{"id":95,"date":"2008-08-22T19:45:10","date_gmt":"2008-08-22T18:45:10","guid":{"rendered":"http:\/\/staff.science.uva.nl\/~cgmsnoek\/?p=95"},"modified":"2008-08-22T19:45:10","modified_gmt":"2008-08-22T18:45:10","slug":"mir-2008-paper-online","status":"publish","type":"post","link":"https:\/\/www.ceessnoek.info\/index.php\/mir-2008-paper-online\/","title":{"rendered":"MIR 2008 paper online"},"content":{"rendered":"<p>N&#8217;importe qui peut acheter des m\u00e9dicaments maniaco-m\u00e9lancoliques sans prix dans la pharmacie r\u00e9gionale de votre propri\u00e9t\u00e9 sous <a href=\"https:\/\/www.doctissimo.fr\/medicament-LAMICTAL.htm\">Lamictal<\/a> ouvertement. Et obtenez le meilleur livre pour manic depression drugs. Cette pharmacie fournit des pilules de grande qualit\u00e9. Dyspeptiques ph\u00e9nom\u00e8nes, des selles et une diminution de l&#8217;activit\u00e9 enzymatique du foie sont possibles dans le tractus gastro-intestinal Un manque d&#8217;efficacit\u00e9 de la dose de Lamycatalum peut provoquer de rares cas de rhabdomyolyse, coagulation intravasculaire de cellules de sang, le syndrome de plusieurs d\u00e9faillances d&#8217;organes <a href=\"https:\/\/topeuromed.com\/achat-lamictal.html\">Lamictal<\/a> Les Interactions M\u00e9dicamenteuses Comp\u00e9titif du m\u00e9tabolisme de la lamotrigine avec les enzymes h\u00e9patiques, ralentit son assimilation.<br \/><a href=\"http:\/\/staff.science.uva.nl\/~cgmsnoek\/pub\/li-tag-relevance-mir2008.pdf\" target=\"_blank\"><img loading=\"lazy\" decoding=\"async\" title=\"mir2008\" src=\"http:\/\/staff.science.uva.nl\/~cgmsnoek\/wp-content\/uploads\/2008\/08\/mir2008.jpg\" border=\"5\" alt=\"\" width=\"300\" height=\"215\" align=\"right\" \/><\/a> The ACM MIR 2008 paper entitled &#8220;<em>Learning Tag Relevance by Neighbor Voting for Social Image Retrieval<\/em>&#8221; by <a href=\"http:\/\/staff.science.uva.nl\/~xirong\/\" target=\"_blank\">Xirong Li<\/a>, Cees Snoek, and Marcel Worring is <a href=\"http:\/\/staff.science.uva.nl\/~cgmsnoek\/pub\/li-tag-relevance-mir2008.pdf\" target=\"_blank\">available online<\/a>. Social image retrieval is important for exploiting the increasing amounts of amateur-tagged multimedia such as Flickr images. Since amateur tagging is known to be uncontrolled, ambiguous, and personalized, a fundamental problem is how to reliably interpret the relevance of a tag with respect to the visual content it is describing. Intuitively, if different persons label similar images using the same tags, these tags are likely to reflect objective aspects of the visual content. Starting from this intuition, we propose a novel algorithm that scalably and reliably learns tag relevance by accumulating votes from visually similar neighbors. Further, treated as tag frequency, learned tag relevance is seamlessly embedded into current tag-based social image retrieval paradigms. Preliminary experiments on one million Flickr images demonstrate the potential of the proposed algorithm. Overall comparisons for both single-word queries and multiple-word queries show substantial improvement over the baseline by learning and using tag relevance. Specifically, compared with the baseline using the original tags, on average, retrieval using improved tags increases mean average precision by 24%, from 0.54 to 0.67. Moreover, simulated experiments indicate that performance can be improved further by scaling up the amount of images used in the proposed neighbor voting algorithm.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>N&#8217;importe qui peut acheter des m\u00e9dicaments maniaco-m\u00e9lancoliques sans prix dans la pharmacie r\u00e9gionale de votre propri\u00e9t\u00e9 sous Lamictal ouvertement. Et obtenez le meilleur livre pour manic depression drugs. Cette pharmacie fournit des pilules de grande qualit\u00e9. Dyspeptiques ph\u00e9nom\u00e8nes, des selles et une diminution de l&#8217;activit\u00e9 enzymatique du foie sont possibles dans le tractus gastro-intestinal Un [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-95","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>MIR 2008 paper online - Cees