Application of Interactive Artificial Intelligence System Based on Image Detail Enhancement Algorithm in Clothing Graphic Design

Application of Interactive Artificial Intelligence System Based on Image Detail Enhancement Algorithm in Clothing Graphic Design | Research Square window.SnipcartSettings = { analytics: { enabled: false } }; (function() { var accessVector = localStorage.getItem('access_vector') || ''; window.dataLayer = window.dataLayer || []; if (accessVector) { window.dataLayer.push({ user: { profile: { profileInfo: { snid: accessVector } } } }); } })(); (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src='https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);})(window,document,'script','dataLayer','GTM-K279D39R'); Browse Preprints In Review Journals COVID-19 Preprints AJE Video Bytes Research Tools Research Promotion AJE Professional Editing AJE Rubriq About Preprint Platform In Review Editorial Policies Our Team Advisory Board Help Center Sign In Submit a Preprint Cite Share Download PDF Research Article Application of Interactive Artificial Intelligence System Based on Image Detail Enhancement Algorithm in Clothing Graphic Design Tingting Ma This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-3859382/v1 This work is licensed under a CC BY 4.0 License Status: Posted Version 1 posted You are reading this latest preprint version Abstract With the continuous improvement of the aesthetic quality of the modern society, the demand for fashion is rapidly growing, and more and more users are beginning to experience the independent design and customization of fashion clothing. The development and progress of digital and intelligent technologies provide opportunities to address the challenges of interactive artificial intelligence in clothing graphic design processes. Therefore, this article studies interactive artificial intelligence systems using image detail enhancement algorithms and analyzes their application in clothing graphic design. Firstly, using adaptive configuration and detail enhancement algorithms to improve image quality and improve the matching effect of feature points, and conducting experiments on the improvement index and global contrast index through evaluation indicators to examine the feasibility of the algorithm proposed in this paper; Secondly, the clothing graphic design algorithm was studied, and the feature database samples were tested using the clothing graphic design algorithm to demonstrate the relationship between classification accuracy and the number of cycles; Finally, construct an interactive artificial intelligence system, study the application of interactive artificial intelligence systems in clothing graphic design, and propose a clothing pattern communication platform. Further proves that interactive artificial intelligence systems based on image detail enhancement algorithms have high application value in clothing graphic design. Detail enhancement Image processing Interactive artificial intelligence Graphic design Full Text Additional Declarations No competing interests reported. Cite Share Download PDF Status: Posted Version 1 posted You are reading this latest preprint version Research Square lets you share your work early, gain feedback from the community, and start making changes to your manuscript prior to peer review in a journal. As a division of Research Square Company, we’re committed to making research communication faster, fairer, and more useful. We do this by developing innovative software and high quality services for the global research community. Our growing team is made up of researchers and industry professionals working together to solve the most critical problems facing scientific publishing. Also discoverable on Platform About Our Team In Review Editorial Policies Advisory Board Help Center Resources Author Services Accessibility API Access RSS feed Manage Cookie Preferences © Research Square 2026 | ISSN 2693-5015 (online) Privacy Policy Terms of Service Do Not Sell My Personal Information {"props":{"pageProps":{"initialData":{"identity":"rs-3859382","acceptedTermsAndConditions":true,"allowDirectSubmit":true,"archivedVersions":[],"articleType":"Research