

{"id":39155,"date":"2018-08-13T00:00:33","date_gmt":"2018-08-12T16:00:33","guid":{"rendered":"https:\/\/case.ntu.edu.tw\/blog\/?p=39155"},"modified":"2022-01-05T01:16:22","modified_gmt":"2022-01-04T17:16:22","slug":"ai%e8%88%87%e8%87%aa%e9%96%89%e7%97%87%e6%b2%bb%e7%99%82","status":"publish","type":"post","link":"https:\/\/case.ntu.edu.tw\/blog\/?p=39155","title":{"rendered":"AI\u8207\u81ea\u9589\u75c7\u6cbb\u7642"},"content":{"rendered":"<div class=\"single-post-media clr\">\n<div class=\"post-thumbnail\"><img fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/highscope.ch.ntu.edu.tw\/wordpress\/wp-content\/uploads\/2018\/08\/AI-AUTISM.jpg\" alt=\"AI\u8207\u81ea\u9589\u75c7\u6cbb\u7642\" width=\"500\" height=\"246\" \/><\/div>\n<\/div>\n<div class=\"entry clr\">\n<div class=\"pf-content\">\n<p><strong>\u53f0\u5927\u96fb\u6a5f\u7cfb\u00a0<\/strong><strong>\u5433\u5955\u8431\u00a0\u00a0<\/strong><strong>\u7de8\u8b6f<\/strong><\/p>\n<p><strong>\u6cbb\u7642\u95dc\u9375\uff1a\u638c\u63e1\u5b69\u7ae5\u5c08\u6ce8\u7a0b\u5ea6<\/strong><\/p>\n<p>\u5c0d\u5f88\u591a\u6709\u81ea\u9589\u50be\u5411\u7684\u5b69\u7ae5\u800c\u8a00\uff0c\u8fa8\u8b58\u5468\u570d\u4eba\u5011\u7684\u60c5\u611f\u662f\u4ef6\u56f0\u96e3\u7684\u4e8b\u3002\u4e00\u5f35\u559c\u6085\u7684\u7b11\u81c9\uff0c\u8207\u9a5a\u614c\u6050\u61fc\u7684\u8868\u60c5\uff0c\u5c0d\u4ed6\u5011\u4f86\u8aaa\u53ef\u80fd\u6c92\u4ec0\u9ebc\u5dee\u7570\u3002\u4e00\u7a2e\u5e38\u898b\u7684\u6cbb\u7642\u65b9\u5f0f\uff0c\u4fbf\u662f\u7531\u6cbb\u7642\u5e2b\u7d66\u5b69\u7ae5\u89c0\u770b\u5716\u7247\u4e0a\u7684\u4e0d\u540c\u8868\u60c5\uff0c\u6559\u4ed6\u5011\u8fa8\u8a8d\u9019\u4e9b\u8868\u60c5\u7684\u542b\u610f\u3002<\/p>\n<p>\u9019\u6a23\u7684\u7642\u6cd5\u662f\u5426\u80fd\u9054\u5230\u529f\u6548\uff0c\u5f88\u5927\u7684\u95dc\u9375\u5728\u65bc\u6a5f\u5668\u4eba\u8981\u638c\u63e1\u5b69\u5b50\u5728\u7cbe\u795e\u4e0a\u6295\u5165\u6b64\u6d3b\u52d5\u7684\u7a0b\u5ea6\uff0c\u610f\u5373\u4ed6\u5011\u9808\u80fd\u6b63\u78ba\u89e3\u8b80\u500b\u6848\u7684\u4e00\u8209\u4e00\u52d5\u3002\u7136\u800c\u4eba\u985e\u500b\u9ad4\u7684\u884c\u70ba\u6a21\u5f0f\u9593\u5b58\u5728\u6975\u5927\u7684\u8b8a\u7570\u91cf\uff0c\u751a\u81f3\u6bcf\u500b\u6cbb\u7642\u5e2b\u5c0d\u540c\u4e00\u500b\u4eba\u3001\u540c\u6a23\u884c\u70ba\u7684\u5224\u8b80\u4e5f\u4e0d\u76e1\u76f8\u540c\uff0c\u76f8\u95dc\u4fc2\u6578\u5e73\u5747\u50c5\u7d040.50~0.55\u3002<\/p>\n<p>\u500b\u9ad4\u9593\u5b58\u5728\u7684\u5dee\u7570\uff0c\u4e5f\u5927\u5927\u63d0\u5347\u4e86\u8a13\u7df4\u76e3\u7763\u5f0f\u5b78\u7fd2\u6a21\u578b\u7684\u96e3\u5ea6\u3002\u5c0d\u6b64\uff0c\u7814\u7a76\u4eba\u54e1\u8a2d\u8a08\u4e86\u300c\u500b\u4eba\u5316\u6df1\u5ea6\u5