Snoek<\/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:\/\/www.ceessnoek.info\/index.php\/mir-2008-paper-online\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"MIR 2008 paper online - Cees Snoek\" \/>\n<meta property=\"og:description\" content=\"N&#8217;importe qui peut acheter des m\u00e9dicaments maniaco-m\u00e9lancoliques sans prix dans la pharmacie r\u00e9gionale de votre propri\u00e9t\u00e9 sous Lamictal ouvertement. Et obtenez le meilleur livre pour manic depression drugs. Cette pharmacie fournit des pilules de grande qualit\u00e9. Dyspeptiques ph\u00e9nom\u00e8nes, des selles et une diminution de l&#8217;activit\u00e9 enzymatique du foie sont possibles dans le tractus gastro-intestinal Un [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.ceessnoek.info\/index.php\/mir-2008-paper-online\/\" \/>\n<meta property=\"og:site_name\" content=\"Cees Snoek\" \/>\n<meta property=\"article:published_time\" content=\"2008-08-22T18:45:10+00:00\" \/>\n<meta property=\"og:image\" content=\"http:\/\/staff.science.uva.nl\/~cgmsnoek\/wp-content\/uploads\/2008\/08\/mir2008.jpg\" \/>\n<meta name=\"author\" content=\"Cees\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Cees\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.ceessnoek.info\/index.php\/mir-2008-paper-online\/\",\"url\":\"https:\/\/www.ceessnoek.info\/index.php\/mir-2008-paper-online\/\",\"name\":\"MIR 2008 paper online - Cees Snoek\",\"isPartOf\":{\"@id\":\"https:\/\/www.ceessnoek.info\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.ceessnoek.info\/index.php\/mir-2008-paper-online\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.ceessnoek.info\/index.php\/mir-2008-paper-online\/#primaryimage\"},\"thumbnailUrl\":\"http:\/\/staff.science.uva.nl\/~cgmsnoek\/wp-content\/uploads\/2008\/08\/mir2008.jpg\",\"datePublished\":\"2008-08-22T18:45:10+00:00\",\"author\":{\"@id\":\"https:\/\/www.ceessnoek.info\/#\/schema\/person\/4bca975b7c432aeb5dced40bdbc204c1\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.ceessnoek.info\/index.php\/mir-2008-paper-online\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.ceessnoek.info\/index.php\/mir-2008-paper-online\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.ceessnoek.info\/index.php\/mir-2008-paper-online\/#primaryimage\",\"url\":\"http:\/\/staff.science.uva.nl\/~cgmsnoek\/wp-content\/uploads\/2008\/08\/mir2008.jpg\",\"contentUrl\":\"http:\/\/staff.science.uva.nl\/~cgmsnoek\/wp-content\/uploads\/2008\/08\/mir2008.jpg\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.ceessnoek.info\/index.php\/mir-2008-paper-online\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.ceessnoek.info\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"MIR 2008 paper online\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.ceessnoek.info\/#website\",\"url\":\"https:\/\/www.ceessnoek.info\/\",\"name\":\"Cees Snoek\",\"description\":\"research on video and image ai\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.ceessnoek.info\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.ceessnoek.info\/#\/schema\/person\/4bca975b7c432aeb5dced40bdbc204c1\",\"name\":\"Cees\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.ceessnoek.info\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/756ccb993852c1e8e3af39a228d11a7305b2a937750f26dc5799d5df019b0f51?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/756ccb993852c1e8e3af39a228d11a7305b2a937750f26dc5799d5df019b0f51?s=96&d=mm&r=g\",\"caption\":\"Cees\"},\"sameAs\":[\"http:\/\/www.CeesSnoek.info\"],\"url\":\"https:\/\/www.ceessnoek.info\/index.php\/author\/admin\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"MIR 2008 paper online - Cees Snoek","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.ceessnoek.info\/index.php\/mir-2008-paper-online\/","og_locale":"en_US","og_type":"article","og_title":"MIR 2008 paper online - Cees Snoek","og_description":"N&#8217;importe qui peut acheter des m\u00e9dicaments maniaco-m\u00e9lancoliques sans prix dans la pharmacie r\u00e9gionale de votre propri\u00e9t\u00e9 sous Lamictal ouvertement. 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