{"id":81981,"date":"2025-09-08T11:00:14","date_gmt":"2025-09-08T02:00:14","guid":{"rendered":"https:\/\/www.waseda.jp\/inst\/research\/?p=81981"},"modified":"2025-09-05T16:25:36","modified_gmt":"2025-09-05T07:25:36","slug":"%e8%a1%a8%e6%83%85%e3%81%a7%e3%81%86%e3%81%a4%e3%83%aa%e3%82%b9%e3%82%af%e3%82%92%e6%97%a9%e6%9c%9f%e7%99%ba%e8%a6%8b","status":"publish","type":"post","link":"https:\/\/www.waseda.jp\/inst\/research\/news\/81981","title":{"rendered":"\u8868\u60c5\u3067\u3046\u3064\u30ea\u30b9\u30af\u3092\u65e9\u671f\u767a\u898b"},"content":{"rendered":"<h2 style=\"text-align: center;\">\u8868\u60c5\u3067\u3046\u3064\u30ea\u30b9\u30af\u3092\u65e9\u671f\u767a\u898b<br \/>\n\uff5e\u3046\u3064\u75c5\u4e88\u5099\u7fa4\u306e\u8868\u60c5\u306b\u7279\u5fb4\u7684\u306a\u5909\u5316\u3092\u767a\u898b\u3001AI\u306b\u3088\u308b\u5ba2\u89b3\u8a55\u4fa1\u304c\u53ef\u80fd\u306b\uff5e<\/h2>\n<h3>\u30dd\u30a4\u30f3\u30c8<\/h3>\n<ul>\n<li>\u6291\u3046\u3064\u50be\u5411\u3092\u6301\u3064\u82e5\u5e74\u5c64\u306f\u3001\u9854\u306e\u8868\u60c5\u304c\u300c\u8c4a\u304b\u300d\u300c\u81ea\u7136\u300d\u300c\u89aa\u3057\u307f\u3084\u3059\u3044\u300d\u3068\u611f\u3058\u3089\u308c\u306b\u304f\u3044\u50be\u5411\u304c\u3042\u308b\u3002<\/li>\n<li>OpenFace 2.0\u306b\u3088\u308b\u8868\u60c5\u7b4b\uff08Action Units<sup>\u203b1<\/sup>\uff09\u89e3\u6790\u3067\u3001\u76ee\u3068\u53e3\u307e\u308f\u308a\u306e\u7b4b\u8089\u52d5\u4f5c\u306b\u7279\u6709\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u78ba\u8a8d\u3057\u305f\u3002<\/li>\n<li>\u4e3b\u89b3\u7684\u8a55\u4fa1\u3068AI\u306e\u6570\u5024\u5206\u6790\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u533b\u7642\u6a5f\u95a2\u3092\u53d7\u8a3a\u3057\u3066\u3044\u306a\u3044\u4eba\u305f\u3061\u306e\u6291\u3046\u3064\u50be\u5411\u3092\u53ef\u8996\u5316\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u3063\u305f\u3002<\/li>\n<li>\u6291\u3046\u3064\u72b6\u614b\u306e\u65e9\u671f\u767a\u898b\u3092\u53ef\u80fd\u306b\u3057\u3001\u7cbe\u795e\u75be\u60a3\u306e\u4e88\u9632\u3084\u4ecb\u5165\u3092\u3088\u308a\u52b9\u679c\u7684\u306b\u884c\u3046\u3053\u3068\u304c\u671f\u5f85\u3055\u308c\u308b\u3002<\/li>\n<\/ul>\n<h3>\u6982\u8981<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-81985\" src=\"https:\/\/www.waseda.jp\/inst\/research\/assets\/uploads\/2025\/09\/29d3bc99193cb0b837fb8cc53f050ae5.png\" alt=\"\" width=\"1524\" height=\"707\" srcset=\"https:\/\/www.waseda.jp\/inst\/research\/assets\/uploads\/2025\/09\/29d3bc99193cb0b837fb8cc53f050ae5.png 