{"id":764,"date":"2018-07-13T01:00:00","date_gmt":"2018-07-12T17:00:00","guid":{"rendered":"http:\/\/swarma.org\/%swarma-paper%\/"},"modified":"2018-12-05T17:55:48","modified_gmt":"2018-12-05T09:55:48","slug":"eccv2018%e8%ae%ba%e6%96%87%e8%a7%a3%e8%af%bb%ef%bc%9a%e7%94%a8%e5%9b%9e%e5%bd%92%e6%96%b9%e6%b3%95%e5%88%a4%e6%96%ad%e7%83%ad%e5%ba%a6%e5%9b%be%e4%b8%ad%e7%9a%84%e4%ba%ba%e4%bd%93%e5%a7%bf%e6%80%81","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=764","title":{"rendered":"ECCV2018\u8bba\u6587\u89e3\u8bfb\uff1a\u7528\u56de\u5f52\u65b9\u6cd5\u5224\u65ad\u70ed\u5ea6\u56fe\u4e2d\u7684\u4eba\u4f53\u59ff\u6001"},"content":{"rendered":"<div class=\"bpp-post-content\">\n<p style=\"min-height: 1em;line-height: 1.75em;text-align: center;\" ><img class=\"\"      style=\"text-align: center;width: 539px;height: 280px;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma8-1534230891.gif\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><br  \/><\/p>\n<section class=\"mpa-template\"    style=\"white-space: normal;\">\n<section class=\"\"    style=\"color: rgb(51, 51, 51);font-size: 17px;letter-spacing: 0.544px;text-align: justify;\">\n<section style=\"margin-left: 1em;color: rgb(105, 13, 3);font-size: 16px;line-height: 1.4;border-color: rgb(105, 13, 3);overflow-wrap: break-word !important;\"><span style=\"border-color: rgb(105, 13, 3);color: rgb(255, 255, 255);font-size: 14px;overflow-wrap: break-word !important;\"><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(105, 13, 3);overflow-wrap: break-word !important;\"><span mpa-is-content=\"t\" style=\"color: rgb(255, 255, 255);padding: 0.2em 0.5em;border-color: rgb(105, 13, 3);font-weight: inherit;text-decoration: inherit;border-radius: 0.3em;text-align: center;background-color: rgb(105, 13, 3);overflow-wrap: break-word !important;\">\u5bfc\u8bed<\/span><\/strong><\/span><\/section>\n<section style=\"margin-top: -0.7em;color: rgb(105, 13, 3);font-size: 1em;border-width: 1px;border-style: solid;border-color: rgb(105, 13, 3);border-radius: 0.4em;overflow-wrap: break-word !important;\">\n<section style=\"padding: 1.4em 1em 1em;border-color: rgb(105, 13, 3);overflow-wrap: break-word !important;\">\n<section style=\"font-size: 1em;font-weight: inherit;text-align: inherit;text-decoration: inherit;border-color: rgb(105, 13, 3);overflow-wrap: break-word !important;\">\n<p><span style=\"font-size: 14px;font-weight: inherit;letter-spacing: 0.544px;text-align: inherit;text-decoration: inherit;color: rgb(136, 136, 136);\">\u672c\u6587\u63d0\u51fa\u4e00\u79cd\u79ef\u5206\u56de\u5f52\u7684\u65b9\u6cd5\u7528\u4e8e\u4eba\u4f53\u59ff\u52bf\u4f30\u8ba1\u4efb\u52a1\uff0c\u8be5\u9014\u5f84\u7ed3\u5408\u4e86\u57fa\u4e8e\u70ed\u5ea6\u56fe\u7684\u65b9\u6cd5\u548c\u56de\u5f52\u65b9\u6cd5\u7684\u4f18\u70b9\uff0c\u53ef\u4ee5\u65b9\u4fbf\u5730\u5e94\u7528\u4e8e\u5e76\u6539\u8fdb\u4efb\u4f55\u57fa\u4e8e\u70ed\u5ea6\u56fe\u7684\u6a21\u578b\u3002\u672c\u6587\u901a\u8fc7\u7efc\u5408\u6027\u5b9e\u9a8c\u5168\u9762\u9a8c\u8bc1\u4e86\u8be5\u65b9\u6cd5\u7684\u6709\u6548\u6027\uff0c\u5e76\u8868\u660e\u57282D\u548c3D\u7684\u4eba\u4f53\u59ff\u52bf\u4f30\u8ba1\u6570\u636e\u96c6MPII\u3001COCO\u3001Human3.6M\u4e2d\uff0c\u672c\u65b9\u6cd5\u90fd\u53d6\u5f97\u5f53\u524d\u6700\u597d\u7684\u7ed3\u679c\u3002\u8be5\u8bba\u6587\u636e\u6089\u5df2\u88ab\u8ba1\u7b97\u673a\u89c6\u89c9\u9876\u4f1a ECCV 2018 \u63a5\u6536\u3002\u4e0b\u9762\u662f\u5bf9\u8fd9\u7bc7\u8bba\u6587\u7684\u89e3\u8bfb\u3002<\/span><br  \/><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p><br  \/><\/p>\n<section class=\"mpa-template\"   >\n<blockquote style=\"padding-left: 10px;border-left: 3px solid rgb(219, 219, 219);color: rgb(51, 51, 51);font-size: 17px;letter-spacing: 0.544px;text-align: justify;\" mpa-from-tpl=\"t\">\n<p><span style=\"font-size: 14px;color: rgb(136, 136, 136);\">\u8bba\u6587\u6807\u9898\uff1aIntegral Human Pose Regression<\/span><\/p>\n<p><span style=\"font-size: 14px;color: rgb(136, 136, 136);\">\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/1711.08229.pdf<\/span><\/p>\n<p><span style=\"font-size: 14px;color: rgb(136, 136, 136);\">\u4f5c\u8005\uff1aXiao Sun, Bin Xiao, Fangyin Wei, Shuang Liang, Yichen Wei\uff08\u5b59\u9a81\uff0c\u8096\u658c\uff0c\u5c09\u65b9\u97f3\uff0c\u6881\u723d\uff0c\u5371\u5937\u6668\uff09<\/span><\/p>\n<\/blockquote>\n<\/section>\n<p><br  \/><\/p>\n<\/section>\n<section  class=\"mpa-template\" mpa-paragraph-type=\"title\">\n<p><br  \/><\/p>\n<section class=\"\"    style=\"color: rgb(51, 51, 51);font-size: 17px;letter-spacing: 0.544px;text-align: justify;\">\n<section>\n<section style=\"margin-top: 0.5em;margin-bottom: 0.5em;text-align: center;\">\n<section style=\"display: inline-block;\">\n<section style=\"width: 9px;height: 9px;float: left;border-top: 2px solid rgb(123, 12, 0);border-left: 2px solid rgb(123, 12, 0);\"><\/section>\n<section style=\"width: 9px;height: 9px;float: right;border-top: 2px solid rgb(123, 12, 0);border-right: 2px solid rgb(123, 12, 0);\"><\/section>\n<section style=\"clear: both;\"><\/section>\n<section style=\"margin-top: -5px;margin-bottom: -5px;padding-right: 4px;padding-left: 4px;\">\n<section style=\"padding-right: 10px;padding-left: 10px;border-width: 2px;border-style: solid;border-color: rgb(123, 12, 0);font-size: 19.2px;color: rgb(255, 255, 255);background-color: rgb(123, 12, 0);\">\n<section>\n<p style=\"clear: both;min-height: 1em;\"><span mpa-is-content=\"t\" style=\"font-size: 16px;\">1\uff0e\u4eba\u4f53\u59ff\u52bf\u4f30\u8ba1\u7684\u4e24\u7c7b\u65b9\u6cd5<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"width: 9px;height: 9px;float: left;border-bottom: 2px solid rgb(123, 12, 0);border-left: 2px solid rgb(123, 12, 0);\"><\/section>\n<section style=\"width: 9px;height: 9px;float: right;border-bottom: 2px solid rgb(123, 12, 0);border-right: 2px solid rgb(123, 12, 0);\"><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><br  \/><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><br  \/><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u4eba\u4f53\u59ff\u52bf\u4f30\u8ba1\u4e3b\u8981\u5206\u4e3a<strong>\u57fa\u4e8e\u68c0\u6d4b\uff08detection-based\uff09<\/strong>\u7684\u65b9\u6cd5\u548c<strong>\u57fa\u4e8e\u56de\u5f52\uff08regression-based\uff09<\/strong>\u7684\u65b9\u6cd5\uff1a<br  \/><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><br  \/><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u57fa\u4e8e\u68c0\u6d4b\u7684\u65b9\u6cd5\u662f\u57fa\u4e8e\u70ed\u5ea6\u56fe\u7684\uff0c\u5bf9\u6bcf\u4e2a\u5173\u8282\u90fd\u751f\u6210\u6240\u6709\u4f4d\u7f6e\u7684\u4f3c\u7136\u70ed\u5ea6\u56fe\uff0c\u9009\u62e9\u6982\u7387\u6700\u5927\u7684\u4f4d\u7f6e\u4f5c\u4e3a\u8be5\u5173\u8282\u7684\u4f4d\u7f6e\u3002\u8fd9\u79cd\u65b9\u6cd5\u7684\u7f3a\u70b9\u662f\uff1a\uff081\uff09\u53d6\u6982\u7387\u6700\u5927\u503c\u7684\u64cd\u4f5c\u662f<strong>\u4e0d\u53ef\u5fae\u5206\u7684<\/strong>\uff0c\u6240\u4ee5\u65e0\u6cd5\u4f7f\u7528\u7aef\u5230\u7aef\u7684\u8bad\u7ec3\u65b9\u6cd5\uff1b\uff082\uff09\u7531\u4e8e\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u7684\u964d\u91c7\u6837\u64cd\u4f5c\uff0c\u70ed\u5ea6\u56fe\u7684<strong>\u5206\u8fa8\u7387\u8fdc\u4f4e\u4e8e\u8f93\u5165\u56fe\u7247<\/strong>\u7684\u5206\u8fa8\u7387\uff0c\u8fd9\u5c06\u5bfc\u81f4\u4e0d\u53ef\u9006\u7684\u91cf\u5316\u8bef\u5dee\uff0c\u5173\u8282\u4f4d\u7f6e\u7684\u7cbe\u5ea6\u4f1a\u56e0\u6b64\u53d7\u5230\u9650\u5236\u3002\u800c\u4f7f\u7528\u66f4\u9ad8\u5206\u8fa8\u7387\u7684\u70ed\u5ea6\u56fe\uff0c\u4f1a\u4ea7\u751f\u66f4\u591a\u7684\u5185\u5b58\u548c\u8ba1\u7b97\u5f00\u9500\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><br  \/><\/p>\n<div class=\"post-image\"><img class=\"\"       style=\"\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma2-1534230891.