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id="content"> <div class="page-title hu-pad group"> <h1>Presentation</h1> </div> <div class="hu-pad group"> <article class="group post-25 page type-page status-publish hentry"> <div class="entry themeform"> <p>The VHS project proposes a new approach to the historical study of the circulation of scientific knowledge based on new methods of illustration analysis. Thanks to the recent developments in AI, and Computer Vision, the aim is to design a new analysis tool based on the study of the evolution and transformation of images in illustrated scientific corpora from the Middle Ages and the modern period. </p> <p>To this end, we will develop unsupervised or weakly supervised learning methods that will allow us to carry out large-scale automatic searches adapted to these corpora, based on the detection of iconographic similarities (between images, in order to identify the copying and borrowing processes, in particular) and textual similarities (between images and captions or associated texts, in order to identify, e.g., different images describing similar textual content). These methods will provide historians with new associations of illustrations and possible relationships (inter-iconic and/or inter-textual), the analysis of which will allow to conduct new works and initiate new dynamics of study on the role of image in construction and diffusion of scientific knowledge processes.</p> <p>The project brings together three recognized partners (the Digital Humanities team of the Institut des Sciences du Calcul et des Données at Sorbonne University; the Monde Byzantin team from the Orient & Méditerranée laboratory (UMR 8167); the Imagine team from the Gaspard Monge Computer Science Laboratory at École des Ponts ParisTech (ENPC)) which brings together specialists in History of Science, scientific illustration, Computer Vision and Deep Learning.</p> <nav class="pagination group"> </nav> <div class="clear"></div> </div> </article> </div> </main> <div class="sidebar s1 collapsed" data-position="left" data-layout="col-3cm" data-sb-id="s1"> <button class="sidebar-toggle" title="Expand Sidebar"><i class="fas sidebar-toggle-arrows"></i></button> <div class="sidebar-content"> <div class="sidebar-top group"> <p>Follow:</p> <ul class="social-links"><li><a rel="nofollow noopener noreferrer" class="social-tooltip" title="Follow us on Twitter" aria-label="Follow us on Twitter" href="https://twitter.com/ProjetVhs" target="_blank" style="color:#f4f4f4"><i class="fab fa-twitter"></i></a></li></ul> </div> <div id="custom_html-5" class="widget_text widget widget_custom_html"><div class="textwidget custom-html-widget"><p> VHS is an interdisciplinary research project bringing together specialists in History of Science and Computer Vision to develop a new approach in the historical analysis of the circulation of scientific knowledge and the development of a visual scientific thought from the Middle Ages to the modern era, based on new methods of illustration analysis. </p> <p> This approach meets three converging ambitions: (1) the design of an innovative digital tool to perform large-scale diachronic and transversal analyses of illustrations in medieval manuscript collections and modern encyclopaedias and treatises; (2) the development, within this framework, of new methods of Deep Learning, using little or no human supervision, which will lead to the constitution of iconographic series that can be interpreted by historians; (3) the analysis (thanks to the results obtained) of the iconographic evolution and illustration transformation modalities, for a renewed study of the place and role of image in the circulation of scientific knowledge. </p> <p> This research notebook presents the main goals and aspects of the project. It will provide regular updates on the progress of our work and the results obtained. </p></div></div><div id="search-1" class="widget widget_search"><form role="search" method="get" class="search-form" action="https://vhs.hypotheses.org/"> <label> <span class="screen-reader-text">Search for:</span> <input type="search" class="search-field" placeholder="Search …" value="" name="s" /> </label> <input type="submit" class="search-submit" value="Search" /> </form></div><div id="custom_html-3" class="widget_text widget widget_custom_html"><h3 class="widget-title">Links</h3><div class="textwidget custom-html-widget"><p> <a href="https://iscdweb.dsi.upmc.fr/research/incubated-teams/digital-humanities/">Digital Humanities team of the Institut de sciences du calcul et des données (ISCD, Sorbonne University)</a> </p> <p> <a href="https://imagine-lab.enpc.fr/">Imagine, Research Group in Computer Vision, Machine Learning and Optimization (LIGM, ENPC)</a> </p> <p> <a href="https://www.orient-mediterranee.com/spip.php?rubrique474/">“Monde byzantin” team of the Orient & Méditerranée laboratory (UMR 8167)</a> </p> <p><a href="https://www.lip6.fr/?LANG=en">LIP6, Laboratoire de recherche en informatique (CNRS, Sorbonne University)</a></p> <p><a href="http://enccre.academie-sciences.fr/encyclopedie/">Collaborative and CRitique Digital Edition of the Encyclopedia of Diderot and D'Alembert (ENCCRE)</a></p> </div></div> </div> </div> <div class="sidebar s2 collapsed" data-position="right" data-layout="col-3cm" data-sb-id="s2"> <button class="sidebar-toggle" title="Expand Sidebar"><i class="fas sidebar-toggle-arrows"></i></button> <div class="sidebar-content"> <div class="sidebar-top group"> <p>More</p> </div> <div id="linkcat-0" class="widget widget_links"><h3 class="widget-title">Bookmarks</h3> <ul class='xoxo blogroll'> <li><a href="https://www.orient-mediterranee.com/spip.php?rubrique474" rel="noopener" target="_blank">“Monde byzantin” team of the Orient & Méditerranée laboratory (UMR 8167)</a></li> <li><a href="https://iscdweb.dsi.upmc.fr/research/incubated-teams/digital-humanities/" rel="noopener" target="_blank">Digital Humanities team of the Institut de sciences du calcul et des données (ISCD)</a></li> <li><a href="https://imagine-lab.enpc.fr/" rel="noopener" target="_blank">Imagine, Research Group in Computer Vision, Machine Learning and Optimization (LIGM, ENPC)</a></li> </ul> </div> </div> </div> </div> </div> </div> </div> <footer id="footer"> <section class="container" id="footer-widgets"> <div class="container-inner"> <div class="hu-pad group"> <div class="footer-widget-1 grid one-fourth "> <div id="media_image-5" class="widget widget_media_image"><a href="https://anr.fr"><img width="210" height="80" src="https://vhs.hypotheses.org/files/2022/01/Logo_ANR-300x114.jpg" class="image wp-image-261 attachment-210x80 size-210x80" alt="" style="max-width: 100%; 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