{"id":3071,"date":"2024-11-25T17:11:58","date_gmt":"2024-11-25T09:11:58","guid":{"rendered":"https:\/\/www.ihub1.com\/?p=3071"},"modified":"2024-11-25T17:13:01","modified_gmt":"2024-11-25T09:13:01","slug":"%e7%bb%8f%e5%85%b8%e5%8d%a1%e5%b0%94%e6%9b%bc%e6%bb%a4%e6%b3%a2%e5%99%a8%e6%94%b9%e8%bf%9b%e8%a7%86%e9%a2%91%e7%89%88%e3%80%8c%e5%88%86%e5%89%b2%e4%b8%80%e5%88%87%e3%80%8d%ef%bc%8c%e7%bd%91%e5%8f%8b","status":"publish","type":"post","link":"https:\/\/www.ihub1.com\/index.php\/2024\/11\/25\/%e7%bb%8f%e5%85%b8%e5%8d%a1%e5%b0%94%e6%9b%bc%e6%bb%a4%e6%b3%a2%e5%99%a8%e6%94%b9%e8%bf%9b%e8%a7%86%e9%a2%91%e7%89%88%e3%80%8c%e5%88%86%e5%89%b2%e4%b8%80%e5%88%87%e3%80%8d%ef%bc%8c%e7%bd%91%e5%8f%8b\/","title":{"rendered":"\u7ecf\u5178\u5361\u5c14\u66fc\u6ee4\u6ce2\u5668\u6539\u8fdb\u89c6\u9891\u7248\u300c\u5206\u5272\u4e00\u5207\u300d\uff0c\u7f51\u53cb\uff1a\u597d\u4f18\u96c5\u7684\u65b9\u6cd5"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"3071\" class=\"elementor elementor-3071\">\n\t\t\t\t<div class=\"elementor-element elementor-element-83f60e9 e-flex e-con-boxed e-con e-parent\" data-id=\"83f60e9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-85cc845 elementor-widget elementor-widget-text-editor\" data-id=\"85cc845\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p id=\"36O0Q03O\">Meta\u7684\u89c6\u9891\u7248<strong>\u5206\u5272\u4e00\u5207<\/strong>\u2014\u2014Segment Anything Model 2\uff08SAM 2\uff09\uff0c\u53c8\u706b\u4e86\u4e00\u628a\u3002<\/p><p id=\"36O0Q03P\">\u56e0\u4e3a\u8fd9\u4e00\u6b21\uff0c\u4e00\u4e2a<strong>\u5168\u534e\u4eba<\/strong>\u56e2\u961f\uff0c\u4ec5\u4ec5\u662f\u7528\u4e86\u4e2a<strong>\u7ecf\u5178\u65b9\u6cd5<\/strong>\uff0c\u5c31\u628a\u5b83\u7684\u80fd\u529b\u62d4\u5230\u4e86\u4e00\u4e2a\u65b0\u9ad8\u5ea6\u2014\u2014<\/p><p id=\"36O0Q03Q\"><strong>\u4efb\u4f60\u79fb\u52a8\u518d\u5feb\uff0cAI<\/strong><strong>\u8ddf<\/strong><strong>\u4e22\u4e0d\u4e86\u4e00\u70b9\u70b9\uff01<\/strong><\/p><p id=\"36O0Q03R\">\u4f8b\u5982\u5728\u7535\u5f71\u300a1917\u300b\u8fd9\u6bb5\u753b\u9762\u91cc\uff0c\u4e3b\u89d2\u7a7f\u68ad\u5728\u4f17\u591a\u58eb\u5175\u4e4b\u4e2d\uff0c\u539f\u5148\u7684SAM 2\u8868\u73b0\u662f\u8fd9\u6837\u7684\uff1a<\/p><p class=\"f_center\"><img decoding=\"async\" src=\"http:\/\/dingyue.ws.126.net\/2024\/1124\/7ad43860g00snfrbx0a5ld000hs0097m.gif\" \/><br \/><br \/><\/p><p id=\"36O0Q03T\">\u55ef\uff0c\u5f53\u4e00\u5927\u7fa4\u58eb\u5175\u6d8c\u5165\u753b\u9762\u7684\u65f6\u5019\uff0cSAM 2\u628a\u4e3b\u89d2\u7ed9\u8ddf\u4e22\u4e86\u3002<\/p><p id=\"36O0Q03U\">\u4f46\u6539\u8fdb\u7248\u7684SAM 2\uff0c\u5b83\u7684\u8868\u73b0\u622a\u7136\u4e0d\u540c\uff1a<\/p><p class=\"f_center\"><img decoding=\"async\" src=\"http:\/\/dingyue.ws.126.net\/2024\/1124\/1c53e106g00snfrbx09n7d000hs008sm.gif\" \/><br \/><br \/><\/p><p id=\"36O0Q040\">\u8fd9\u4e2a\u6539\u8fdb\u7248\u7684SAM 2\uff0c\u540d\u53eb<strong>SAMURAI<\/strong>\uff08\u6b66\u58eb\uff09\uff0c\u7531\u534e\u76db\u987f\u5927\u5b66<strong>\u5168\u534e\u4eba<\/strong>\u7814\u7a76\u56e2\u961f\u63d0\u51fa\u3002<\/p><p id=\"36O0Q041\">\u4e00\u8a00\u853d\u4e4b\uff0c\u8fd9\u9879\u5de5\u4f5c\u5c31\u662f\u628aSAM 2\u4e4b\u524d\u5b58\u5728\u7684\u7f3a\u70b9\uff08\u8bb0\u5fc6\u7ba1\u7406\u65b9\u9762\u7684\u5c40\u9650\u6027\uff09\u7ed9\u586b\u8865\u4e0a\u4e86\u3002<\/p><p class=\"f_center\"><img decoding=\"async\" src=\"https:\/\/nimg.ws.126.net\/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F1124%2F055e36ebj00snfrbw000gd000hs0048m.jpg&amp;thumbnail=660x2147483647&amp;quality=80&amp;type=jpg\" \/><br \/><br \/><\/p><p id=\"36O0Q043\">\u66f4\u6709\u610f\u601d\u7684\u662f\uff0c\u8fd9\u9879\u6539\u8fdb\u5de5\u4f5c\u6240\u7528\u5230\u7684\u6838\u5fc3\u5173\u952e\u65b9\u6cd5\uff0c\u662f\u975e\u5e38\u7ecf\u5178\u7684<strong>\u5361\u5c14\u66fc\u6ee4\u6ce2\u5668<\/strong>\uff08Kalman Filter\uff0cKF\uff09\u3002<\/p><p id=\"36O0Q044\">\u5e76\u4e14\u8fd8\u662f\u65e0\u9700\u91cd\u65b0\u8bad\u7ec3\u3001\u53ef\u4ee5\u5b9e\u65f6\u8fd0\u884c\u7684\u90a3\u79cd\uff01<\/p><p id=\"36O0Q045\">\u524d\u8c37\u6b4c\u4ea7\u54c1\u7ecf\u7406\u3001\u56fd\u5916\u77e5\u540d\u535a\u4e3bBilawal Sidhu\u5728\u770b\u5b8c\u8bba\u6587\u540e\u76f4\u547c<strong>\u201c\u4f18\u96c5\u201d<\/strong>\uff1a<\/p><p>\u00a0<\/p><blockquote id=\"36O0Q06H\">\u6709\u65f6\u5019\u4f60\u4e0d\u9700\u8981\u590d\u6742\u7684\u5168\u65b0\u67b6\u6784\u2014\u2014\u53ea\u9700\u8981\u806a\u660e\u5730\u5229\u7528\u6a21\u578b\u5df2\u77e5\u7684\u4fe1\u606f\uff0c\u518d\u52a0\u4e0a\u4e00\u4e9b\u7ecf\u8fc7\u9a8c\u8bc1\u7684\u7ecf\u5178\u65b9\u6cd5\u3002<br \/>\u6211\u4eec\u7684\u201c\u8001\u670b\u53cb\u201d\u5361\u5c14\u66fc\u6ee4\u6ce2\u5668\uff0c\u8fd9\u4e48\u591a\u5e74\u8fc7\u53bb\u4e86\uff0c\u5b83\u7684\u8868\u73b0\u4f9d\u7136\u5982\u6b64\u51fa\u8272\u3002\u6709\u65f6\u5019\u8001\u6d3e\u7684\u65b9\u6cd5\u5c31\u662f\u7ba1\u7528\u3002<\/blockquote><p>\u00a0<\/p><p class=\"f_center\"><img decoding=\"async\" src=\"https:\/\/nimg.ws.126.net\/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F1124%2Fe55cf299j00snfrbw001md000hs00mqm.jpg&amp;thumbnail=660x2147483647&amp;quality=80&amp;type=jpg\" \/><br \/><br \/><\/p><p id=\"36O0Q049\">\u55ef\uff0c\u9887\u6709\u4e00\u79cd\u201c\u59dc\u8fd8\u662f\u8001\u7684\u8fa3\u201d\u7684\u611f\u89c9\u4e86\u3002<\/p><p>\u00a0<\/p><h5>\u9ed1\u609f\u7a7a\u3001\u5973\u56e2\u821e\u8e48\uff0c\u7edf\u7edf\u90fd\u80fdhold\u4f4f<\/h5><p>\u00a0<\/p><p id=\"36O0Q04A\">\u6211\u4eec\u5148\u7ee7\u7eed\u770b\u4e0bSAMURAI\u80fd\u529b\u5b9e\u73b0\u7684\u66f4\u591a\u6548\u679c\u3002<\/p><p id=\"36O0Q04B\">\u56e2\u961f\u5728\u9879\u76ee\u4e3b\u9875\u4e2d\u4fbf\u4ece\u591a\u4e2a\u4e0d\u540c\u7ef4\u5ea6\u79c0\u4e86\u4e00\u6ce2\u5b9e\u529b\u3002<\/p><p id=\"36O0Q04C\">\u9996\u5148\u5c31\u662f<strong>\u6253\u6597\u6e38\u620f<\/strong>\u573a\u666f\uff0c\u4f8b\u5982\u5728<strong>\u300a\u53ea\u72fc\uff1a\u5f71\u901d\u4e8c\u5ea6\u300b<\/strong>\u4e2d\uff0c\u5373\u4fbf\u4eba\u7269\u90fd\u201c\u5f39\u51fa\u201d\u4e86\u753b\u9762\uff0cSAMURAI\u4e5f\u80fd\u518d\u6b21\u628a\u76ee\u6807\u6355\u6349\u56de\u6765\uff1a<\/p><p class=\"f_center\"><img decoding=\"async\" src=\"http:\/\/dingyue.ws.126.net\/2024\/1124\/d82aec42g00snfrbw035ad000hs00a0m.gif\" \/><br \/><br \/><\/p><p id=\"36O0Q04E\">\u300a\u9ed1\u795e\u8bdd\uff1a\u609f\u7a7a\u300b\u7684\u6253\u6597\u540d\u573a\u9762\uff0c\u4eba\u7269\u52a8\u4f5c\u53d8\u5316\u53ef\u4ee5\u8bf4\u662f\u975e\u5e38\u4e4b\u5feb\uff0c\u800c\u4e14\u548c\u80cc\u666f\u975e\u5e38\u590d\u6742\u7684\u4ea4\u7ec7\u5728\u4e00\u8d77\u3002<\/p><p id=\"36O0Q04F\">\u5373\u4fbf\u5982\u6b64\uff0cSAMURAI\u4e5f\u80fd\u7cbe\u51c6\u8ddf\u8e2a\uff0c\u7ec6\u8282\u5230\u91d1\u7b8d\u68d2\u7684\u90a3\u79cd\uff1a<\/p><p class=\"f_center\"><img decoding=\"async\" src=\"http:\/\/dingyue.ws.126.net\/2024\/1124\/268ead02g00snfrbw038md000hs009zm.gif\" \/><br \/><br \/><\/p><p