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/div>\n<p style=\"margin: 0px;text-align: center;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><span style=\"color: rgb(136, 136, 136);\"><strong><span style=\"font-size: 13px;\">\u6765\u6e90\uff1acoco<\/span><\/strong><\/span><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><br  \/><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u53e6\u4e00\u79cd\u89c2\u70b9\u662f\u628a\u59ff\u52bf\u4f30\u8ba1\u770b\u4f5c\u4e00\u4e2a\u56de\u5f52\u95ee\u9898\uff0c\u5b83\u7684\u4f18\u70b9\u662f\u53ef\u4ee5\u7aef\u5230\u7aef\u5730\u5b66\u4e60\uff0c\u5e76\u4ea7\u751f\u8fde\u7eed\u7684\u8f93\u51fa\u3002\u7136\u800c\uff0c<strong>\u57fa\u4e8e\u56de\u5f52\u7684\u65b9\u6cd5\u7684\u5b9e\u9645\u6548\u679c\u4ecd\u4e0d\u5982\u57fa\u4e8e\u68c0\u6d4b\u7684\u65b9\u6cd5\u3002<\/strong><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><br  \/><\/p>\n<section  class=\"mpa-template\" mpa-paragraph-type=\"title\">\n<p><br  \/><\/p>\n<section class=\"\"    style=\"color: rgb(51, 51, 51);font-size: 17px;letter-spacing: 0.544px;text-align: justify;\">\n<section>\n<section style=\"margin-top: 0.5em;margin-bottom: 0.5em;text-align: center;\">\n<section style=\"display: inline-block;\">\n<section style=\"width: 9px;height: 9px;float: left;border-top: 2px solid rgb(123, 12, 0);border-left: 2px solid rgb(123, 12, 0);\"><\/section>\n<section style=\"width: 9px;height: 9px;float: right;border-top: 2px solid rgb(123, 12, 0);border-right: 2px solid rgb(123, 12, 0);\"><\/section>\n<section style=\"clear: both;\"><\/section>\n<section style=\"margin-top: -5px;margin-bottom: -5px;padding-right: 4px;padding-left: 4px;\">\n<section style=\"padding-right: 10px;padding-left: 10px;border-width: 2px;border-style: solid;border-color: rgb(123, 12, 0);font-size: 19.2px;color: rgb(255, 255, 255);background-color: rgb(123, 12, 0);\">\n<section>\n<p style=\"clear: both;min-height: 1em;\"><span mpa-is-content=\"t\" style=\"font-size: 16px;\">2\uff0e\u79ef\u5206\u59ff\u52bf\u56de\u5f52<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"width: 9px;height: 9px;float: left;border-bottom: 2px solid rgb(123, 12, 0);border-left: 2px solid rgb(123, 12, 0);\"><\/section>\n<section style=\"width: 9px;height: 9px;float: right;border-bottom: 2px solid rgb(123, 12, 0);border-right: 2px solid rgb(123, 12, 0);\"><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><br  \/><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><br  \/><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u672c\u6587\u7684\u5de5\u4f5c\u662f\u7ed3\u5408\u4e86\u70ed\u5ea6\u56fe\u7684\u8868\u793a\u548c\u5173\u8282\u56de\u5f52\u4e24\u79cd\u65b9\u6cd5\uff0c\u63d0\u51fa\u4e86\u79ef\u5206\u56de\u5f52\uff08integral regression\uff09\u7684\u65b9\u6cd5\uff1a\u5c06\u70ed\u5ea6\u56fe\u4e2d\u201c\u53d6\u6700\u5927\u503c\u201d\u7684\u64cd\u4f5c\uff08\u5373\u9009\u62e9\u70ed\u5ea6\u56fe\u4e2d\u6982\u7387\u6700\u5927\u7684\u5173\u8282\u4f4d\u7f6e\uff09<\/p>\n<p style=\"text-align:center;\"><img class=\"\"     style=\"margin: initial;transform: initial;width: 79%;height: auto !important;\"    src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma6-1534230892.png\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u6362\u6210\u201c\u53d6\u671f\u671b\u201d\u7684\u64cd\u4f5c\uff08\u5373\u4f30\u8ba1\u7684\u7ed3\u679c\u662f\u70ed\u5ea6\u56fe\u4e2d\u6240\u6709\u4f4d\u7f6e\u7684\u79ef\u5206\uff09<\/p>\n<section  class=\"mpa-template\" mpa-paragraph-type=\"body\">\n<section style=\"text-align:center;\"><img class=\"\"     style=\"border-style: solid;border-width: 0px;box-shadow: none;border-color: rgb(0, 0, 0);width: 79%;visibility: visible !important;height: auto !important;\" width=\"69%\"    src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma4-1534230892.png\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/section>\n<\/section>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u5173\u8282\u7684\u4f4d\u7f6e\u901a\u8fc7\u70ed\u5ea6\u56fe\u4e2d\u6240\u6709\u4f4d\u7f6e\u7684\u57fa\u4e8e\u6982\u7387\uff08\u5f52\u4e00\u5316\u540e\uff09\u7684\u79ef\u5206\u6765\u4f30\u8ba1\u3002<span style=\"letter-spacing: 0px;\">\u8fd9\u79cd\u65b9\u6cd5\u79f0\u4e3a\u79ef\u5206\u59ff\u52bf\u56de\u5f52\uff0c\u5b83\u7684\u64cd\u4f5c\u662f\u53ef\u5fae\u5206\u7684\uff0c\u6240\u4ee5\u80fd\u591f\u7aef\u5230\u7aef\u5730\u8bad\u7ec3\u3002<strong>\u79ef\u5206\u56de\u5f52\u4eab\u6709\u70ed\u5ea6\u56fe\u8868\u793a\u548c\u56de\u5f52\u4e24\u79cd\u65b9\u6cd5\u7684\u4f18\u70b9\uff0c\u540c\u65f6\u907f\u514d\u4e86\u5b83\u4eec\u7684\u7f3a\u70b9\u3002<\/strong><\/span><\/p>\n<section  class=\"mpa-template\" mpa-paragraph-type=\"secondTitle\">\n<p><br  \/><\/p>\n<section class=\"\"    style=\"color: rgb(51, 51, 51);font-size: 17px;letter-spacing: 0.544px;text-align: justify;\">\n<section  style=\"margin-top: 20px;display: flex;justify-content: center;align-items: center;\">\n<section   style=\"padding-right: 30px;padding-left: 30px;min-width: 60px;text-align: center;border-bottom: 2px solid rgb(232, 230, 230);\">\n<section  style=\"padding-right: 10px;padding-left: 10px;display: inline-block;font-size: 14px;color: rgb(123, 12, 0);border-bottom: 2px solid rgb(123, 12, 0);transform: translate(0px, 2px);border-top-color: rgb(123, 12, 0);border-right-color: rgb(123, 12, 0);border-left-color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(123, 12, 0);\"><\/p>\n<p style=\"clear: both;min-height: 1em;border-color: rgb(123, 12, 0);\"><span mpa-is-content=\"t\" style=\"font-size: 16px;border-color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\" mpa-is-content=\"t\" style=\"border-color: rgb(123, 12, 0);\">2.1 2D\u548c3D\u6570\u636e\u7684\u6df7\u5408\u8bad\u7ec3<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><br  \/><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">3D\u59ff\u52bf\u4f30\u8ba1\u7684\u4e00\u4e2a\u4e25\u91cd\u95ee\u9898\u662f\u7f3a\u4e4f\u5927\u91cf\u7684\u53ef\u8bad\u7ec3\u6570\u636e\uff0c\u7ed3\u54082D\u6570\u636e\u548c3D\u6570\u636e\u4e00\u8d77\u8bad\u7ec3\u662f\u4e00\u4e2a\u52aa\u529b\u7684\u65b9\u5411\u3002\u7531\u4e8e\u79ef\u5206\u64cd\u4f5c\u7684\u53ef\u5fae\u5206\u6027\uff0c\u79ef\u5206\u56de\u5f52\u65b9\u6cd5\u53ef\u4ee5\u81ea\u7136\u5730\u91c7\u7528\u8fd9\u79cd\u6df7\u5408\u8bad\u7ec3\u65b9\u5f0f\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><br  \/><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u672c\u6587\u628a\u4e0a\u8ff0\u7684\u79ef\u5206\u64cd\u4f5c\u5206\u89e3\u6210\u4e24\u4e2a\u6b65\u9aa4\uff1a\uff081\uff09\u5206\u522b\u72ec\u7acb\u5730\u751f\u6210x\u3001y\u3001z\u4e0a\u7684\u4e00\u7ef4\u70ed\u5ea6\u56fe\uff1b\uff082\uff09\u5728\u4e00\u7ef4\u70ed\u5ea6\u56fe\u4e0a\u79ef\u5206\u4ea7\u751f\u76f8\u5e94\u7684x\u3001y\u3001z\u7684\u4e00\u7ef4\u5173\u8282\u5750\u6807\u3002\u56e0\u4e3ax\u3001y\u3001z\u88ab\u5206\u89e3\u4e86\uff0c\u6240\u4ee5\u53ef\u4ee5\u76f4\u63a5\u5730\u6df7\u5408\u4f7f\u75282D\u548c3D\u7684\u8bad\u7ec3\u6570\u636e\u3002\u5b9e\u9a8c\u8868\u660e\u8be5\u65b9\u6cd5\u53ef\u4ee5\u6781\u5927\u5730\u63d0\u9ad83D\u59ff\u52bf\u4f30\u8ba1\u7684\u7cbe\u5ea6\u3002<\/p>\n<section  