{"id":4426,"date":"2019-05-29T17:31:02","date_gmt":"2019-05-29T08:31:02","guid":{"rendered":"https:\/\/mtstlab.org\/?p=4426"},"modified":"2019-05-31T11:00:08","modified_gmt":"2019-05-31T02:00:08","slug":"mmm2019%e3%81%ab%e3%81%a6%e7%99%ba%e8%a1%a8%e3%81%97%e3%81%be%e3%81%97%e3%81%9f%e6%9c%b4","status":"publish","type":"post","link":"https:\/\/mtstlab.org\/?p=4426","title":{"rendered":"MMM2019\u306b\u3066\u767a\u8868\u3057\u307e\u3057\u305f(\u6734)"},"content":{"rendered":"<p>\u3053\u3093\u306b\u3061\u306f\u3001D1\u306e\u6734\u3067\u3059\u3002<\/p>\n<p>1\u67088\u301c11\u65e5\u306b\u30ae\u30ea\u30b7\u30e3\u306e\u30c6\u30c3\u30b5\u30ed\u30cb\u30ad\u3067\u884c\u308f\u308c\u305f\u300125th International Conference on MultiMedia Modeling (MMM 2019) \u306b\u3066\u4e0b\u8a18\u306e\u5185\u5bb9\u3067\u3001\u53e3\u982d\u767a\u8868\u3092\u884c\u3044\u307e\u3057\u305f\uff0e<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mtstlab.org\/wp-content\/uploads\/2019\/05\/pakture3-300x225.jpg\" alt=\"\" width=\"300\" height=\"225\" class=\"aligncenter size-medium wp-image-4430\" srcset=\"https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2019\/05\/pakture3-300x225.jpg 300w, https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2019\/05\/pakture3-768x576.jpg 768w, https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2019\/05\/pakture3-1024x768.jpg 1024w, https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2019\/05\/pakture3-618x464.jpg 618w, https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2019\/05\/pakture3.jpg 2048w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<h2>\u767a\u8868\u5185\u5bb9<\/h2>\n<p>Estimating Comic Content from The Book Cover Information Using Fine-Tuned VGG Model<br \/>\n\u25cbByeongseon Park, Mitsunori Matsushita\uff08Kansai University\uff09<\/p>\n<p>[\u767a\u8868\u6982\u8981]<br \/>\n\u5f93\u6765\uff0c\u30b3\u30df\u30c3\u30af\u306e\u5185\u5bb9\u3092\u628a\u63e1\u3059\u308b\u305f\u3081\u306e\u30ea\u30bd\u30fc\u30b9\u306b\u306f\uff0c\u30b3\u30df\u30c3\u30af\u305d\u306e\u3082\u306e\u3084\u30ec\u30d3\u30e5\u30fc\u304b\u3089\u62bd\u51fa\u3067\u304d\u308b\u60c5\u5831\u304c\u7528\u3044\u3089\u308c\u3066\u304d\u307e\u3057\u305f\uff0e\u3057\u304b\u3057\uff0c\u3053\u308c\u3089\u306e\u30ea\u30bd\u30fc\u30b9\u306f\u30c6\u30ad\u30b9\u30c8\u3084\u753b\u50cf\u304c\u6df7\u4ea4\u3057\u3066\u3044\u308b\u305f\u3081\u306b\u8a73\u7d30\u306a\u5206\u6790\u304c\u96e3\u3057\u304f\uff0c\u62bd\u51fa\u3067\u304d\u308b\u60c5\u5831\u306b\u504f\u308a\u304c\u3042\u308b\u3068\u3044\u3063\u305f\u554f\u984c\u304c\u3042\u308a\u307e\u3057\u305f\uff0e\u3053\u306e\u554f\u984c\u3092\u89e3\u6d88\u3059\u308b\u305f\u3081\uff0c\u672c\u7a3f\u3067\u306f\u30b3\u30df\u30c3\u30af\u306e\u8868\u7d19\u306b\u7740\u76ee\u3057\uff0c\u8868\u7d19\u304b\u3089\u691c\u7d22\u306b\u5229\u7528\u53ef\u80fd\u306a\u60c5\u5831\u3092\u62bd\u51fa\u3057\u307e\u3059\uff0e\u63d0\u6848\u624b\u6cd5\u3067\u306f\uff0c VGG-16 \u30e2\u30c7\u30eb\u306b Fine-Tuning \u3092\u884c\u3063\u305f\u63a8\u8ad6\u30e2\u30c7\u30eb\u3092\u7528\u3044\u3066\uff0c\u8868\u7d19\u306b\u63cf\u304b\u308c\u305f\u4f5c\u54c1\u306e\u4e16\u754c\u89b3\u3092\u63a8\u5b9a\u3057\u307e\u3057\u305f\uff0e\u66f4\u306b\uff0c\u5f97\u3089\u308c\u305f\u610f\u5473\u30d9\u30af\u30c8\u30eb\u3084\u30bf\u30b0\u306b\u57fa\u3065\u304d\u5404\u30b3\u30df\u30c3\u30af\u3092\u95a2\u9023\u3065\u3051\u307e\u3057\u305f\uff0e\u5b9f\u9a13\u306e\u7d50\u679c\uff0c\u63a8\u8ad6\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u306f 0.69 \u3067\u3042\u308a\uff0c\u95a2\u9023\u4ed8\u3051\u3089\u308c\u305f\u30b3\u30df\u30c3\u30af\u306b\u306f\u6642\u4ee3\u3084\u6587\u5316\u7684\u80cc\u666f\u306e\u985e\u4f3c\u6027\u304c\u793a\u5506\u3055\u308c\u307e\u3057\u305f\uff0e<\/p>\n<p>[\u8ad6\u6587\u60c5\u5831]<br \/>\n<a href=\"https:\/\/www.springerprofessional.de\/en\/estimating-comic-content-from-the-book-cover-information-using-f\/16354212\">https:\/\/www.springerprofessional.de\/en\/estimating-comic-content-from-the-book-cover-information-using-f\/16354212<\/a><\/p>\n<h2>\u611f\u60f3<\/h2>\n<p>\u4eca\u56de\u306f\u3001\u5358\u8eab\u3067\u306e\u6e21\u822a\u3068\u306a\u3063\u305f\u306e\u3067\u3059\u304c\u3001\u5b50\u4f9b\u306e\u9803\u304b\u3089\u7d75\u672c\u3067\u63a5\u3057\u3066\u304d\u305f\u30ae\u30ea\u30b7\u30e3\u795e\u8a71\u306e\u821e\u53f0\u306b\u884c\u3051\u308b\u3068\u601d\u3046\u3068\u671f\u5f85\u304c\u6e67\u3044\u3066\u4ed5\u65b9\u304c\u3042\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u9577\u3044\u30d5\u30e9\u30a4\u30c8\u3092\u7d4c\u3066\u305f\u3069\u308a\u7740\u3044\u305f\u30ae\u30ea\u30b7\u30e3\u306f\u3001\u96ea\u3067\u771f\u3063\u767d\u306b\u5857\u308a\u3064\u3076\u3055\u308c\u3068\u3066\u3082\u7dba\u9e97\u3067\u3057\u305f\u3002\u6559\u79d1\u66f8\u3067\u3057\u304b\u307f\u305f\u3053\u3068\u3068\u306e\u306a\u3044\u5efa\u7269\u3084\u77f3\u50cf\u304c\u8857\u306b\u6eb6\u3051\u8fbc\u307e\u308c\u3066\u3044\u3066\u3001\u3069\u3053\u3092\u884c\u3063\u3066\u3082\u535a\u7269\u9928\u3092\u6b69\u304f\u3088\u3046\u3067\u3068\u3066\u3082\u8208\u5473\u6df1\u304b\u3063\u305f\u3067\u3059\u3002<\/p>\n<p>\u4f1a\u8b70\u3082\u307e\u305f\u3001\u65e5\u672c\u3084\u4e2d\u56fd\u3068\u3044\u3063\u305f\u30a2\u30b8\u30a2\u570f\u306e\u56fd\u3088\u308a\u3082\u5317\u7c73\u30fb\u30e8\u30fc\u30ed\u30c3\u30d1\u570f\u306e\u53c2\u52a0\u8005\u304c\u591a\u3044\u5b66\u4f1a\u306f\u521d\u3081\u3066\u3060\u3063\u305f\u306e\u3067\u3001\u4f1a\u5834\u306e\u96f0\u56f2\u6c17\u3082\u6253\u3063\u3066\u5909\u308f\u3063\u3066\u3068\u3066\u3082\u65b0\u9bae\u3067\u3057\u305f\u3002\u767a\u8868\u5185\u5bb9\u304c\u8208\u5473\u6df1\u3044\u3053\u3068\u306f\u3082\u3061\u308d\u3093\u3001\u61c7\u89aa\u4f1a\u306a\u3069\u3067\u306e\u8b70\u8ad6\u3067\u306f\u4eca\u307e\u3067\u805e\u3051\u306a\u304b\u3063\u305f\u89b3\u70b9\u3067\u306e\u610f\u898b\u304c\u805e\u3051\u3066\u3068\u3066\u3082\u6709\u610f\u7fa9\u3060\u3063\u305f\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mtstlab.org\/wp-content\/uploads\/2019\/05\/pacture2-300x225.png\" alt=\"\" width=\"300\" height=\"225\" class=\"alignnone