id=\"36O0Q04H\">\u4f46\u6bd5\u7adf\u8fd9\u4e24\u4e2a\u6e38\u620f\u573a\u666f\u7684\u4f8b\u5b50\uff0c\u6240\u6d89\u53ca\u5230\u7684\u4e3b\u4f53\u8fd8\u4e0d\u591f\u591a\uff0c\u90a3\u4e48\u6211\u4eec\u63a5\u4e0b\u6765\u7ee7\u7eed\u770b\u4e0b\u66f4\u590d\u6742\u7684case\u3002<\/p><p id=\"36O0Q04I\">\u4f8b\u5982<strong>\u6a44\u6984\u7403\u6bd4\u8d5b<\/strong>\u573a\u666f\uff0c\u4e0d\u4ec5\u4eba\u7269\u79fb\u52a8\u7684\u5feb\uff0c\u540e\u6765\u961f\u5458\u4eec\u90fd\u6251\u5230\u4e86\u4e00\u8d77\uff0cSAMURAI\u4e5f\u80fdhold\u4f4f\uff1a<\/p><p class=\"f_center\"><img decoding=\"async\" src=\"http:\/\/dingyue.ws.126.net\/2024\/1124\/5f9184deg00snfrbx0aeyd000hs00a0m.gif\" \/><br \/><br \/><\/p><p id=\"36O0Q04K\">\u5728<strong>\u5973\u56e2\u821e\u8e48<\/strong>\u7684\u6848\u4f8b\u4e2d\uff0c\u4eba\u7269\u5728\u53d8\u6362\u961f\u5f62\u7684\u65f6\u5019\u90fd\u5df2\u7ecf\u88ab\u5176\u4ed6\u961f\u5458\u6321\u4f4f\u4e86\uff0c\u4e5f\u6321\u4e0d\u4f4fSAMURAI\u7684\u201c\u773c\u795e\u9501\u5b9a\u4f60\u201d\uff1a<\/p><p class=\"f_center\"><img decoding=\"async\" src=\"http:\/\/dingyue.ws.126.net\/2024\/1124\/8d864592g00snfrbw02itd000hs00a0m.gif\" \/><br \/><br \/><\/p><p>\u00a0<\/p><h5>\u5f88work\u7684\u7ecf\u5178\u65b9\u6cd5<\/h5><p>\u00a0<\/p><p id=\"36O0Q04M\">\u5728\u770b\u5b8c\u6548\u679c\u4e4b\u540e\uff0c\u6211\u4eec\u63a5\u4e0b\u6765\u6252\u4e00\u6252SAMURAI\u7684\u6280\u672f\u7ec6\u8282\u3002<\/p><p id=\"36O0Q04N\">\u6b63\u5982\u6211\u4eec\u521a\u624d\u63d0\u5230\u7684\uff0c\u8fd9\u9879\u5de5\u4f5c\u5f25\u8865\u4e86SAM 2\u6b64\u524d\u5b58\u5728\u7684\u7f3a\u70b9\u3002<\/p><p id=\"36O0Q04O\">\u4e3b\u8981\u7684\u95ee\u9898\u5c31\u662f\u5904\u7406\u89c6\u89c9\u76ee\u6807\u8ddf\u8e2a\u65f6\uff0c\u5c24\u5176\u662f\u5728\u62e5\u6324\u573a\u666f\u4e2d\u5feb\u901f\u79fb\u52a8\u6216\u906e\u6321\u7684\u7269\u4f53\u65f6\uff0c\u5b83\u4f1a\u51fa\u73b0\u8ddf\u4e22\u4e86\u7684\u60c5\u51b5\u3002<\/p><p class=\"f_center\"><img decoding=\"async\" src=\"https:\/\/nimg.ws.126.net\/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F1124%2F61dcae0cj00snfrbw0014d000hs007nm.jpg&amp;thumbnail=660x2147483647&amp;quality=80&amp;type=jpg\" \/><br \/><br \/><\/p><p id=\"36O0Q04Q\">SAM 2\u7684\u7ec4\u6210\u90e8\u5206\u5305\u62ec\u56fe\u50cf\u7f16\u7801\u5668\u3001\u63a9\u7801\u89e3\u7801\u5668\u3001\u63d0\u793a\u7f16\u7801\u5668\u3001\u8bb0\u5fc6\u6ce8\u610f\u529b\u5c42\u548c\u8bb0\u5fc6\u7f16\u7801\u5668\u3002<\/p><p