class=\"mpa-template\" mpa-paragraph-type=\"secondTitle\">\n<p><br  \/><\/p>\n<section class=\"\"    style=\"color: rgb(51, 51, 51);font-size: 17px;letter-spacing: 0.544px;text-align: justify;\">\n<section  style=\"margin-top: 20px;display: flex;justify-content: center;align-items: center;\">\n<section   style=\"padding-right: 30px;padding-left: 30px;min-width: 60px;text-align: center;border-bottom: 2px solid rgb(232, 230, 230);\">\n<section  style=\"padding-right: 10px;padding-left: 10px;display: inline-block;font-size: 14px;color: rgb(123, 12, 0);border-bottom: 2px solid rgb(123, 12, 0);transform: translate(0px, 2px);border-top-color: rgb(123, 12, 0);border-right-color: rgb(123, 12, 0);border-left-color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(123, 12, 0);\"><\/p>\n<p style=\"clear: both;min-height: 1em;border-color: rgb(123, 12, 0);\"><span mpa-is-content=\"t\" style=\"font-size: 16px;border-color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\" mpa-is-content=\"t\" style=\"border-color: rgb(123, 12, 0);\">2.2 \u5b9e\u9a8c\u65b9\u6cd5\u5b66<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><br  \/><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u79ef\u5206\u56de\u5f52\u65b9\u6cd5\u662f\u514d\u53c2\u6570\u7684\uff0c\u53ea\u662f\u5c06\u70ed\u5ea6\u56fe\u7684\u8868\u793a\u8f6c\u6362\u6210\u5173\u8282\u7684\u4f4d\u7f6e\uff0c\u4e0d\u5f71\u54cd\u5176\u4ed6\u7b97\u6cd5\u7684\u8bbe\u8ba1\u548c\u9009\u62e9\u3002\u6240\u4ee5\uff0c\u5b83\u53ef\u4ee5\u548c\u5176\u4ed6\u7684\u7b97\u6cd5\u8bbe\u8ba1\u2014\u2014<strong>\u4e0d\u540c\u7684\u4efb\u52a1\u3001\u70ed\u5ea6\u56fe\u548c\u5173\u8282\u7684\u635f\u5931\u51fd\u6570\u3001\u7f51\u7edc\u7ed3\u6784\u3001\u56fe\u7247\u548c\u70ed\u5ea6\u56fe\u7684\u5206\u8fa8\u7387<\/strong>\u2014\u2014\u7ed3\u5408\u8d77\u6765\u3002\u4e0b\u56fe\u662f\u4eba\u4f53\u59ff\u52bf\u4f30\u8ba1\u65b9\u6cd5\u7684\u6d41\u7a0b\u548c\u5b9e\u9a8c\u4e2d\u53ef\u4ee5\u9009\u62e9\u7684\u8bbe\u7f6e\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><br  \/><\/p>\n<section  class=\"mpa-template\" mpa-paragraph-type=\"body\">\n<section style=\"text-align:center;\"><img class=\"\"     style=\"border-style: solid;border-width: 0px;box-shadow: none;border-color: rgb(0, 0, 0);width: 100%;height: auto !important;visibility: visible !important;\" width=\"69%\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma0-1534230892.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/section>\n<\/section>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><br  \/><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><strong>\u4efb\u52a1\uff1a<\/strong>2D\u548c3D\u7684\u59ff\u52bf\u4f30\u8ba1\u4efb\u52a1\u3001\u6df7\u5408\u76842D\u548c3D\u6570\u636e\u540c\u65f6\u8bad\u7ec3<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><strong>\u7f51\u7edc\u7ed3\u6784\uff1a<\/strong>\u4e3b\u8981\u5206\u4e3a\u4e3b\u5e72\u7f51\u7edc\uff08backbone network\uff09\u548c\u5934\u7f51\u7edc\uff08head network\uff09\u3002\u4e3b\u5e72\u7f51\u7edc\u4e00\u822c\u662f\u5377\u79ef\u7f51\u7edc\uff0c\u76ee\u7684\u662f\u4ece\u56fe\u7247\u4e2d\u62bd\u53d6\u7279\u5f81\uff1b\u800c\u5934\u7f51\u7edc\u4ece\u4e4b\u524d\u7684\u7279\u5f81\u4e2d\u4f30\u8ba1\u76ee\u6807\u8f93\u51fa\uff08\u70ed\u5ea6\u56fe\u6216\u5173\u8282\uff09\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><strong>\u70ed\u5ea6\u56fe\u7684\u635f\u5931\u51fd\u6570\uff1a<\/strong>\u5747\u65b9\u8bef\u5dee\u3001mxm\u7684\u4ea4\u53c9\u71b5\u635f\u5931\u51fd\u6570\u3001\u4e8c\u503c\u5206\u5e03\u7684\u4ea4\u53c9\u71b5\u635f\u5931\u51fd\u6570\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><strong>\u70ed\u5ea6\u56fe\u548c\u5173\u8282\u635f\u5931\u7684\u7ed3\u5408\uff1a<\/strong>\u5728\u5173\u8282\u5750\u6807\u7684\u635f\u5931\u51fd\u6570\u4e0a\uff0c\u53ef\u4ee5\u9009\u62e9L1\u8ddd\u79bb\u6216L2\u8ddd\u79bb\u7b49\u3002\u5173\u8282\u7684\u635f\u5931\u51fd\u6570\u4e2d\u53ef\u4ee5\u5305\u62ec\u6216\u4e0d\u5305\u62ec\u70ed\u5ea6\u56fe\u7684\u635f\u5931\uff0c\u79ef\u5206\u56de\u5f52\u7684\u65b9\u6cd5\u4e2d\uff0c\u5305\u62ec\u6216\u4e0d\u5305\u62ec\u90fd\u6709\u4e0d\u9519\u7684\u7ed3\u679c\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><strong>\u56fe\u7247\u548c\u70ed\u5ea6\u56fe\u7684\u5206\u8fa8\u7387\uff1a<\/strong>\u901a\u5e38\u66f4\u9ad8\u7684\u4f4d\u7f6e\u7cbe\u5ea6\u9700\u8981\u56fe\u7247\u548c\u70ed\u5ea6\u56fe\u6709\u66f4\u9ad8\u7684\u5206\u8fa8\u7387\u3002\u79ef\u5206\u56de\u5f52\u65b9\u6cd5\u5bf9\u56fe\u7247\u548c\u70ed\u5ea6\u56fe\u7684\u5206\u8fa8\u7387\u7684\u9c81\u68d2\u6027\u66f4\u597d\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><br  \/><\/p>\n<section  class=\"mpa-template\" mpa-paragraph-type=\"title\">\n<p><br  \/><\/p>\n<section class=\"\"    style=\"color: rgb(51, 51, 51);font-size: 17px;letter-spacing: 0.544px;text-align: justify;\">\n<section>\n<section style=\"margin-top: 0.5em;margin-bottom: 0.5em;text-align: center;\">\n<section style=\"display: inline-block;\">\n<section style=\"width: 9px;height: 9px;float: left;border-top: 2px solid rgb(123, 12, 0);border-left: 2px solid rgb(123, 12, 0);\"><\/section>\n<section style=\"width: 9px;height: 9px;float: right;border-top: 2px solid rgb(123, 12, 0);border-right: 2px solid rgb(123, 12, 0);\"><\/section>\n<section style=\"clear: both;\"><\/section>\n<section style=\"margin-top: -5px;margin-bottom: -5px;padding-right: 4px;padding-left: 4px;\">\n<section style=\"padding-right: 10px;padding-left: 10px;border-width: 2px;border-style: solid;border-color: rgb(123, 12, 0);font-size: 19.2px;color: rgb(255, 255, 255);background-color: rgb(123, 12, 0);\">\n<section>\n<p style=\"clear: both;min-height: 1em;\"><span mpa-is-content=\"t\" style=\"font-size: 16px;\">\uff13\uff0e\u5b9e\u9a8c\u65b9\u6cd5\u4e0e\u6570\u636e<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"width: 9px;height: 9px;float: left;border-bottom: 2px solid rgb(123, 12, 0);border-left: 2px solid rgb(123, 12, 0);\"><\/section>\n<section style=\"width: 9px;height: 9px;float: right;border-bottom: 2px solid rgb(123, 12, 0);border-right: 2px solid rgb(123, 12, 0);\"><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section  class=\"mpa-template\" mpa-paragraph-type=\"secondTitle\">\n<p><br  \/><\/p>\n<section class=\"\"    style=\"color: rgb(51, 51, 51);font-size: 17px;letter-spacing: 0.544px;text-align: justify;\">\n<section  style=\"margin-top: 20px;display: flex;justify-content: center;align-items: center;\">\n<section   style=\"padding-right: 30px;padding-left: 30px;min-width: 60px;text-align: center;border-bottom: 2px solid rgb(232, 230, 230);\">\n<section  style=\"padding-right: 10px;padding-left: 10px;display: inline-block;font-size: 14px;color: rgb(123, 12, 0);border-bottom: 2px solid rgb(123, 12, 0);transform: translate(0px, 2px);border-top-color: rgb(123, 12, 0);border-right-color: rgb(123, 12, 0);border-left-color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(123, 12, 0);\"><\/p>\n<p style=\"clear: both;min-height: 1em;border-color: rgb(123, 12, 0);\"><span mpa-is-content=\"t\" style=\"font-size: 