1524w, https:\/\/www.waseda.jp\/inst\/research\/assets\/uploads\/2025\/09\/29d3bc99193cb0b837fb8cc53f050ae5-610x283.png 610w, https:\/\/www.waseda.jp\/inst\/research\/assets\/uploads\/2025\/09\/29d3bc99193cb0b837fb8cc53f050ae5-940x436.png 940w, https:\/\/www.waseda.jp\/inst\/research\/assets\/uploads\/2025\/09\/29d3bc99193cb0b837fb8cc53f050ae5-768x356.png 768w\" sizes=\"auto, (max-width: 1524px) 100vw, 1524px\" \/><\/p>\n<p style=\"text-align: center;\">\u56f31:OpenFace2.0\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306b\u3088\u3063\u3066\u89e3\u6790\u3055\u308c\u305f10\u79d2\u9593\u306e\u81ea\u5df1\u7d39\u4ecb\u52d5\u753b\u306b\u57fa\u3065\u304f<br \/>\n\u5065\u5e38\u7fa4\u304a\u3088\u3073\u30b5\u30d6\u30b9\u30ec\u30c3\u30b7\u30e7\u30eb\u30c9\u3046\u3064\u7fa4\uff08\u3046\u3064\u75c5\u4e88\u5099\u7fa4\uff09\u306e\u9854\u9762\u8868\u60c5\u7b4b\uff08\u30a2\u30af\u30b7\u30e7\u30f3\u30e6\u30cb\u30c3\u30c8\uff09<br \/>\n\u51fa\u73fe\u983b\u5ea6\uff08AU_c\uff09\u3068\u5f37\u5ea6\uff08AU_r\uff09\u306e\u30d7\u30ed\u30d5\u30a1\u30a4\u30eb<\/p>\n<p><a href=\"https:\/\/www.waseda.jp\/fhum\/\" target=\"_blank\" rel=\"noopener\">\u65e9\u7a32\u7530\u5927\u5b66\u4eba\u9593\u79d1\u5b66\u5b66\u8853\u9662<\/a>\u306e<a href=\"https:\/\/w-rdb.waseda.jp\/html\/100001223_ja.html\" target=\"_blank\" rel=\"noopener\">\u6749\u68ee \u7d75\u91cc\u5b50\uff08\u3059\u304e\u3082\u308a \u3048\u308a\u3053\uff09\u51c6\u6559\u6388<\/a>\u3089\u306e\u7814\u7a76\u30b0\u30eb\u30fc\u30d7\u306f\u3001\u3046\u3064\u75c5\u306e\u524d\u99c6\u72b6\u614b\u3068\u3055\u308c\u308b\u300c\u30b5\u30d6\u30b9\u30ec\u30c3\u30b7\u30e7\u30eb\u30c9\u3046\u3064<sup>\u203b2<\/sup>\uff08\u3046\u3064\u75c5\u4e88\u5099\u7fa4\uff09\u300d\u306b\u304a\u3051\u308b\u8868\u60c5\u306e\u5909\u5316\u306b\u3064\u3044\u3066\u300164\u540d\u306e\u65e5\u672c\u4eba\u5927\u5b66\u751f\u306e\u81ea\u5df1\u7d39\u4ecb\u52d5\u753b\u3092\u7528\u3044\u3066\u691c\u8a3c\u3057\u307e\u3057\u305f\u300263\u540d\u306e\u8a55\u4fa1\u8005\u304c\u81ea\u5df1\u7d39\u4ecb\u52d5\u753b\u3092\u8a55\u4fa1\u3057\u305f\u3068\u3053\u308d\u3001\u6291\u3046\u3064\u50be\u5411\u3092\u6301\u3064\u5927\u5b66\u751f\u306e\u8868\u60c5\u306f\u3001\u300c\u8c4a\u304b\u3055\u300d\u300c\u81ea\u7136\u3055\u300d\u300c\u89aa\u3057\u307f\u3084\u3059\u3055\u300d\u300c\u597d\u611f\u5ea6\u300d\u304c\u4f4e\u304f\u8a55\u4fa1\u3055\u308c\u308b\u50be\u5411\u304c\u3042\u308a\u307e\u3057\u305f\uff08\u56f32\uff09\u3002\u3055\u3089\u306b\u3001AI\u8868\u60c5\u89e3\u6790\u30c4\u30fc\u30ebOpenFace 