b78\u7fd2\u7db2\u8def\u300d\uff0c\u64f7\u53d6\u7d30\u5fae\u62bd\u8c61\u7684\u6982\u5ff5\uff0c\u4f7f\u5224\u8b80\u7d50\u679c\u7684\u76f8\u95dc\u4fc2\u6578\u63d0\u5347\u81f30.60\u3002\u5224\u8b80\u4e00\u81f4\u6027\u7684\u63d0\u9ad8\uff0c\u53ef\u671b\u5354\u52a9\u6cbb\u7642\u5e2b\u66f4\u7cbe\u78ba\u638c\u63e1\u5b69\u7ae5\u7684\u884c\u70ba\u6a21\u5f0f\u8207\u7cbe\u795e\u72c0\u614b\uff0c\u9032\u800c\u898f\u5283\u66f4\u7b26\u5408\u9700\u6c42\u7684\u7642\u7a0b\u3002<\/p>\n<p><strong>\u6a5f\u5668\u4eba\u6cbb\u7642\u7684\u4e09\u5927\u512a\u52e2<\/strong><\/p>\n<p>\u7814\u7a76\u4eba\u54e1\u627e\u4e8635\u540d\u5e74\u9f61\u4ecb\u65bc3~13\u6b72\uff0c\u4f86\u81ea\u65e5\u672c\u8207\u585e\u723e\u7dad\u4e9e\u7684\u53d7\u8a66\u8005\u3002\u5728\u4e09\u5341\u4e94\u5206\u9418\u7684\u4e92\u52d5\u4e2d\uff0c\u6cbb\u7642\u5e2b\u7d66\u5b69\u7ae5\u89c0\u770b\u5716\u7247\u4e0a\u7684\u4e0d\u540c\u8868\u60c5\uff0c\u63a5\u8457\u51fa\u52d5\u8edf\u9280\uff08SoftBank\uff09\u4eba\u578b\u6a5f\u5668\u4ebaNAO\uff0c\u8b93NAO\u85c9\u7531\u6539\u8b8a\u773c\u775b\u984f\u8272\u3001\u56db\u80a2\u52d5\u4f5c\u3001\u4ee5\u53ca\u8aaa\u8a71\u8a9e\u8abf\uff0c\u5448\u73fe\u4e0d\u540c\u8868\u60c5\uff0c\u4e26\u89c0\u5bdf\u5b69\u7ae5\u770b\u5230\u9019\u4e9b\u8868\u60c5\u7684\u751f\u5fc3\u7406\u53cd\u61c9\u3002\u7d50\u679c\u986f\u793a\u5229\u7528\u4eba\u5f62\u6a5f\u5668\u4eba\u6709\u4e09\u5927\u512a\u52e2\uff1a<\/p>\n<ol>\n<li><strong>\u5f62\u9ad4\u751f\u52d5\uff0c\u5438\u5f15\u5b69\u7ae5\u6ce8\u610f\u529b<br \/>\n<\/strong>\u8981\u5b69\u7ae5\u5011\u96c6\u4e2d\u6ce8\u610f\u529b\uff0c\u5c31\u7b97\u53ea\u662f\u77ed\u77ed\u5e7e\u79d2\u9418\uff0c\u4e5f\u4e26\u975e\u5bb9\u6613\u7684\u4e8b\u3002\u53cb\u5584\u7684\u6a5f\u5668\u4eba\u5f77\u5f7f\u5b69\u5b50\u5011\u7684\u73a9\u4f34\uff0c\u80fd\u6709\u6548\u63d0\u5347\u5c08\u6ce8\u7684\u6642\u9593\u3002<\/li>\n<\/ol>\n<ol start=\"2\">\n<li><strong>\u8868\u9054\u65b9\u5f0f\u56fa\u5b9a\uff0c\u6613\u65bc\u5b78\u7fd2<br \/>\n<\/strong>\u6bcf\u500b\u4eba\u5c0d\u65bc\u540c\u4e00\u7a2e\u60c5\u7dd2\uff0c\u6703\u6709\u4e0d\u540c\u7684\u8868\u60c5\u8a6e\u91cb\u3002\u76f8\u5c0d\u5730\uff0c\u6a5f\u5668\u5c0d\u65bc\u4e00\u7a2e\u60c5\u7dd2\u6709\u56fa\u5b9a\u7684\u8868\u9054\u65b9\u5f0f\uff0c\u4e0d\u8ad6\u773c\u775b\u984f\u8272\u8b8a\u5316\u6216\u52d5\u4f5c\u7686\u7531\u7a0b\u5f0f\u4e8b\u5148\u8a2d\u5b9a\u597d\uff0c\u80fd\u8b93\u5b69\u7ae5\u5728\u521d\u671f\u66f4\u6709\u67b6\u69cb\u5730\u5b78\u7fd2\uff0c\u6e1b\u5c11\u6df7\u6dc6\u8207\u56f0\u60d1\u3002<\/li>\n<\/ol>\n<ol start=\"3\">\n<li><strong>\u500b\u4eba\u5316\u5206\u6790\uff0c\u638c\u63e1\u5b78\u7fd2\u72c0\u6cc1<br 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Perceptual