16px;border-color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\" mpa-is-content=\"t\" style=\"border-color: rgb(123, 12, 0);\">3.1 \u6a21\u578b\u4e0e\u8bad\u7ec3<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><br  \/><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u5728\u4ee5\u4e0b3\u4e2a\u6570\u636e\u96c6\u4e0a\uff0c\u4f7f\u7528\u7684\u6a21\u578b\u548c\u8bad\u7ec3\u65b9\u6cd5\u662f\u76f8\u4f3c\u7684\u3002\u63d0\u53d6\u7279\u5f81\u7684\u4e3b\u5e72\u7f51\u7edc\u91c7\u7528\u4e86ResNet\u6216HourGlass\u6a21\u578b\u3002\u8ba1\u7b97\u8f93\u51fa\u7684\u5934\u7f51\u7edc\u662f\u5168\u5377\u79ef\u7684\uff0c\u5b83\u9996\u5148\u4f7f\u7528\u53cd\u5377\u79ef\u5728\u7279\u5f81\u56fe\u4e0a\u8fdb\u884c\u4e0a\u91c7\u6837\uff08upsampling\uff09\u5230\u9700\u8981\u7684\u5206\u8fa8\u7387\uff0c\u8f93\u51fa\u901a\u9053\u7684\u4e2a\u6570\u662f\u56fa\u5b9a\u7684256\uff1b\u7136\u540e\uff0c\u75281&#215;1\u7684\u5377\u79ef\u5c42\u4ea7\u751fK\u4e2a\u70ed\u5ea6\u56fe\u3002\u540c\u6837\uff0c\u6211\u4eec\u4e5f\u628a\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u5168\u8fde\u63a5\u5c42\u8ba1\u7b97\u5173\u8282\u4f4d\u7f6e\u7684\u8f93\u51fa\u65b9\u6cd5\u4f5c\u4e3a\u57fa\u672c\u5bf9\u6bd4\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><br  \/><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u540c\u6837\uff0c\u672c\u6587\u91c7\u7528\u4e86\u7b80\u5355\u7684\u591a\u9636\u6bb5\uff08multi-stage\uff09\u4f53\u7cfb\u7ed3\u6784\uff0c\u4f7f\u7528\u4e86Adam\u7684\u4f18\u5316\u65b9\u6cd5\uff0c\u5f52\u4e00\u5316\u8f93\u5165\u56fe\u7247\u4e3a256&#215;256\uff0c\u91c7\u7528\u968f\u673a\u7684\u5e73\u79fb\u3001\u7f29\u653e\u3001\u65cb\u8f6c\u548c\u7ffb\u8f6c\u6765\u6269\u5927\u6570\u636e\u96c6\u7b49\u3002<\/p>\n<section  class=\"mpa-template\" mpa-paragraph-type=\"secondTitle\">\n<p><br  \/><\/p>\n<section class=\"\"    style=\"color: rgb(51, 51, 51);font-size: 17px;letter-spacing: 0.544px;text-align: justify;\">\n<section  style=\"margin-top: 20px;display: flex;justify-content: center;align-items: center;\">\n<section   style=\"padding-right: 30px;padding-left: 30px;min-width: 60px;text-align: center;border-bottom: 2px solid rgb(232, 230, 230);\">\n<section  style=\"padding-right: 10px;padding-left: 10px;display: inline-block;font-size: 14px;color: rgb(123, 12, 0);border-bottom: 2px solid rgb(123, 12, 0);transform: translate(0px, 2px);border-top-color: rgb(123, 12, 0);border-right-color: rgb(123, 12, 0);border-left-color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(123, 12, 0);\"><\/p>\n<p style=\"clear: both;min-height: 1em;border-color: rgb(123, 12, 0);\"><span mpa-is-content=\"t\" style=\"font-size: 16px;border-color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\" mpa-is-content=\"t\" style=\"border-color: rgb(123, 12, 0);\">3.2 MPII\u6570\u636e\u96c6<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><br  \/><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">MPII\u662f\u5355\u4eba2D\u59ff\u52bf\u4f30\u8ba1\u7684\u6570\u636e\u96c6\uff0c\u56fe\u7247\u662f\u4eceYouTube\u89c6\u9891\u4e2d\u6536\u96c6\u7684\uff0c\u8986\u76d6\u4e86\u4eba\u7c7b\u7684\u65e5\u5e38\u6d3b\u52a8\uff0c\u5305\u62ec\u590d\u6742\u7684\u59ff\u52bf\u548c\u56fe\u7247\u5916\u89c2\u3002\u4e00\u5171\u5927\u7ea62\u4e075\u5343\u5f20\u56fe\u7247\u3002\u5728\u8bc4\u4f30\u4e2d\uff0c\u4f7f\u7528\u6b63\u786e\u4f30\u8ba1\u7684\u5173\u952e\u70b9\u7684\u6bd4\u4f8b\uff08Percentage of Correct Keypoints, PCK\uff09\u4f5c\u4e3a\u5ea6\u91cf\u3002\u4e00\u4e2a\u5173\u952e\u70b9\u7684\u4f30\u8ba1\u503c\u540c\u771f\u5b9e\u4f4d\u7f6e\u7684\u8ddd\u79bb\u5c0f\u4e8e\u5934\u90e8\u957f\u5ea6\u7684\u67d0\u4e2a\u6bd4\u4f8ba\u65f6\uff0c\u88ab\u8ba4\u4e3a\u662f\u6b63\u786e\u4f30\u8ba1\u7684\uff0c\u8be5\u8bc4\u4f30\u65b9\u6cd5\u79f0\u4e3aPCK@a\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><br  \/><\/p>\n<p style=\"text-align:center;\"><img class=\"\"          style=\"width: 100%;height: auto;box-shadow: none;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma9-1534230892.png\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<blockquote>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><span style=\"color: rgb(136, 136, 136);\">\u4f20\u9001\u95e8\uff1a<\/span><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><span style=\"color: rgb(136, 136, 136);\">http:\/\/human-pose.mpi-inf.mpg.de\/<\/span><\/p>\n<\/blockquote>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><br  \/><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><span style=\"color: rgb(122, 68, 66);font-size: 16px;\">\u79ef\u5206\u56de\u5f52\u7684\u5f71\u54cd<\/span><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><br  \/><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u88681\u662f\u5b9e\u9a8c\u7684\u5bf9\u6bd4\u7ed3\u679c\uff0c\u5176\u4e2d\uff0cI*\u3001I1\u3001I2\u3001I3\u662f\u79ef\u5206\u56de\u5f52\u7684\u65b9\u6cd5\uff0cH1\uff0cH2\uff0cH3\u662f\u57fa\u4e8e\u70ed\u5ea6\u56fe\u7684\u65b9\u6cd5\uff0cR1\u662f\u76f4\u63a5\u56de\u5f52\u7684\u65b9\u6cd5\u3002\u8fd9\u6837\u7684\u7ed3\u679c\u8868\u660e\u4e86\u70ed\u5ea6\u56fe\u548c\u5173\u8282\u7684\u8054\u5408\u8bad\u7ec3\u662f\u6709\u6548\u7684\u3002\u5c24\u5176\uff0cI*\u7684\u8868\u73b0\u4e5f\u4e0d\u9519\uff0c\u4ec5\u6b21\u4e8eI1\u3001I2\u3001I3\uff08I*\u6307\u7684\u662f\u53ea\u4f7f\u7528\u4e86\u5173\u8282\u7684\u635f\u5931\u6ca1\u6709\u5305\u62ec\u70ed\u5ea6\u56fe\u7684\u635f\u5931\uff09\uff0c<strong>\u8fd9\u662f\u7531\u4e8eI*\u7528\u4e8e\u56de\u5f52\u7684\u7279\u5f81\u66f4\u597d\uff0c\u4f18\u4e8e\u76f4\u63a5\u56de\u5f52\uff0c\u56e0\u4e3aI* \u548c\u76f4\u63a5\u56de\u5f52\u65b9\u6cd5R1\u7684\u76d1\u7763\u4fe1\u53f7\u548c\u7f51\u7edc\u7ed3\u6784\u90fd\u662f\u76f8\u540c\u7684\u3002<\/strong><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><br  \/><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u6211\u4eec\u53ef\u4ee5\u5f97\u51fa\u4e24\u4e2a\u7ed3\u8bba\uff1a\uff081\uff09\u4f7f\u7528\u6f5c\u5728\u7684\u70ed\u5ea6\u56fe\u7279\u5f81\u7684\u79ef\u5206\u56de\u5f52\u662f\u6709\u6548\u7684\uff08I*&gt;H, I*&gt;R\uff09\uff0c\u5373\u4f7f\u5728\u4e0d\u4f7f\u7528\u70ed\u5ea6\u56fe\u76d1\u7763\u7684\u60c5\u5f62\u4e0b\uff1b\uff082\uff09\u70ed\u5ea6\u56fe\u548c\u5173\u8282\u4f4d\u7f6e\u9884\u6d4b\u7684\u8054\u5408\u8bad\u7ec3\u7ed3\u5408\u4e86\u4e24\u79cd\u8303\u5f0f\u7684\u4f18\u70b9\uff0c\u8868\u73b0\u6700\u597d\uff08I&gt;H,R,I*\uff09\u3002<\/p>\n<p style=\"text-align:center;\"><img class=\"\"     style=\"border-style: solid;border-width: 0px;box-shadow: none;border-color: rgb(0, 0, 0);width: 100%;height: auto;visibility: visible !important;\"    src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma7-1534230892-1.png\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<p style=\"text-align: center;line-height: 1.5em;\"><span style=\"letter-spacing: normal;color: rgb(136, 136, 136);\"><strong><span style=\"letter-spacing: normal;font-size: 13px;\">\u88681. MPII\u6570\u636e\u96c6\u4e0a\uff0c\u5404\u79cd\u65b9\u6cd5\u7684\u5bf9\u6bd4\u7ed3\u679c\u3002\u5176\u4e2d\uff0cI*\u3001I1\u3001I2\u3001I3\u662f\u79ef\u5206\u56de\u5f52\u7684\u65b9\u6cd5\uff0cH1\uff0cH2\uff0cH3\u662f\u57fa\u4e8e\u70ed\u5ea6\u56fe\u7684\u65b9\u6cd5\uff0cR1\u662f\u76f4\u63a5\u56de\u5f52\u7684\u65b9\u6cd5\u3002<\/span><\/strong><\/span><\/p>\n<p style=\"margin: 0px;text-align: center;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><span