Article","associatedPublications":[],"authors":[{"id":267084338,"identity":"971956c1-c07d-4a3f-9d68-b4ff480761da","order_by":0,"name":"Tingting Ma","email":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAZAAAAAyAQMAAABI0h/eAAAABlBMVEX///8AAABVwtN+AAAACXBIWXMAAA7EAAAOxAGVKw4bAAAA5ElEQVRIie3PsQqCQBjA8RPBlk9cHcI3CD44sAKhV1EEp4igFxCCWqzZ3qGh3sA4aipudXdtEFwihLp0aFPHoPvDHd/B/TiOEJnsR0vEgmrK0bE6APVDsCJKPA9oJyLCeoScea1gsOYnNn+W/aGxp4WDqkt67HxoIvbVJ2y3RRjHd6RT1GYEgiBtJIkgeoSA6e3gTxEWxAS7mfDsS9gITS9sJal4BR6C8M1xSRC7kAyZHlLxilEoEbpUa/0L97ICSmuC/OLnj/JlGT12aSRVykpsplsftNbrVaVYRtLtrkwmk/1fb6PzTVF5dzOXAAAAAElFTkSuQmCC","orcid":"","institution":"Jiangxi Institute Of Fashion Technology","correspondingAuthor":true,"prefix":"","firstName":"Tingting","middleName":"","lastName":"Ma","suffix":""}],"badges":[],"createdAt":"2024-01-13 07:44:06","currentVersionCode":1,"declarations":"","doi":"10.21203/rs.3.rs-3859382/v1","doiUrl":"https://doi.org/10.21203/rs.3.rs-3859382/v1","draftVersion":[],"editorialEvents":[],"editorialNote":"","failedWorkflow":false,"files":[{"id":56668511,"identity":"7bb98ba0-9e47-414a-92f6-dc5a89e502a0","added_by":"auto","created_at":"2024-05-17 13:59:37","extension":"pdf","order_by":1,"title":"","display":"","copyAsset":false,"role":"manuscript-pdf","size":421413,"visible":true,"origin":"","legend":"","description":"","filename":"file.pdf","url":"https://assets-eu.researchsquare.com/files/rs-3859382/v1_covered_0113a569-cc78-4f4b-863b-8c8580de1059.pdf"}],"financialInterests":"No competing interests reported.","formattedTitle":"Application of Interactive Artificial Intelligence System Based on Image Detail Enhancement Algorithm in Clothing Graphic Design","fulltext":[],"fulltextSource":"","fullText":"","funders":[],"hasAdminPriorityOnWorkflow":false,"hasManuscriptDocX":false,"hasOptedInToPreprint":true,"hasPassedJournalQc":"","hasAnyPriority":false,"hideJournal":true,"highlight":"","institution":"","isAcceptedByJournal":false,"isAuthorSuppliedPdf":true,"isDeskRejected":"","isHiddenFromSearch":false,"isInQc":false,"isInWorkflow":false,"isPdf":true,"isPdfUpToDate":true,"isWithdrawnOrRetracted":false,"journal":{"display":true,"email":"[email protected]","identity":"researchsquare","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":true,"externalIdentity":"","sideBox":"","snPcode":"","submissionUrl":"/submission","title":"Research Square","twitterHandle":"researchsquare","acdcEnabled":true,"dfaEnabled":false,"editorialSystem":"","reportingPortfolio":"","inReviewEnabled":false,"inReviewRevisionsEnabled":true},"keywords":"Detail enhancement, Image processing, Interactive artificial intelligence, Graphic design","lastPublishedDoi":"10.21203/rs.3.rs-3859382/v1","lastPublishedDoiUrl":"https://doi.org/10.21203/rs.3.rs-3859382/v1","license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/"},"manuscriptAbstract":"\u003cp\u003eWith the continuous improvement of the aesthetic quality of the modern society, the demand for fashion is rapidly growing, and more and more users are beginning to experience the independent design and customization of fashion clothing. The development and progress of digital and intelligent technologies provide opportunities to address the challenges of interactive artificial intelligence in clothing graphic design processes. Therefore, this article studies interactive artificial intelligence systems using image detail enhancement algorithms and analyzes their application in clothing graphic design. Firstly, using adaptive configuration and detail enhancement algorithms to improve image quality and improve the matching effect of feature points, and conducting experiments on the improvement index and global contrast index through evaluation indicators to examine the feasibility of the algorithm proposed in this paper; Secondly, the clothing graphic design algorithm was studied, and the feature database samples were tested using the clothing graphic design algorithm to demonstrate the relationship between classification accuracy and the number of cycles; Finally, construct an interactive artificial intelligence system, study the application of interactive artificial intelligence systems in clothing graphic design, and propose a clothing pattern communication platform. 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