Lab\u4e4bOpenPose\uff0c\u57282D\u5f71\u50cf\u4e2d\u4ee5\u300c\u706b\u67f4\u4eba\u300d\u5f62\u5f0f\u5373\u6642\u64f7\u53d6\u4eba\u985e\u56db\u80a2\u8207\u8eab\u9ad4\u7684\u4f4d\u7f6e[2]\u3002<\/p>\n<p>\u6df1\u5ea6\u5b78\u7fd2\u9069\u5408\u7528\u65bc\u89e3\u8b80\u591a\u91cd\u7279\u5fb5\uff0c\u5c07\u4ed6\u5011\u62bd\u7d72\u525d\u7e6d\uff0c\u64f7\u53d6\u5176\u4e2d\u7684\u6db5\u7fa9\u3002\u6a5f\u5668\u4eba\u7d50\u5408\u8490\u96c6\u5230\u7684\u751f\u7406\u3001\u8868\u60c5\u3001\u52d5\u4f5c\u7b49\u300c\u884c\u70ba\u300d\u8cc7\u8a0a\uff0c\u4ee5\u53ca\u95dc\u65bc\u5b69\u7ae5\u6587\u5316\u80cc\u666f\u3001\u5e74\u9f61\u6027\u5225\u3001\u904e\u53bb\u81ea\u9589\u75c7\u8a3a\u65b7\u7b49\u300c\u57fa\u672c\u300d\u8cc7\u8a0a\uff0c\u5efa\u69cb\u6df1\u5ea6\u5b78\u7fd2\u7db2\u8def\u3002\u9032\u884c\u76e3\u7763\u5f0f\u5b78\u7fd2\u6240\u7528\u7684\u6307\u6a19\uff0c\u5247\u662f\u4e94\u540d\u4eba\u985e\u6cbb\u7642\u5c08\u5bb6\u6839\u64da\u89c0\u5bdf\u5404\u500b\u5b69\u7ae5\u7684\u8cc7\u8a0a\u6240\u5f97\u5230\u7684\u300c\u53c3\u8207\u5ea6\u5206\u6578\u300d\u3002\u6a21\u578b\u8a13\u7df4\u7d50\u679c\u986f\u793a\uff0c\u4f9d\u7167\u53d7\u6e2c\u8005\u4e0d\u540c\u7684\u7279\u5fb5\u5206\u5225\u5efa\u7acb\u5224\u5225\u4f9d\u64da\uff0c\u6bd4\u8d77\u7db2\u7f85\u5404\u5f0f\u8cc7\u6599\u5efa\u7acb\u7684\u901a\u5247\uff0c\u6709\u66f4\u9ad8\u6e96\u78ba\u5ea6\u3002<\/p>\n<p>\u6b64\u5916\uff0c\u5206\u6790\u7d50\u679c\u6642\u4e5f\u767c\u73fe\u4e86\u53cd\u6620\u6587\u5316\u5dee\u7570\u7684\u5c0f\u8da3\u4e8b\uff1a\u540c\u6a23\u662f\u6709\u8f03\u591a\u7684\u80a2\u9ad4\u52d5\u4f5c\uff0c\u5728\u65e5\u672c\u5b69\u7ae5\u8eab\u4e0a\u53cd\u6620\u5c0d\u6d3b\u52d5\u8f03\u9ad8\u7684\u6295\u5165\uff0c\u800c\u585e\u723e\u7dad\u4e9e\u5b69\u7ae5\u5247\u662f\u5fc3\u601d\u5df2\u7d93\u98c4\u5230\u5176\u4ed6\u5730\u65b9\u4e86[3]\u3002\u671f\u5f85\u672a\u4f86\u95dc\u65bc\u6cbb\u7642\u6a5f\u5668\u4eba\u9577\u671f\u61c9\u7528\u7684\u7814\u7a76\uff0c\u4e26\u62d3\u5c55\u5230\u4e0d\u540c\u6587\u5316\u80cc\u666f\u5b69\u7ae5\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u53c3\u8003\u8cc7\u6599<\/strong><\/p>\n<ol>\n<li>B. Ham (MIT Media Lab), \u201c<a href=\"http:\/\/news.mit.edu\/2018\/personalized-deep-learning-equips-robots-autism-therapy-0627\">Personalized \u2018deep learning\u2019 equips robots for autism therapy<\/a>\u201d, MIT News, 2018.<\/li>\n<li>Z. Cao, T. Simon, S.E. Wei, Y. Sheikh, \u201c<a href=\"http:\/\/www.consortium.ri.cmu.edu\/projOpenPose.php\">Multi-Person Pose Estimation using Part Affinity Fields<\/a>\u201d, CVPR 2017.<\/li>\n<li>O. Rudovic, J. Lee, L. Mascarell-Maricic, B.W. Schuller\u00a0 and R.W. Picard (2017) \u201c<a href=\"https:\/\/www.frontiersin.org\/articles\/10.3389\/frobt.2017.00036\/full\">Measuring Engagement in Robot-Assisted Autism Therapy: A Cross-Cultural Study.