2.0\u3067\u306f\u3001\u7709\u3084\u53e3\u5143\u306b\u95a2\u9023\u3059\u308b\u8868\u60c5\u7b4b\uff08AU01, AU05, AU20, AU25, AU26, AU28\uff09\u306b\u304a\u3044\u3066\u3001\u6291\u3046\u3064\u50be\u5411\u304c\u9ad8\u304f\u306a\u308c\u3070\u306a\u308b\u307b\u3069\u3001\u7709\u3084\u53e3\u5143\u306b\u95a2\u9023\u3059\u308b\u8868\u60c5\u7b4b\u306e\u51fa\u73fe\u983b\u5ea6\u30fb\u5f37\u5ea6\u304c\u9ad8\u304f\u306a\u308b\u3053\u3068\u304c\u793a\u3055\u308c\u307e\u3057\u305f\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u533b\u7642\u6a5f\u95a2\u3092\u53d7\u8a3a\u3057\u3066\u3044\u306a\u3044\u4eba\u305f\u3061\u306e\u3046\u3064\u50be\u5411\u3092\u3001\u8996\u899a\u7684\u304b\u3064\u5ba2\u89b3\u7684\u306b\u691c\u51fa\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-81986\" src=\"https:\/\/www.waseda.jp\/inst\/research\/assets\/uploads\/2025\/09\/cbf5b9f60da99bf791c0aa12a770f429.png\" alt=\"\" width=\"990\" height=\"563\" srcset=\"https:\/\/www.waseda.jp\/inst\/research\/assets\/uploads\/2025\/09\/cbf5b9f60da99bf791c0aa12a770f429.png 990w, https:\/\/www.waseda.jp\/inst\/research\/assets\/uploads\/2025\/09\/cbf5b9f60da99bf791c0aa12a770f429-610x347.png 610w, https:\/\/www.waseda.jp\/inst\/research\/assets\/uploads\/2025\/09\/cbf5b9f60da99bf791c0aa12a770f429-940x535.png 940w, https:\/\/www.waseda.jp\/inst\/research\/assets\/uploads\/2025\/09\/cbf5b9f60da99bf791c0aa12a770f429-768x437.png 768w\" sizes=\"auto, (max-width: 990px) 100vw, 990px\" \/><\/p>\n<p style=\"text-align: center;\">\u56f32:\u5927\u5b66\u751f\u8a55\u4fa1\u8005\u306b\u3088\u308b\u5927\u5b66\u751f\u81ea\u5df1\u7d39\u4ecb\u52d5\u753b\u306b\u304a\u3051\u308b\u9854\u306e\u8a55\u4fa1<\/p>\n<p>\u672c\u7814\u7a76\u6210\u679c\u306f\u30012025\u5e748\u670822\u65e5\u306b\u300eScientific Reports\u300f\u306b\u63b2\u8f09\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n<p>\u30ad\u30fc\u30ef\u30fc\u30c9\uff1a<br \/>\n\u3046\u3064\u75c5\u4e88\u5099\u7fa4\u3001\u9854\u8868\u60c5\u3001\u5370\u8c61\u5f62\u6210\u3001OpenFace 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Action Unit\uff08AU\uff09\uff1a<br \/>\n\u8868\u60c5\u7b4b\u306e\u52d5\u304d\u306b\u5bfe\u5fdc\u3057\u305f\u5206\u985e\u9805\u76ee\u3002OpenFace 