id=\"36O0Q04R\">\u5728\u89c6\u89c9\u76ee\u6807\u8ddf\u8e2a\u4e2d\uff0cSAM 2\u4f7f\u7528\u63d0\u793a\u7f16\u7801\u5668\u6765\u5904\u7406\u8f93\u5165\u7684\u63d0\u793a\u4fe1\u606f\uff0c\u5982\u70b9\u3001\u6846\u6216\u6587\u672c\uff0c\u8fd9\u4e9b\u63d0\u793a\u4fe1\u606f\u7528\u4e8e\u6307\u5bfc\u6a21\u578b\u5206\u5272\u56fe\u50cf\u4e2d\u7684\u7279\u5b9a\u5bf9\u8c61\u3002<\/p><p id=\"36O0Q04S\">\u63a9\u7801\u89e3\u7801\u5668\u5219\u8d1f\u8d23\u751f\u6210\u9884\u6d4b\u7684\u63a9\u7801\uff0c\u800c\u8bb0\u5fc6\u6ce8\u610f\u529b\u5c42\u548c\u8bb0\u5fc6\u7f16\u7801\u5668\u5219\u7528\u4e8e\u5904\u7406\u8de8\u5e27\u7684\u4e0a\u4e0b\u6587\u4fe1\u606f\uff0c\u4ee5\u7ef4\u6301\u957f\u671f\u8ddf\u8e2a\u3002<\/p><p id=\"36O0Q04T\">\u7136\u800c\uff0cSAM 2\u5728\u5904\u7406\u5feb\u901f\u79fb\u52a8\u7684\u5bf9\u8c61\u6216\u5728\u62e5\u6324\u573a\u666f\u4e2d\uff0c\u5f80\u5f80\u5ffd\u89c6\u4e86\u8fd0\u52a8\u7ebf\u7d22\uff0c\u5bfc\u81f4\u5728\u9884\u6d4b\u540e\u7eed\u5e27\u7684\u63a9\u7801\u65f6\u51fa\u73b0\u4e0d\u51c6\u786e\u3002<\/p><p id=\"36O0Q04U\">\u7279\u522b\u662f\u5728\u906e\u6321\u53d1\u751f\u65f6\uff0cSAM 2\u503e\u5411\u4e8e\u4f18\u5148\u8003\u8651\u5916\u89c2\u76f8\u4f3c\u6027\u800c\u975e\u7a7a\u95f4\u548c\u65f6\u95f4\u7684\u4e00\u81f4\u6027\uff0c\u8fd9\u53ef\u80fd\u5bfc\u81f4\u8ddf\u8e2a\u9519\u8bef\u3002<\/p><p id=\"36O0Q04V\">\u800cSAMURATI\uff0c\u4f5c\u4e3aSAM 2\u7684\u589e\u5f3a\u7248\uff0c\u53ef\u4ee5\u8bf4\u662f\u5f88\u597d\u5730\u89e3\u51b3\u4e86\u6b64\u524d\u7684\u75db\u70b9\u3002<\/p><p id=\"36O0Q050\">\u6574\u4f53\u6765\u770b\uff0cSAMURAI\u4e3b\u8981\u5305\u542b\u4e24\u4e2a\u6280\u672f\u5173\u952e\u70b9\uff1a<\/p><p>\u00a0<\/p><ul><li id=\"36O0Q06B\"><strong>\u8fd0\u52a8\u5efa\u6a21<\/strong>\uff08Motion Modeling\uff09<\/li><li id=\"36O0Q06C\"><strong>\u8fd0\u52a8\u611f\u77e5\u8bb0\u5fc6\u9009\u62e9<\/strong>\uff08Motion-Aware Memory Selection\uff09<\/li><\/ul><p>\u00a0<\/p><p class=\"f_center\"><img decoding=\"async\" src=\"https:\/\/nimg.ws.126.net\/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F1124%2F0927a278j00snfrbw000nd000hs0073m.jpg&amp;thumbnail=660x2147483647&amp;quality=80&amp;type=jpg\" \/><br \/><br \/><\/p><p id=\"36O0Q052\"><strong>\u8ba9\u76ee\u6807\u201c\u52a8\u201d\u8d77\u6765<\/strong><\/p><p