style=\"font-size: 16px;\"><br  \/><\/span><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><span style=\"color: rgb(122, 68, 66);font-size: 16px;\">\u5206\u8fa8\u7387\u7684\u5f71\u54cd<\/span><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><br  \/><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u5982\u88682\u6240\u793a\uff0c\u6bd4\u8f83\u4e86\u5728\u4e24\u79cd\u65b9\u6cd5\uff08H1\/I1\uff09\uff0c\u4e24\u79cd\u8f93\u5165\u56fe-&gt;\u7279\u5f81\u56fe\u7684\u5206\u8fa8\u7387\u548c\u4e24\u79cd\u70ed\u5ea6\u56fe\u5c3a\u5bf8\uff08\u4f7f\u75283\u62162\u4e2a\u4e0a\u91c7\u6837\u5c42\uff09\u60c5\u5f62\u4e0b\uff0c\u6027\u80fd\uff08mAP@0.5, map@0.1, AUC\uff09\u3001\u8ba1\u7b97\uff08FLOPs\uff09\u548c\u7f51\u7edc\u53c2\u6570\u4e2a\u6570\u7684\u7ed3\u679c\u3002\u6beb\u65e0\u7591\u95ee\uff0c\u4f7f\u7528\u66f4\u5927\u7684\u56fe\u7247\u5c3a\u5bf8\u548c\u70ed\u5ea6\u56fe\u5c3a\u5bf8\u53ef\u4ee5\u83b7\u5f97\u66f4\u597d\u7684\u7cbe\u5ea6\u3002\u7136\u800c\uff0c\u79ef\u5206\u56de\u5f52\u65b9\u6cd5\uff08I1\uff09\u76f8\u6bd4\u4e8e\u57fa\u4e8e\u70ed\u5ea6\u56fe\u7684\u65b9\u6cd5\uff08H1\uff09\uff0c\u66f4\u5c11\u53d7\u5230\u5206\u8fa8\u7387\u7684\u5f71\u54cd\u3002\u6240\u4ee5\uff0c\u5f53\u8ba1\u7b97\u80fd\u529b\u6709\u9650\u3001\u9700\u8981\u5c0f\u5206\u8fa8\u7387\u65f6\uff0c\u79ef\u5206\u56de\u5f52\u65b9\u6cd5\u66f4\u52a0\u9002\u5408\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><br  \/><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u6240\u4ee5\uff0c\u6211\u4eec\u5f97\u51fa\u7ed3\u8bba\uff1a<strong>\u79ef\u5206\u56de\u5f52\u65b9\u6cd5\u80fd\u591f\u6781\u5927\u5730\u51cf\u8f7b\u57fa\u4e8e\u70ed\u5ea6\u56fe\u65b9\u6cd5\u5e26\u6765\u7684\u91cf\u5316\u8bef\u5dee\u6216\u9700\u8981\u5927\u5206\u8fa8\u7387\u7684\u95ee\u9898\u3002<\/strong><\/p>\n<p style=\"text-align:center;\"><img class=\"\"     style=\"border-style: solid;border-width: 0px;box-shadow: none;border-color: rgb(0, 0, 0);width: 100%;height: auto;visibility: visible !important;\"    src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma0-1534230892.png\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<p style=\"text-align: center;line-height: 1.5em;\"><span style=\"color: rgb(136, 136, 136);letter-spacing: normal;\"><strong><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u88682. \u5728\u4e24\u79cd\u65b9\u6cd5\uff08H1\/I1\uff09\uff0c\u4e24\u79cd\u8f93\u5165\u56fe-&gt;\u7279\u5f81\u56fe\u7684\u5206\u8fa8\u7387\u548c\u4e24\u79cd\u70ed\u5ea6\u56fe\u5c3a\u5bf8\uff08\u4f7f\u75283\u62162\u4e2a\u4e0a\u91c7\u6837\u5c42\uff09\u60c5\u5f62\u4e0b\uff0c\u6027\u80fd\uff08mAP@0.5, map@0.1, AUC\uff09\u3001\u8ba1\u7b97\uff08FLOPs\uff09\u548c\u7f51\u7edc\u53c2\u6570\u603b\u6570\u7684\u7ed3\u679c\u3002<\/span><\/strong><\/span><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.5em;\"><span style=\"color: rgb(122, 68, 66);font-size: 16px;\"><br  \/><\/span><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><span style=\"color: rgb(122, 68, 66);font-size: 16px;\">\u7f51\u7edc\u5bb9\u91cf\u7684\u5f71\u54cd<\/span><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><br  \/><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u88683\u5c55\u793a\u4e86\u5728\u4e24\u79cd\u65b9\u6cd5\u4e0b\u4f7f\u7528\u4e0d\u540c\u7684\u4e3b\u5e72\u7f51\u7edc\u7684\u7ed3\u679c\u3002\u4f7f\u7528\u66f4\u5927\u5bb9\u91cf\u7684\u7f51\u7edc\uff0c\u6240\u6709\u65b9\u6cd5\u7684\u6027\u80fd\u90fd\u6709\u63d0\u9ad8\uff0c\u4f46\u662f\u79ef\u5206\u56de\u5f52\u65b9\u6cd5\u7684\u6027\u80fd\u4ecd\u7136\u9ad8\u4e8e\u57fa\u4e8e\u70ed\u5ea6\u56fe\u7684\u65b9\u6cd5\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><br  \/><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u867d\u7136\u4f7f\u7528\u5927\u89c4\u6a21\u7684\u7f51\u7edc\u63d0\u9ad8\u4e86\u6027\u80fd\uff0c\u4f46\u662f\u540c\u65f6\u5e26\u6765\u4e86\u66f4\u5927\u7684\u8ba1\u7b97\u91cf\u3002\u79ef\u5206\u56de\u5f52\u65b9\u6cd5I1\u4f7f\u7528ResNet-18\u5df2\u7ecf\u5b9e\u73b0\u4e86\u76f8\u5f53\u4e8e\u4f7f\u7528ResNet-101\u7684H1\u7684\u6027\u80fd\u3002\u6240\u4ee5\u5728\u5b9e\u9645\u4e2d\uff0c\u9700\u8981\u4f7f\u7528\u5c0f\u89c4\u6a21\u7f51\u7edc\u65f6\uff0c\u79ef\u5206\u56de\u5f52\u662f\u4e2a\u66f4\u597d\u7684\u9009\u62e9\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><br  \/><\/p>\n<section  class=\"mpa-template\" mpa-paragraph-type=\"body\">\n<section style=\"text-align:center;\"><img class=\"\"     style=\"border-style: solid;border-width: 0px;box-shadow: none;border-color: rgb(0, 0, 0);width: 100%;height: auto !important;visibility: visible !important;\" width=\"69%\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma8-1534230893.png\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/section>\n<\/section>\n<p style=\"text-align: center;line-height: 1.5em;\"><span style=\"letter-spacing: normal;\"><strong><span style=\"font-size: 13px;color: rgb(136, 136, 136);\">\u88683.\u5728\u4e24\u79cd\u65b9\u6cd5\u4e0b\u4f7f\u7528\u4e0d\u540c\u7684\u4e3b\u5e72\u7f51\u7edc\u7684\u5bf9\u6bd4\u7ed3\u679c<\/span><\/strong><\/span><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><br  \/><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><span style=\"color: rgb(122, 68, 66);font-size: 16px;\">\u591a\u9636\u6bb5\u7684\u5f71\u54cd<\/span><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><br  \/><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u88684\u5c55\u793a\u4e86\u591a\u9636\u6bb5\u5b9e\u73b0\u5728\u4f7f\u7528\u4e0e\u4e0d\u4f7f\u7528\u79ef\u5206\u56de\u5f52\u65b9\u6cd5\u65f6\u7684\u7ed3\u679c\u3002\u6211\u4eec\u4ece\u4e2d\u5f97\u51fa\u4e24\u4e2a\u7ed3\u8bba\uff1a\uff081\uff09\u79ef\u5206\u56de\u5f52\u65b9\u6cd5\u53ef\u4ee5\u548c\u591a\u9636\u6bb5\u7684\u7ed3\u6784\u6709\u6548\u7ed3\u5408\uff0c\u6027\u80fd\u4f1a\u968f\u7740\u9636\u6bb5\u6570\u7684\u589e\u52a0\u800c\u63d0\u9ad8\uff1b\uff082\uff09\u5728\u6240\u6709\u9636\u6bb5\u6570\u4e0b\uff0c\u79ef\u5206\u56de\u5f52\u7684\u65b9\u6cd5\u90fd\u8d85\u8fc7\u57fa\u4e8e\u70ed\u5ea6\u56fe\u7684\u65b9\u6cd5\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><br  \/><\/p>\n<section  class=\"mpa-template\" mpa-paragraph-type=\"body\">\n<section style=\"text-align:center;\"><img class=\"\"     style=\"border-style: solid;border-width: 0px;box-shadow: none;border-color: rgb(0, 0, 0);width: 100%;height: auto !important;visibility: visible !important;\" width=\"69%\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma4-1534230893.png\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/section>\n<\/section>\n<p style=\"text-align: center;\"><strong><span style=\"font-size: 13px;color: rgb(136, 136, 136);\">\u88684. \u591a\u9636\u6bb5\u5b9e\u73b0\u4e2d\uff0c\u4f7f\u7528\u4e0e\u4e0d\u4f7f\u7528\u79ef\u5206\u56de\u5f52\u65b9\u6cd5\u65f6\u7684\u7ed3\u679c<\/span><\/strong><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><br  \/><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u4ece\u4ee5\u4e0a\u7684\u7814\u7a76\u4e2d\uff0c\u6211\u4eec\u5f97\u51fa\u7ed3\u8bba\uff1a<strong>\u79ef\u5206\u56de\u5f52\u7684\u6709\u6548\u6027\u6765\u6e90\u4e8e\u5b83\u7684\u7279\u5f81\u8868\u793a<\/strong>\u3002\u56e0\u4e3a\u8be5\u65b9\u6cd5\u5728\u4e0d\u540c\u7684\u70ed\u5ea6\u56fe\u635f\u5931\uff08H1\u3001H2\u3001H3\uff09\u3001\u4e0d\u540c\u8bad\u7ec3\u65b9\u6cd5\uff08\u8054\u5408\u6216\u4e0d\u8054\u5408\uff09\u3001\u4e0d\u540c\u7684\u5206\u8fa8\u7387\u548c\u4e0d\u540c\u7684\u7f51\u7edc\u7ed3\u6784\uff08\u6df1\u5ea6\u6216\u591a\u9636\u6bb5\uff09\u4e0b\uff0c\u90fd\u6709\u597d\u7684\u8868\u73b0\u3002<\/p>\n<section  