{"id":6005,"date":"2025-01-10T04:12:00","date_gmt":"2025-01-09T19:12:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6005"},"modified":"2025-01-10T04:12:00","modified_gmt":"2025-01-09T19:12:00","slug":"how-panel-layouts-define-manga-insights-from-visual-ablation-experiments","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6005","title":{"rendered":"How Panel Layouts Define Manga: Insights from Visual Ablation Experiments"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>How Panel Layouts Define Manga: Insights from Visual Ablation Experiments\u00a0<\/strong>[24.4]<br>\u672c\u7a3f\u3067\u306f,\u30de\u30f3\u30ac\u4f5c\u54c1\u306e\u8996\u899a\u7684\u7279\u5fb4\u3092,\u7279\u306b\u30d1\u30cd\u30eb\u30ec\u30a4\u30a2\u30a6\u30c8\u306e\u7279\u5fb4\u306b\u7740\u76ee\u3057\u3066\u5206\u6790\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3059\u308b\u3002 \u7814\u7a76\u624b\u6cd5\u3068\u3057\u3066,\u30de\u30f3\u30ac\u306e\u30da\u30fc\u30b8\u30a4\u30e1\u30fc\u30b8\u3092\u5165\u529b\u3068\u3057\u3066,\u30de\u30f3\u30ac\u30bf\u30a4\u30c8\u30eb\u4e88\u6e2c\u306e\u305f\u3081\u306e\u6df1\u5c64\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u305f\u3002 \u5177\u4f53\u7684\u306b\u306f,\u30da\u30fc\u30b8\u30a4\u30e1\u30fc\u30b8\u60c5\u5831\u3092\u30d1\u30cd\u30eb\u30d5\u30ec\u30fc\u30e0\u306b\u9650\u5b9a\u3057\u3066\u30a2\u30d6\u30ec\u30fc\u30b7\u30e7\u30f3\u7814\u7a76\u3092\u884c\u3044,\u30d1\u30cd\u30eb\u30ec\u30a4\u30a2\u30a6\u30c8\u306e\u7279\u6027\u3092\u89e3\u6790\u3057\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2412.19141v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2412.19141v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 26 Dec 2024 09:53:37 GMT)<\/li>\n\n\n\n<li>\u30de\u30f3\u30ac\u306e\u30ec\u30a4\u30a2\u30a6\u30c8\u306e\u7279\u6027\u5206\u6790<\/li>\n\n\n\n<li>\u300cThis study used deep learning to explore whether panel page designs in manga vary by work.\u3000Our experiments showed that even without characters and text, panel layouts exhibit inherent uniqueness, serving as a key distinguishing feature for manga.\u3000This was validated through classification tasks and supported by Grad-CAM visualizations.\u300d\u306f\u307e\u3041\u305d\u3046\u3060\u308d\u3046\u3068\u601d\u3046\u3002\u306f\u305f\u3057\u3066Deep\u3092\u4f7f\u3046\u5fc5\u8981\u304c\u3042\u308b\u306e\u304b\u306f\u3084\u3084\u8b0e\u3067\u306f\u3042\u308b\u304c\u3002\u3002\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[526],"class_list":["post-6005","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-526"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6005","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=6005"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6005\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6005"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6005"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6005"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}