<\/a>\u201d Front. Robot. AI, 2017.<\/li>\n<li>A. Griffiths, \u201c<a href=\"https:\/\/www.telegraph.co.uk\/technology\/news\/10632937\/The-robot-teacher-connecting-with-autistic-children.html\">The robot teacher connecting with autistic children<\/a>\u201c, Telegraph.co.uk, 2018.<\/li>\n<\/ol>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u300c\u5982\u679c\u4f60\u66fe\u7d93\u63a5\u89f8\u5230\u4e00\u500b\u81ea\u9589\u75c7\u6848\u4f8b\uff0c\u90a3\u4f60\u4e5f\u4e0d\u904e\u662f\u770b\u5230\u4e86\u4e00\u500b\u500b\u6848\u3002\u300d\uff08\u201cIf you have met one person, with autism, you have met one person with autism.\u201d\uff09\u6bcf\u500b\u81ea\u9589\u75c7\u500b\u6848\u7684\u884c\u70ba\u8868\u73fe\u5dee\u7570\u751a\u5927\uff0c\u6cbb\u7642\u7684\u65b9\u5f0f\u4e5f\u6703\u56e0\u4eba\u800c\u7570\u3002\u56e0\u6b64\uff0c\u6cbb\u7642\u5e2b\u5f80\u5f80\u85c9\u7531\u9577\u671f\u7684\u966a\u4f34\u8207\u89c0\u5bdf\u7d93\u9a57\uff0c\u70ba\u6bcf\u4f4d\u5b69\u7ae5\u8a2d\u8a08\u5c08\u5c6c\u7684\u7642\u7a0b\u3002\u8fd1\u4f86\u9ebb\u7701\u7406\u5de5\u5b78\u9662\uff08MIT\uff09\u7814\u7a76\u4eba\u54e1\u7d50\u5408\u300c\u500b\u4eba\u5316\u6df1\u5ea6\u5b78\u7fd2\u7db2\u8def\u300d\u8207\u5b69\u5b50\u5011\u611f\u8208\u8da3\u7684\u6a5f\u5668\u4eba\uff0c\u6559\u5c0e\u4ed6\u5011\u6a21\u4eff\u8868\u60c5\u4e26\u7522\u751f\u5408\u9069\u7684\u56de\u61c9\u3002\u540c\u6642\u6a5f\u5668\u4eba\u4e5f\u80fd\u89e3\u8b80\u5b69\u7ae5\u7684\u53cd\u61c9\uff0c\u5354\u52a9\u6cbb\u7642\u5e2b\u4e86\u89e3\u5b69\u7ae5\u7684\u751f\u7406\u8207\u5fc3\u7406\u72c0\u6cc1\u3002<\/p>\n","protected":false},"author":21,"featured_media":39156,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3772,3293],"tags":[384,4887],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2022\/01\/AI-AUTISM.jpg","_links":{"self":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/39155"}],"collection":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/users\/21"}],"replies":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=39155"}],"version-history":[{"count":1,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/39155\/revisions"}],"predecessor-version":[{"id":39157,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/39155\/revisions\/39157"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/media\/39156"}],"wp:attachment":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=39155"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=39155"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=39155"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}