class=\"mpa-template\" mpa-paragraph-type=\"secondTitle\">\n<p><br  \/><\/p>\n<section class=\"\"    style=\"color: rgb(51, 51, 51);font-size: 17px;letter-spacing: 0.544px;text-align: justify;\">\n<section  style=\"margin-top: 20px;display: flex;justify-content: center;align-items: center;\">\n<section   style=\"padding-right: 30px;padding-left: 30px;min-width: 60px;text-align: center;border-bottom: 2px solid rgb(232, 230, 230);\">\n<section  style=\"padding-right: 10px;padding-left: 10px;display: inline-block;font-size: 14px;color: rgb(123, 12, 0);border-bottom: 2px solid rgb(123, 12, 0);transform: translate(0px, 2px);border-top-color: rgb(123, 12, 0);border-right-color: rgb(123, 12, 0);border-left-color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(123, 12, 0);\"><\/p>\n<p style=\"clear: both;min-height: 1em;border-color: rgb(123, 12, 0);\"><span mpa-is-content=\"t\" style=\"font-size: 16px;border-color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\" mpa-is-content=\"t\" style=\"border-color: rgb(123, 12, 0);\">3.3 COCO\u6570\u636e\u96c6<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><br  \/><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">COCO\u5173\u952e\u70b9\u7684\u6311\u6218\u662f\u9700\u8981\u5728\u4e0d\u53ef\u63a7\u7684\u73af\u5883\u4e0b\uff0c\u8fdb\u884c\u591a\u4eba\u68c0\u6d4b\u548c\u59ff\u52bf\u4f30\u8ba1\u3002\u8bad\u7ec3\u96c6\u3001\u9a8c\u8bc1\u96c6\u548c\u6d4b\u8bd5\u96c6\u4e00\u5171\u5305\u542b\u6807\u8bb0\u4e86\u5173\u952e\u70b9\u768420\u4e07\u5f20\u56fe\u7247\u548c25\u4e07\u4e2a\u4eba\u3002\u8bc4\u4f30\u65b9\u6cd5\u662f\u5b9a\u4e49\u4e86\u7269\u4f53\u5173\u952e\u70b9\u76f8\u4f3c\u5ea6\uff08object keypoint similarity, OKS\uff09\uff0c\u5e76\u4f7f\u7528\u4e86\u572810\u4e2aOKS\u9608\u503c\u4e0a\u7684\u5e73\u5747\u7cbe\u5ea6\u4f5c\u4e3a\u5ea6\u91cf\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><br  \/><\/p>\n<div class=\"post-image\"><img class=\"\"       style=\"\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma3-1534230893.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/div>\n<blockquote>\n<p mpa-paragraph-type=\"body\" style=\"letter-spacing: 0px;white-space: normal;font-size: 15px;line-height: 1.75;\"><span style=\"color: rgb(136, 136, 136);font-size: 15px;\">\u4f20\u9001\u95e8\uff1a<\/span><\/p>\n<p mpa-paragraph-type=\"body\" style=\"letter-spacing: 0px;white-space: normal;font-size: 15px;line-height: 1.75;\"><span style=\"color: rgb(136, 136, 136);font-size: 15px;\">http:\/\/cocodataset.org\/#download<\/span><\/p>\n<\/blockquote>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><strong><br  \/><\/strong><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><strong>\u672c\u6587\u4f7f\u7528\u4e86\u4e24\u9636\u6bb5\u7684\u81ea\u4e0a\u800c\u4e0b\u7684\u8303\u5f0f\uff0c\u5373\u5148\u68c0\u6d4b\u884c\u4eba\uff0c\u540e\u4f30\u8ba1\u59ff\u52bf\u3002<\/strong>\u5728\u884c\u4eba\u68c0\u6d4b\u4e0a\uff0c\u4f7f\u7528\u5e26\u6709\u53ef\u53d8\u5f62\u5377\u79ef\u7684Faster-RCNN\uff0c\u5e76\u4f7f\u7528Xception\u4f5c\u4e3a\u4e3b\u5e72\u7f51\u7edc\u3002\u59ff\u52bf\u4f30\u8ba1\u65f6\uff0c\u5bf9\u6bd4\u4e86\u57fa\u4e8e\u70ed\u5ea6\u56fe\u7684\u65b9\u6cd5\uff08H1\uff09\u548c\u79ef\u5206\u56de\u5f52\u7684\u65b9\u6cd5\uff08I1\uff09\uff0c\u6240\u6709\u7684\u8bbe\u7f6e\u548cMPII\u4e2d\u51e0\u4e4e\u76f8\u540c\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><br  \/><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u5b9e\u9a8c\u7684\u7ed3\u679c\u5982\u88685\u6240\u793a\uff0c\u79ef\u5206\u56de\u5f52\u7684\u65b9\u6cd5\u6bd4\u57fa\u4e8e\u70ed\u5ea6\u56fe\u7684\u65b9\u6cd5\u8d85\u51fa\u4e861.5\u4e2a\u767e\u5206\u70b9\uff0c\u662f\u5f53\u524d\u7684state-of-the-art\u3002<\/p>\n<section  class=\"mpa-template\" mpa-paragraph-type=\"body\">\n<section style=\"text-align:center;\"><img class=\"\"     style=\"border-style: solid;border-width: 0px;box-shadow: none;border-color: rgb(0, 0, 0);width: 100%;height: auto !important;visibility: visible !important;\" width=\"69%\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma1-1534230893.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><strong style=\"font-size: 13px;\"><span style=\"color: rgb(136, 136, 136);\">\u88685. COCO\u6570\u636e\u96c6\u7684\u5b9e\u9a8c\u7ed3\u679c<\/span><\/strong><\/section>\n<\/section>\n<section  class=\"mpa-template\" mpa-paragraph-type=\"secondTitle\">\n<p><br  \/><\/p>\n<section class=\"\"    style=\"color: rgb(51, 51, 51);font-size: 17px;letter-spacing: 0.544px;text-align: justify;\">\n<section  style=\"margin-top: 20px;display: flex;justify-content: center;align-items: center;\">\n<section   style=\"padding-right: 30px;padding-left: 30px;min-width: 60px;text-align: center;border-bottom: 2px solid rgb(232, 230, 230);\">\n<section  style=\"padding-right: 10px;padding-left: 10px;display: inline-block;font-size: 14px;color: rgb(123, 12, 0);border-bottom: 2px solid rgb(123, 12, 0);transform: translate(0px, 2px);border-top-color: rgb(123, 12, 0);border-right-color: rgb(123, 12, 0);border-left-color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(123, 12, 0);\"><\/p>\n<p style=\"clear: both;min-height: 1em;border-color: rgb(123, 12, 0);\"><span mpa-is-content=\"t\" style=\"font-size: 16px;border-color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\" mpa-is-content=\"t\" style=\"border-color: rgb(123, 12, 0);\">3.4 Human3.6M\u6570\u636e\u96c6<\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><br  \/><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">Human3.6M\u662f\u76ee\u524d\u6700\u5927\u76843D\u4eba\u4f53\u59ff\u52bf\u4f30\u8ba1\u6570\u636e\u96c6\u3002\u6570\u636e\u662f\u5728\u53ef\u63a7\u7684\u73af\u5883\u4e2d\u91c7\u96c6\u7684\uff0c\u5305\u62ec360\u4e07\u5e27\u7684\u89c6\u9891\uff0c\u4ece4\u4e2a\u76f8\u673a\u4e2d\u6355\u6349\u523011\u4e2a\u4eba\uff085\u540d\u5973\u6027\uff0c6\u540d\u7537\u6027\uff09\u768415\u79cd\u6d3b\u52a8\u3002\u91c7\u96c6\u8005\u548c\u80cc\u666f\u7684\u56fe\u50cf\u90fd\u662f\u7b80\u5355\u7684\u3002<\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><br  \/><\/p>\n<div class=\"post-image\"><img class=\"\"          style=\"width: 100%;height: auto;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma1-1534230894.