size-medium wp-image-4436\" srcset=\"https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2019\/05\/pacture2-300x225.png 300w, https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2019\/05\/pacture2-768x576.png 768w, https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2019\/05\/pacture2-618x464.png 618w, https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2019\/05\/pacture2.png 900w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mtstlab.org\/wp-content\/uploads\/2019\/05\/pacture1-225x300.png\" alt=\"\" width=\"225\" height=\"300\" class=\"alignnone size-medium wp-image-4435\" srcset=\"https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2019\/05\/pacture1-225x300.png 225w, https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2019\/05\/pacture1-618x824.png 618w, https:\/\/mtstlab.org\/wp\/wp-content\/uploads\/2019\/05\/pacture1.png 675w\" sizes=\"auto, (max-width: 225px) 100vw, 225px\" \/><\/p>\n<p>\uff08\u6587\u8cac\uff1a7\u671f \u6734\u70b3\u5ba3\uff09<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u3053\u3093\u306b\u3061\u306f\u3001D1\u306e\u6734\u3067\u3059\u3002 1\u67088\u301c11\u65e5\u306b\u30ae\u30ea\u30b7\u30e3\u306e\u30c6\u30c3\u30b5\u30ed\u30cb\u30ad\u3067\u884c\u308f\u308c\u305f\u300125th International Conference on MultiMedia Modeling (MMM 2019) \u306b\u3066\u4e0b\u8a18\u306e\u5185\u5bb9<a href=\"https:\/\/mtstlab.org\/?p=4426\">&#8230; \u7d9a\u304d\u3092\u8aad\u3080 ><\/a><\/p>\n","protected":false},"author":1,"featured_media":4430,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"ngg_post_thumbnail":0,"footnotes":""},"categories":[58,12],"tags":[],"class_list":["post-4426","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-58","category-12"],"_links":{"self":[{"href":"https:\/\/mtstlab.org\/index.php?rest_route=\/wp\/v2\/posts\/4426","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mtstlab.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mtstlab.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mtstlab.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mtstlab.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=4426"}],"version-history":[{"count":15,"href":"https:\/\/mtstlab.org\/index.php?rest_route=\/wp\/v2\/posts\/4426\/revisions"}],"predecessor-version":[{"id":4455,"href":"https:\/\/mtstlab.org\/index.php?rest_route=\/wp\/v2\/posts\/4426\/revisions\/4455"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mtstlab.org\/index.php?rest_route=\/wp\/v2\/media\/4430"}],"wp:attachment":[{"href":"https:\/\/mtstlab.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4426"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mtstlab.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4426"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mtstlab.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4426"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}