id=\"36O0Q053\"><strong>\u8fd0\u52a8\u5efa\u6a21\u90e8\u5206<\/strong>\u7684\u76ee\u7684\u662f\u6709\u6548\u5730\u9884\u6d4b\u76ee\u6807\u7684\u8fd0\u52a8\uff0c\u4ece\u800c\u5728\u590d\u6742\u573a\u666f\u4e2d\uff0c\u5982\u62e5\u6324\u573a\u666f\u6216\u76ee\u6807\u5feb\u901f\u79fb\u52a8\u548c\u81ea\u906e\u6321\u7684\u60c5\u51b5\u4e0b\uff0c\u63d0\u9ad8\u8ddf\u8e2a\u7684\u51c6\u786e\u6027\u548c\u9c81\u68d2\u6027\u3002<\/p><p id=\"36O0Q054\">\u800c\u8fd9\u91cc\u7528\u5230\u7684\u5177\u4f53\u65b9\u6cd5\uff0c\u5c31\u662f\u90a3\u4e2a\u7ecf\u5178\u7684<strong>\u5361\u5c14\u66fc\u6ee4\u6ce2\u5668<\/strong>\uff0c\u4ee5\u6b64\u6765\u589e\u5f3a\u8fb9\u754c\u6846\u4f4d\u7f6e\u548c\u5c3a\u5bf8\u7684\u9884\u6d4b\uff0c\u4ece\u800c\u5e2e\u52a9\u4ece\u591a\u4e2a\u5019\u9009\u63a9\u7801\u4e2d\u9009\u62e9\u6700\u6709\u4fe1\u5fc3\u7684\u4e00\u4e2a\u3002<\/p><p id=\"36O0Q055\">\u5728SAMURAI\u4e2d\uff0c\u72b6\u6001\u5411\u91cf\u5305\u62ec\u76ee\u6807\u7684\u4f4d\u7f6e\u3001\u5c3a\u5bf8\u53ca\u5176\u53d8\u5316\u901f\u5ea6\uff1b\u901a\u8fc7\u9884\u6d4b-\u6821\u6b63\u5faa\u73af\uff0c\u5361\u5c14\u66fc\u6ee4\u6ce2\u5668\u80fd\u591f\u63d0\u4f9b\u5173\u4e8e\u76ee\u6807\u672a\u6765\u72b6\u6001\u7684\u51c6\u786e\u4f30\u8ba1\u3002<\/p><p id=\"36O0Q056\">\u76ee\u6807\u7684\u72b6\u6001\u5411\u91cf\u88ab\u5b9a\u4e49\u4e3a\uff1a<\/p><p class=\"f_center\"><img decoding=\"async\" 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src=\"https:\/\/nimg.ws.126.net\/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F1124%2Fa12720abj00snfrbw0006d000hs004fm.jpg&amp;thumbnail=660x2147483647&amp;quality=80&amp;type=jpg\" \/><br \/><br \/><\/p><p id=\"36O0Q05C\">\u5176\u4e2d\uff0cF\u662f\u72b6\u6001\u8f6c\u79fb\u77e9\u9635\u3002<\/p><p id=\"36O0Q05D\">\u7b2c\u4e8c\u4e2a\u5219\u662f\u66f4\u65b0\u9636\u6bb5\uff0c\u4f1a\u7ed3\u5408\u5b9e\u9645\u6d4b\u91cf\u503c\uff08\u76ee\u6807\u7684\u5019\u9009\u63a9\u819c\uff09\uff0c\u6821\u6b63\u9884\u6d4b\u503c\uff1a<\/p><p class=\"f_center\"><img decoding=\"async\" src=\"https:\/\/nimg.ws.126.net\/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F1124%2F540e6ea9j00snfrbw0006d000hs002um.jpg&amp;thumbnail=660x2147483647&amp;quality=80&amp;type=jpg\" \/><br \/><br \/><\/p><p id=\"36O0Q05F\">\u5728\u8fd0\u52a8\u5efa\u6a21\u90e8\u5206\uff0c\u9664\u4e86\u57fa\u4e8e\u5361\u5c14\u66fc\u6ee4\u6ce2\u5668\u7684\u8fd0\u52a8\u9884\u6d4b\u4e4b\u5916\uff0c\u8fd8\u6d89\u53ca\u8fd0\u52a8\u5206\u6570\uff08Motion