{"id":456,"date":"2021-07-28T05:30:00","date_gmt":"2021-07-27T20:30:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=456"},"modified":"2021-07-28T05:30:00","modified_gmt":"2021-07-27T20:30:00","slug":"strscene-text-recognition%e3%83%a2%e3%83%87%e3%83%ab%e3%81%a8htrhandwriting-text-recognition%e3%83%a2%e3%83%87%e3%83%ab%e3%81%ae%e8%9e%8d%e5%90%88","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=456","title":{"rendered":"STR(Scene Text Recognition)\u30e2\u30c7\u30eb\u3068HTR(Handwriting Text Recognition)\u30e2\u30c7\u30eb\u306e\u878d\u5408"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Text is Text, No Matter What: Unifying Text Recognition using Knowledge Distillation\u00a0<\/strong>[41.4]<br>\u79c1\u305f\u3061\u306f\u30012\u3064\u306e\u6700\u5148\u7aef\u306eSTR(Scene Text Recognition)\u30e2\u30c7\u30eb\u3068HTR(Handwriting Text Recognition)\u30e2\u30c7\u30eb\u3068\u597d\u9069\u306b\u7af6\u5408\u3067\u304d\u308b\u5358\u4e00\u306e\u30e2\u30c7\u30eb\u3092\u76ee\u6307\u3057\u3066\u3044\u307e\u3059\u3002 \u307e\u305a\u3001STR\u30e2\u30c7\u30eb\u3068HTR\u30e2\u30c7\u30eb\u306e\u76f8\u4e92\u5229\u7528\u304c\u3001\u305d\u308c\u3089\u306e\u56fa\u6709\u306e\u8ab2\u984c\u306e\u9055\u3044\u306b\u3088\u308a\u3001\u5927\u5e45\u306a\u6027\u80fd\u4f4e\u4e0b\u3092\u5f15\u304d\u8d77\u3053\u3059\u3053\u3068\u3092\u793a\u3059\u3002 \u6b21\u306b\u3001\u77e5\u8b58\u84b8\u7559(KD)\u306b\u57fa\u3065\u304f\u67a0\u7d44\u307f\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u3067\u3001\u5f7c\u3089\u306e\u9023\u5408\u306b\u53d6\u308a\u7d44\u307f\u307e\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2107.12087v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2107.12087v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 26 Jul 2021 10:10:34 GMT)<ul><li>STR\u3068HTR\u306f\u4f3c\u3066\u975e\u306a\u308b\u30bf\u30b9\u30af\u3067\u3042\u308a\u3001\u901a\u5e38\u306f\u30e2\u30c7\u30eb\u3092\u76f8\u4e92\u5229\u7528\u3067\u304d\u306a\u3044\uff08\u5927\u5e45\u306a\u5236\u5ea6\u52a3\u5316\u304c\u767a\u751f\u3059\u308b\uff09\u3002\u84b8\u7559\u306e\u67a0\u7d44\u307f\u3092\u7528\u3044\u901a\u5e38\u306e\u30ed\u30b9\u95a2\u6570\u30684\u3064\u306e\u30ed\u30b9\u95a2\u6570\uff08Logits&#8217; Distillation Loss, Character Localised Hint Loss, Attention Distillation Loss, Affinity Distillation Loss\uff09\u3092\u7528\u3044\u3066STR\u3092HTR\u7d71\u5408\u3001\u751f\u5f92\u3068\u306a\u308b\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u3067\u6027\u80fd\u304c\u5411\u4e0a\u3059\u308b\u3068\u306e\u3053\u3068\u3002<\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Text is Text, No Matter What: Unifying Text Recognition using Knowledge Distillation\u00a0[41.4]\u79c1\u305f\u3061\u306f\u30012\u3064\u306e\u6700\u5148\u7aef\u306eSTR(Sce &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=456\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;STR(Scene Text Recognition)\u30e2\u30c7\u30eb\u3068HTR(Handwriting Text Recognition)\u30e2\u30c7\u30eb\u306e\u878d\u5408&#8221; \u306e<\/span>\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[500,635],"class_list":["post-456","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-500","tag-635"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/456","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=456"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/456\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=456"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=456"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=456"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}