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/div>\n<blockquote>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><span style=\"color: rgb(136, 136, 136);\">\u4f20\u9001\u95e8\uff1a<\/span><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><span style=\"color: rgb(136, 136, 136);\">http:\/\/vision.imar.ro\/human3.6m\/deion.php<\/span><\/p>\n<\/blockquote>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><strong><br  \/><\/strong><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><strong>\u672c\u6587\u4f7f\u7528\u4e86\u4e24\u79cd\u8bad\u7ec3\u7b56\u7565\uff1a\uff081\uff09\u53ea\u4f7f\u7528\u4e86Human3.6M\u76843D\u6570\u636e\u4f5c\u4e3a\u8bad\u7ec3\u96c6\uff1b\uff082\uff09\u540c\u65f6\u4f7f\u7528\u4e86Human3.6M\u76843D\u6570\u636e\u548cMPII\u76842D\u6570\u636e\u4f5c\u4e3a\u8bad\u7ec3\u96c6\u3002<\/strong><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\"><br  \/><\/p>\n<p style=\"margin: 0px;text-align: left;color: rgb(0, 0, 0);letter-spacing: 0px;font-size: 15px;line-height: 1.75;\" mpa-paragraph-type=\"body\">\u5b9e\u9a8c\u7684\u7ed3\u679c\u8868\u660e\uff1a\uff081\uff09\u5728\u4e24\u79cd\u7b56\u7565\u4e0b\uff0c\u79ef\u5206\u56de\u5f52\u90fd\u53ef\u4ee5\u6781\u5927\u5730\u63d0\u9ad8\u7cbe\u5ea6\uff1b\uff082\uff09\u6df7\u5408\u4f7f\u7528\u4e862D\u548c3D\u8bad\u7ec3\u6570\u636e\u540e\uff0c\u7ed3\u679c\u90fd\u5f97\u5230\u63d0\u9ad8\uff0c\u5982\u88686\u6240\u793a\u3002\u591a\u9636\u6bb5\u7684\u7ed3\u6784\u3001\u7f51\u7edc\u89c4\u6a21\u548c\u5206\u8fa8\u7387\u5bf9\u7ed3\u679c\u7684\u5f71\u54cd\u4e0e\u4e4b\u524d\u7684\u7ed3\u8bba\u76f8\u540c\u3002<\/p>\n<p style=\"text-align:center;\"><img class=\"\"     style=\"margin: initial;transform: initial;width: 100%;height: auto;box-shadow: none;\"    src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma7-1534230894.png\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<p style=\"text-align: center;\"><strong><span style=\"font-size: 13px;color: rgb(136, 136, 136);\">\u88686. \u5728\u4e24\u79cd\u7b56\u7565\u4e0b\uff0c\u79ef\u5206\u56de\u5f52\u65b9\u6cd5\uff08I*\u3001I1\u3001I2\uff09\u548c\u76f8\u5e94\u57fa\u672c\u65b9\u6cd5\uff08R1\u3001H1\u3001H2\uff09\u7684\u7ed3\u679c<\/span><\/strong><\/p>\n<p style=\"text-align: center;\"><br  \/><\/p>\n<p><br  \/><\/p>\n<section class=\"mpa-template\"   >\n<blockquote style=\"padding-left: 10px;border-left: 3px solid rgb(219, 219, 219);color: rgb(51, 51, 51);font-size: 17px;letter-spacing: 0.544px;text-align: justify;\" mpa-from-tpl=\"t\">\n<p style=\"clear: both;min-height: 1em;line-height: 1.75em;\"><span style=\"color: rgb(136, 136, 136);font-size: 14px;letter-spacing: 0.544px;\">\u4f5c\u8005\uff1a\u4e01\u6653\u9759<\/span><\/p>\n<p style=\"clear: both;min-height: 1em;line-height: 1.75em;\"><span style=\"color: rgb(136, 136, 136);font-size: 14px;letter-spacing: 0.544px;\">\u5ba1\u6821\uff1a\u5c09\u65b9\u97f3<\/span><br  \/><\/p>\n<p style=\"clear: both;min-height: 1em;line-height: 1.75em;\"><span style=\"color: rgb(136, 136, 136);font-size: 14px;\">\u7f16\u8f91\uff1a\u738b\u6021\u853a<\/span><\/p>\n<\/blockquote>\n<\/section>\n<p style=\"white-space: normal;color: rgb(51, 51, 51);text-align: center;\">&nbsp;<\/p>\n<section class=\"mpa-template\"    style=\"white-space: normal;\">\n<section class=\"\"    style=\"color: rgb(51, 51, 51);letter-spacing: 0.544px;text-align: justify;\">\n<section  style=\"margin-top: 20px;display: flex;justify-content: center;align-items: center;\">\n<section   style=\"padding-right: 30px;padding-left: 30px;min-width: 60px;text-align: center;border-bottom-width: 2px;border-bottom-style: solid;border-bottom-color: rgb(232, 230, 230);\">\n<section  style=\"padding-right: 10px;padding-left: 10px;display: inline-block;color: rgb(123, 12, 0);border-bottom-width: 2px;border-bottom-style: solid;border-color: rgb(123, 12, 0);transform: translate(0px, 2px);\"><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(123, 12, 0);\"><\/p>\n<p style=\"min-height: 1em;border-color: rgb(123, 12, 0);\">\u514d\u8d39\u76f4\u64ad\uff1a<\/p>\n<p style=\"min-height: 1em;border-color: rgb(123, 12, 0);\"><span style=\"letter-spacing: 0.544px;\">\u8ba1\u7b97\u673a\u89c6\u89c9\u5165\u95e8\u8bfe<\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<p>&nbsp;&nbsp;<\/p>\n<\/section>\n<p style=\"white-space: normal;min-height: 1em;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u96c6\u667aAI\u5b66\u56ed\u7279\u9080\u8bba\u6587\u4f5c\u8005\u4e4b\u4e00<strong>\u5c09\u65b9\u97f3\uff08 Fangyin Wei\uff09<\/strong>\u5f00\u8bbe\u4e00\u573a2\u4e2a\u5c0f\u65f6\u7684\u7ebf\u4e0a\u516c\u5f00\u8bfe\uff0c\u4ecb\u7ecd\u8ba1\u7b97\u673a\u89c6\u89c9\u4e2d\u7684\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\u3002<\/span><\/p>\n<p style=\"white-space: normal;min-height: 1em;line-height: 1.75em;\"><span style=\"font-size: 15px;\"><br  \/><\/span><\/p>\n<p style=\"white-space: normal;min-height: 1em;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u5c09\u65b9\u97f3\u6bd5\u4e1a\u4e8e\u5317\u4eac\u5927\u5b66\u4fe1\u606f\u79d1\u5b66\u6280\u672f\u5b66\u9662\uff0c\u5373\u5c06\u8d74\u666e\u6797\u65af\u987f\u5927\u5b66\u653b\u8bfb\u8ba1\u7b97\u673a\u79d1\u5b66\u535a\u58eb\u5b66\u4f4d\u3002\u5979\u7684\u7814\u7a76\u5174\u8da3\u5305\u62ec\u8ba1\u7b97\u673a\u89c6\u89c9\u548c\u6df1\u5ea6\u5b66\u4e60\u7b49\uff0c\u66fe\u5728\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u548c\u5546\u6c64\u79d1\u6280\u76f8\u5173\u7814\u53d1\u56e2\u961f\u5b9e\u4e60\u3002<\/span><\/p>\n<p style=\"white-space: normal;min-height: 1em;line-height: 1.75em;\"><span style=\"font-size: 15px;\"><br  \/><\/span><\/p>\n<p style=\"white-space: normal;min-height: 1em;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u5173\u4e8e\u8fd9\u4f4d\u7f8e\u5973+\u5b66\u9738\u8bb2\u5e08\u7684\u66f4\u591a\u8be6\u7ec6\u4ecb\u7ecd\uff0c\u8bf7\u70b9\u51fb\u94fe\u63a5\u67e5\u770b\uff1a<\/span><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzI0MjY5NTM2MQ==&amp;mid=2247486347&amp;idx=1&amp;sn=95492e54a0f941261fba64532672b236&amp;chksm=e9792625de0eaf3329b3b9d25098444ffc9b1ba24c6d91a2512c660e87dbc888dd0d6a1974f2&amp;scene=21#wechat_redirect\" target=\"_blank\" style=\"font-size: 15px;text-align: center;\">\u5979\u4e0d\u77e5\u9053\u6768\u8d85\u8d8a\u3001101\uff0c\u4f46\u5979\u559c\u6b22\u5199\u4ee3\u7801<\/a><\/p>\n<p style=\"white-space: normal;\"><br  \/><\/p>\n<p style=\"white-space: normal;text-align: center;\"><img class=\"\"      style=\"height: 756px;width: 426px;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma8-1534230894.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<p style=\"white-space: normal;text-align: center;\"><span style=\"color: rgb(136, 136, 136);\"><strong><span style=\"font-size: 14px;\">\u626b\u7801\u5165\u7fa4\u770b\u76f4\u64ad<\/span><\/strong><\/span><\/p>\n<p style=\"color: rgb(51, 51, 51);text-align: center;\"><br  \/><\/p>\n<p style=\"color: rgb(51, 51, 51);text-align: center;\"><br  \/><\/p>\n<section class=\"mpa-template\"    style=\"white-space: normal;\">\n<section>\n<section class=\"layout\" style=\"margin-right: auto;margin-left: auto;text-align: center;\">\n<section style=\"margin: 10px auto -14px;border-bottom: 1px solid rgb(198, 198, 199);border-top: 2px solid rgb(198, 198, 199);color: rgb(51, 51, 51);height: 5px;\"><\/section>\n<section style=\"margin-top: -10px;padding: 10px;display: inline-block;background-color: rgb(254, 254, 254);\">\n<p style=\"font-size: 18px;\"><span style=\"font-size: 16px;\"><strong><span style=\"color: rgb(123, 12, 0);\">\u72ec\u5bb6\u7ebf\u4e0a\u76f4\u64ad<\/span><\/strong><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"white-space: normal;text-align: center;\"><span style=\"font-size: 15px;\"><strong><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247489207&amp;idx=2&amp;sn=17fa9cf9628ab204c1a8163a75a39824&amp;chksm=e8944c3adfe3c52c272c8461f02e5d1fa906029da282a783a67f848028586474886cc9924002&amp;scene=21#wechat_redirect\" target=\"_blank\">2018\u5317\u4eac\u5e08\u8303\u5927\u5b66\u590d\u6742\u7cfb\u7edf\u590f\u4ee4\u8425\u540d\u5e08\u8bb2\u5ea7<\/a><\/strong><\/span><\/p>\n<p style=\"white-space: normal;text-align: center;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247489207&amp;idx=2&amp;sn=17fa9cf9628ab204c1a8163a75a39824&amp;chksm=e8944c3adfe3c52c272c8461f02e5d1fa906029da282a783a67f848028586474886cc9924002&amp;scene=21#wechat_redirect\" target=\"_blank\"><\/a><\/p>\n<p style=\"white-space: normal;\"><img class=\"\"      src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma0-1534230895.