2.0\u3067\u306f18\u7a2e\u985e\u3092\u81ea\u52d5\u691c\u51fa<\/p>\n<p>\u203b2\u3000\u30b5\u30d6\u30b9\u30ec\u30c3\u30b7\u30e7\u30eb\u30c9\u3046\u3064\uff1a<br \/>\n\u81e8\u5e8a\u8a3a\u65ad\u57fa\u6e96\u3092\u6e80\u305f\u3055\u306a\u3044\u304c\u3001\u3046\u3064\u75c7\u72b6\u304c\u4e00\u90e8\u8a8d\u3081\u3089\u308c\u308b\u72b6\u614b<\/p>\n<p>\u203b3\u3000BDI-II\uff1a<br \/>\n\u300c\u4eca\u3069\u308c\u304f\u3089\u3044\u6c17\u5206\u304c\u843d\u3061\u8fbc\u3093\u3067\u3044\u308b\u304b\u300d\u3084\u300c\u65e5\u5e38\u751f\u6d3b\u3067\u3069\u308c\u304f\u3089\u3044\u3084\u308b\u6c17\u304c\u51fa\u306a\u3044\u304b\u300d\u306a\u3069\u3001\u3046\u3064\u75c7\u72b6\u306e\u7a0b\u5ea6\u3092\u306f\u304b\u308b\u30a2\u30f3\u30b1\u30fc\u30c8\u5f62\u5f0f\u306e\u30c6\u30b9\u30c8<\/p>\n<h3><strong>\u8ad6\u6587\u60c5\u5831<\/strong><\/h3>\n<p>\u96d1\u8a8c\u540d\uff1aScientific Reports<br \/>\n\u8ad6\u6587\u540d\uff1aSubthreshold depression is associated with altered facial expression and impression formation via subjective ratings and action unit analysis<br \/>\n\u57f7\u7b46\u8005\u540d\uff08\u6240\u5c5e\u6a5f\u95a2\u540d\uff09\uff1aEriko Sugimori*, Mayu Yamaguchi\uff08\u65e9\u7a32\u7530\u5927\u5b66 \u4eba\u9593\u79d1\u5b66\u5b66\u8853\u9662\uff09*\u8cac\u4efb\u8457\u8005<br \/>\n\u63b2\u8f09\u65e5\u6642\uff1a2025\u5e748\u670822\u65e5\uff08\u91d1\uff09<br \/>\nDOI\uff1a<a href=\"https:\/\/www.nature.com\/articles\/s41598-025-15874-0\" target=\"_blank\" rel=\"noopener\">10.1038\/s41598-025-15874-0<\/a><br \/>\n\u63b2\u8f09URL\uff1a<a href=\"https:\/\/www.nature.com\/articles\/s41598-025-15874-0\" target=\"_blank\" rel=\"noopener\">https:\/\/www.nature.com\/articles\/s41598-025-15874-0<\/a><\/p>\n<h3><strong>\u7814\u7a76\u52a9\u6210<\/strong><\/h3>\n<p>\u7814\u7a76\u8cbb\u540d\uff1aJacob and Malka Goldfarb Charitable Foundation\uff08\u6c11\u9593\u52a9\u6210\uff09<br \/>\n\u7814\u7a76\u8ab2\u984c\u540d\uff1a\u8868\u60c5\u884c\u52d5\u306eAI\u5206\u6790\u306b\u3088\u308b\u7cbe\u795e\u75be\u60a3\u30ea\u30b9\u30af\u306e\u65e9\u671f\u767a\u898b<br \/>\n\u7814\u7a76\u4ee3\u8868\u8005\u540d\uff1a\u6749\u68ee \u7d75\u91cc\u5b50\uff08\u65e9\u7a32\u7530\u5927\u5b66\uff09<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8868\u60c5\u3067\u3046\u3064\u30ea\u30b9\u30af\u3092\u65e9\u671f\u767a\u898b 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