:\/\/research.anasacademy.uk\/en\/wp-json\/wp\/v2\/posts\/3334","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/research.anasacademy.uk\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/research.anasacademy.uk\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/research.anasacademy.uk\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/research.anasacademy.uk\/en\/wp-json\/wp\/v2\/comments?post=3334"}],"version-history":[{"count":0,"href":"https:\/\/research.anasacademy.uk\/en\/wp-json\/wp\/v2\/posts\/3334\/revisions"}],"wp:attachment":[{"href":"https:\/\/research.anasacademy.uk\/en\/wp-json\/wp\/v2\/media?parent=3334"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/research.anasacademy.uk\/en\/wp-json\/wp\/v2\/categories?post=3334"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/research.anasacademy.uk\/en\/wp-json\/wp\/v2\/tags?post=3334"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}