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<p style=\"white-space: normal;text-align: center;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247489207&amp;idx=2&amp;sn=17fa9cf9628ab204c1a8163a75a39824&amp;chksm=e8944c3adfe3c52c272c8461f02e5d1fa906029da282a783a67f848028586474886cc9924002&amp;scene=21#wechat_redirect\" target=\"_blank\"><\/a><br  \/><\/p>\n<p style=\"white-space: normal;text-align: center;\"><span style=\"font-size: 14px;\">(\u70b9\u51fb\u56fe\u7247\u67e5\u770b\u76f4\u64ad\u8be6\u60c5)<\/span><\/p>\n<p style=\"white-space: normal;text-align: center;\"><span style=\"font-size: 15px;\"><br  \/><\/span><\/p>\n<p style=\"white-space: normal;text-align: center;\"><span style=\"font-size: 15px;\">\u96c6\u667aAI\u5b66\u56ed\u5c06\u5bf9\u590f\u4ee4\u8425\u8bb2\u5ea7\u72ec\u5bb6\u5168\u7a0b\u76f4\u64ad\uff01<\/span><\/p>\n<p style=\"white-space: normal;\"><br  \/><\/p>\n<p style=\"white-space: normal;line-height: 1.75em;text-align: center;\"><img class=\"\"              style=\"height: 150px;width: 150px;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma2-1534230895.png\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<p style=\"white-space: normal;color: rgb(51, 51, 51);line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 14px;\"><strong mpa-from-tpl=\"t\" style=\"font-size: 15px;\">\u66f4\u591a\u4e92\u52a8\u4ea4\u6d41\uff0c\u8bf7\u626b\u7801\u5165\u7fa4<\/strong><\/span><\/p>\n<p style=\"color: rgb(51, 51, 51);text-align: center;\"><br  \/><\/p>\n<p style=\"color: rgb(51, 51, 51);text-align: center;\"><br  \/><\/p>\n<hr style=\"color: rgb(62, 62, 62);font-size: 16px;line-height: 25.6px;widows: 1;background-color: rgb(255, 255, 255);\"  \/>\n<p style=\"text-align:center;\"><img class=\"__bg_gif\"     style=\"letter-spacing: 0.5px;visibility: visible !important;width: 64px !important;\" width=\"100%\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma6-1534230895.gif\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<section   style=\"margin-right: 0.5em;margin-left: 0.5em;color: rgb(62, 62, 62);font-size: 16px;line-height: 25.6px;widows: 1;letter-spacing: 0.5px;background-color: rgb(255, 255, 255);\">\n<section   style=\"margin-right: 0.5em;margin-left: 0.5em;line-height: 25.6px;outline: none;\">\n<section   style=\"margin-right: 0.5em;margin-left: 0.5em;line-height: 25.6px;outline: none;\">\n<section   style=\"outline: none;\">\n<section  style=\"margin-right: 0.5em;margin-left: 0.5em;font-size: 15px;outline: none;\">\n<section  style=\"line-height: 25.6px;border-color: rgb(123, 12, 0);\">\n<p style=\"margin-top: 10px;margin-bottom: 10px;padding-right: 3px;padding-left: 3px;text-align: center;\"><strong mpa-from-tpl=\"t\"><span style=\"font-size: 12px;color: rgb(136, 136, 136);\">\u96c6\u667aQQ\u7fa4\uff5c292641157<br  \/>\u5546\u52a1\u5408\u4f5c\u53ca\u6295\u7a3f\u8f6c\u8f7d\uff5cswarma@swarma.org<br  \/><\/span><\/strong><\/p>\n<section   style=\"margin-right: 0.5em;margin-left: 0.5em;\">\n<h1 style=\"margin-top: 10px;margin-bottom: 10px;line-height: 1.75em;text-align: center;\"><strong mpa-from-tpl=\"t\" style=\"font-size: 14px;white-space: pre-wrap;color: rgb(0, 112, 192);line-height: 25.6px;\"><strong mpa-from-tpl=\"t\" style=\"line-height: 28px;white-space: normal;color: rgb(61, 170, 214);font-size: 20px;\"><span style=\"font-size: 14px;color: rgb(136, 136, 136);\"><span style=\"color: rgb(255, 76, 0);\">\u25c6&nbsp;<\/span><span style=\"color: rgb(0, 128, 255);\">\u25c6&nbsp;<\/span><span style=\"color: rgb(61, 170, 214);\">\u25c6<\/span><\/span><\/strong><\/strong><\/h1>\n<\/section>\n<p style=\"margin-right: 0.5em;margin-left: 0.5em;text-align: center;\"><span style=\"color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\"><span style=\"font-size: 14px;\">\u641c\u7d22\u516c\u4f17\u53f7\uff1a\u96c6\u667a\u4ff1\u4e50\u90e8<\/span><\/strong><\/span><\/p>\n<p style=\"margin-right: 0.5em;margin-left: 0.5em;text-align: center;\"><span style=\"color: rgb(0, 0, 0);\"><strong mpa-from-tpl=\"t\"><span style=\"font-size: 14px;\"><br  \/><\/span><\/strong><\/span><\/p>\n<p style=\"margin-right: 0.5em;margin-left: 0.5em;text-align: center;\"><span style=\"color: rgb(0, 0, 0);\"><strong mpa-from-tpl=\"t\"><span style=\"font-size: 14px;\">\u52a0\u5165\u201c\u6ca1\u6709\u56f4\u5899\u7684\u7814\u7a76\u6240\u201d<\/span><\/strong><\/span><\/p>\n<section style=\"margin-right: 0.5em;margin-left: 0.5em;\">\n<p style=\"margin: 5px auto;padding: 10px;width: 180px;border-width: 2px;border-style: dashed;border-color: rgb(132, 132, 132);line-height: 1.75em;overflow-wrap: break-word !important;text-align: center;\"><img class=\"\"      style=\"overflow-wrap: break-word !important;visibility: visible !important;width: auto !important;\" width=\"auto\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma1-1534230895.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<\/section>\n<p style=\"text-align: center;\"><span style=\"font-size: 14px;\"><br  \/><\/span><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 14px;\">\u8ba9\u82f9\u679c\u7838\u5f97\u66f4\u731b\u70c8\u4e9b\u5427\uff01<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<blockquote class='keep-source'>\n<p>\u59cb\u53d1\u4e8e\u5fae\u4fe1\u516c\u4f17\u53f7\uff1a                         \u96c6\u667a\u4ff1\u4e50\u90e8                      <\/p>\n<\/blockquote>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u5bfc\u8bed \u672c\u6587\u63d0\u51fa\u4e00\u79cd\u79ef\u5206\u56de\u5f52\u7684\u65b9\u6cd5\u7528\u4e8e\u4eba\u4f53\u59ff\u52bf\u4f30\u8ba1\u4efb\u52a1\uff0c\u8be5\u9014\u5f84\u7ed3\u5408\u4e86\u57fa\u4e8e\u70ed\u5ea6\u56fe\u7684\u65b9\u6cd5\u548c\u56de\u5f52\u65b9\u6cd5\u7684\u4f18\u70b9\uff0c\u53ef\u4ee5\u65b9\u4fbf\u5730\u5e94\u7528\u4e8e\u5e76\u6539\u8fdb\u4efb\u4f55\u57fa\u4e8e\u70ed\u5ea6\u56fe\u7684\u6a21\u578b\u3002\u672c\u6587\u901a\u8fc7\u7efc\u5408\u6027\u5b9e\u9a8c\u5168\u9762\u9a8c\u8bc1\u4e86\u8be5\u65b9\u6cd5\u7684\u6709\u6548\u6027\uff0c\u5e76\u8868\u660e\u57282D\u548c3D\u7684\u4eba\u4f53\u59ff\u52bf\u4f30\u8ba1\u6570\u636e\u96c6MPII\u3001COCO\u3001Human3.6M\u4e2d\uff0c\u672c\u65b9\u6cd5\u90fd\u53d6\u5f97\u5f53\u524d\u6700\u597d\u7684\u7ed3\u679c\u3002\u8be5\u8bba&#8230;<\/p>\n","protected":false},"author":1,"featured_media":766,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[19],"tags":[],"special":[],"_links":{"self":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/764"}],"collection":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=764"}],"version-history":[{"count":1,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/764\/revisions"}],"predecessor-version":[{"id":815,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/764\/revisions\/815"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/766"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=764"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=764"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=764"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=764"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}