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<!DOCTYPE html><html lang="en"><head> <meta http-equiv="Content-Type" content="text/html; charset=UTF-8"> <meta name="viewport" content="width=device-width, initial-scale=1"> <title>Unveiling Color Dynamics and Value of Andy Warhol's "Shot Marilyns": A Study on Visual Variations and Perception</title> <link rel="icon" type="image/x-icon" href="https://static.gd.edu.kg/images/logo.svg"> <link rel="canonical" href="https://archive.gd.edu.kg/20231224043044/pdf"> <meta name="keywords" content="shot marilyns,pop art,andy warhol,region of interest"> <script async="" src="https://www.googletagmanager.com/gtag/js?id=G-ELSZ3SFQ2D"></script> <script>function gtag(){dataLayer.push(arguments)}window.dataLayer=window.dataLayer||[],gtag("js",new Date),gtag("config","G-ELSZ3SFQ2D")</script> <!-- Citation --> <meta name="citation_title" content="Unveiling Color Dynamics and Value of Andy Warhol's &quot;Shot Marilyns&quot;: A Study on Visual Variations and Perception">             <meta name="citation_author" content="Liu, Hengyuan">
            <meta name="citation_author" content="Yuan, Li">
            <meta name="citation_author" content="Mo, Kathy">
            <meta name="citation_author" content="Luo, Xinhui">
            <meta name="citation_author" content="Cheng, Weilin">
            <meta name="citation_author" content="Arenas, Erick"> <meta name="citation_publication_date" content="2024/11/02">
    <meta name="citation_journal_title" content="GitData Archive">
    <meta name="citation_volume" content="2024">
    <meta name="citation_issue" content="11">
    <meta name="citation_gd_archive_id" content="20231224043044"> 
    <meta name="citation_gd_archive_id_version" content="2"> <meta name="citation_pdf_url" content="https://archive.gd.edu.kg/20231224043044/pdf"> <meta name="citation_abstract" content="This study investigates the visual dynamics and value of Andy Warhol’s &quot;Shot Marilyns&quot; series through the innovative application of statistical techniques, including entropy, K-Means clustering, and K-Nearest Neighbors, alongside traditional analytical methods. This approach provides a comprehensive analysis of color distribution, regional variation, and the overall value of the masterpiece. The results reveal significant inter-painting variations and uncover intricate color dependencies that challenge assumptions of uniformity. Furthermore, the restoration of the damaged region in &quot;Blue Marilyn&quot; highlights the complexity of Warhol's color choices and contributes to the ongoing discussion about the potential value of the series. These findings offer new insights into Warhol’s aesthetic decisions, deepening our understanding of the role of color perception in contemporary art."> <!-- Google / Search Engine Tags --> <meta itemprop="name" content="Unveiling Color Dynamics and Value of Andy Warhol's &quot;Shot Marilyns&quot;: A Study on Visual Variations and Perception"> <meta name="description" content="This study investigates the visual dynamics and value of Andy Warhol’s &quot;Shot Marilyns&quot; series through the innovative application of statistical techniques, including entropy, K-Means clustering, and K-Nearest Neighbors, alongside traditional analytical methods. This approach provides a comprehensive analysis of color distribution, regional variation, and the overall value of the masterpiece. The results reveal significant inter-painting variations and uncover intricate color dependencies that challenge assumptions of uniformity. Furthermore, the restoration of the damaged region in &quot;Blue Marilyn&quot; highlights the complexity of Warhol's color choices and contributes to the ongoing discussion about the potential value of the series. These findings offer new insights into Warhol’s aesthetic decisions, deepening our understanding of the role of color perception in contemporary art."> <meta itemprop="image" content="https://archive.gd.edu.kg/assets/bg.jpg"> <!-- Facebook Meta Tags --> <meta property="og:url" content="https://archive.gd.edu.kg/20231224043044/"> <meta property="og:type" content="website"> <meta property="og:title" content="Unveiling Color Dynamics and Value of Andy Warhol's &quot;Shot Marilyns&quot;: A Study on Visual Variations and Perception"> <meta property="og:description" content="This study investigates the visual dynamics and value of Andy Warhol’s &quot;Shot Marilyns&quot; series through the innovative application of statistical techniques, including entropy, K-Means clustering, and K-Nearest Neighbors, alongside traditional analytical methods. This approach provides a comprehensive analysis of color distribution, regional variation, and the overall value of the masterpiece. The results reveal significant inter-painting variations and uncover intricate color dependencies that challenge assumptions of uniformity. Furthermore, the restoration of the damaged region in &quot;Blue Marilyn&quot; highlights the complexity of Warhol's color choices and contributes to the ongoing discussion about the potential value of the series. These findings offer new insights into Warhol’s aesthetic decisions, deepening our understanding of the role of color perception in contemporary art."> <meta property="og:image" content="https://archive.gd.edu.kg/assets/bg.jpg"> <!-- Twitter Meta Tags --> <meta name="twitter:card" content="summary_large_image"> <meta name="twitter:title" content="Unveiling Color Dynamics and Value of Andy Warhol's &quot;Shot Marilyns&quot;: A Study on Visual Variations and Perception"> <meta name="twitter:description" content="This study investigates the visual dynamics and value of Andy Warhol’s &quot;Shot Marilyns&quot; series through the innovative application of statistical techniques, including entropy, K-Means clustering, and K-Nearest Neighbors, alongside traditional analytical methods. This approach provides a comprehensive analysis of color distribution, regional variation, and the overall value of the masterpiece. The results reveal significant inter-painting variations and uncover intricate color dependencies that challenge assumptions of uniformity. Furthermore, the restoration of the damaged region in &quot;Blue Marilyn&quot; highlights the complexity of Warhol's color choices and contributes to the ongoing discussion about the potential value of the series. These findings offer new insights into Warhol’s aesthetic decisions, deepening our understanding of the role of color perception in contemporary art."> <meta name="twitter:image" content="https://archive.gd.edu.kg/assets/bg.jpg"> </head> <body class="pdfobject-container"><iframe class="pdfobject" title="Embedded PDF" src="https://archive.gd.edu.kg/20231224043044/v2.pdf" allow="fullscreen" style="border: none; position: absolute; inset: 0px; width: 100%; height: 100%;"></iframe> <script defer="" src="https://static.cloudflareinsights.com/beacon.min.js/vcd15cbe7772f49c399c6a5babf22c1241717689176015" integrity="sha512-ZpsOmlRQV6y907TI0dKBHq9Md29nnaEIPlkf84rnaERnq6zvWvPUqr2ft8M1aS28oN72PdrCzSjY4U6VaAw1EQ==" data-cf-beacon="{&quot;rayId&quot;:&quot;8f3de9e258902154&quot;,&quot;version&quot;:&quot;2024.10.5&quot;,&quot;r&quot;:1,&quot;serverTiming&quot;:{&quot;name&quot;:{&quot;cfExtPri&quot;:true,&quot;cfL4&quot;:true,&quot;cfSpeedBrain&quot;:true,&quot;cfCacheStatus&quot;:true}},&quot;token&quot;:&quot;e255c5fb9a754434ba2354caa2d83484&quot;,&quot;b&quot;:1}" crossorigin="anonymous"></script>
 
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