Score\uff09\u3002<\/p><p id=\"36O0Q05G\">\u4e3b\u8981\u662f\u901a\u8fc7\u8ba1\u7b97 Kalman \u6ee4\u6ce2\u5668\u9884\u6d4b\u7684\u8fb9\u754c\u6846\u4e0e\u5019\u9009\u63a9\u819c\u4e4b\u95f4\u7684\u4ea4\u5e76\u6bd4\uff08IoU\uff09\uff0c\u751f\u6210\u8fd0\u52a8\u5206\u6570sKf\uff0c\u7528\u4ee5\u8f85\u52a9\u63a9\u819c\u9009\u62e9\uff1a<\/p><p class=\"f_center\"><img decoding=\"async\" src=\"https:\/\/nimg.ws.126.net\/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F1124%2F451a7047j00snfrbw0007d000hs003tm.jpg&amp;thumbnail=660x2147483647&amp;quality=80&amp;type=jpg\" \/><br \/><br \/><\/p><p id=\"36O0Q05I\">\u6700\u7ec8\u7684\u63a9\u819c\u9009\u62e9\u57fa\u4e8e\u8fd0\u52a8\u5206\u6570\u4e0e\u63a9\u819c\u4eb2\u548c\u5206\u6570\u7684\u52a0\u6743\u548c\uff1a<\/p><p class=\"f_center\"><img decoding=\"async\" src=\"https:\/\/nimg.ws.126.net\/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F1124%2F3f4836f5j00snfrbw0006d000hs001um.jpg&amp;thumbnail=660x2147483647&amp;quality=80&amp;type=jpg\" \/><br \/><br \/><\/p><p id=\"36O0Q05K\"><strong>\u6311\u51fa\u6700\u5173\u952e\u7684\u8bb0\u5fc6<\/strong><\/p><p id=\"36O0Q05L\">SAMURAI\u7b2c\u4e8c\u4e2a\u5173\u952e\u6280\u672f\uff0c\u5219\u662f<strong>\u8fd0\u52a8\u611f\u77e5\u8bb0\u5fc6\u9009\u62e9<\/strong>\uff08Motion-Aware Memory Selection\uff09\u3002<\/p><p id=\"36O0Q05M\">\u4e3b\u8981\u662f\u4e3a\u4e86\u89e3\u51b3SAM 2\u7684\u56fa\u5b9a\u7a97\u53e3\u8bb0\u5fc6\u673a\u5236\u5bb9\u6613\u5f15\u5165\u9519\u8bef\u7684\u4f4e\u8d28\u91cf\u7279\u5f81\uff0c\u5bfc\u81f4\u540e\u7eed\u8ddf\u8e2a\u7684\u8bef\u5dee\u4f20\u64ad\u7684\u60c5\u51b5\u3002<\/p><p id=\"36O0Q05N\">\u8fd9\u90e8\u5206\u9996\u5148\u6d89\u53ca\u4e00\u4e2a<strong>\u6df7\u5408\u8bc4\u5206\u7cfb\u7edf<\/strong>\uff0c\u5305\u62ec\u63a9\u819c\u5206\u6570\u3001\u76ee\u6807\u51fa\u73b0\u5206\u6570\u548c\u8fd0\u52a8\u5206\u6570\u4e09\u79cd\u8bc4\u5206\uff0c\u7528\u4e8e\u52a8\u6001\u9009\u62e9\u8bb0\u5fc6\u5e93\u4e2d\u6700\u76f8\u5173\u7684\u5e27\u3002<\/p><p>\u00a0<\/p><ul><li id=\"36O0Q06D\">\u63a9\u819c\u5206\u6570smask\uff1a\u8861\u91cf\u63a9\u819c\u7684\u51c6\u786e\u6027\u3002<\/li><li id=\"36O0Q06E\">\u76ee\u6807\u51fa\u73b0\u5206\u6570 sobj\uff1a\u5224\u65ad\u76ee\u6807\u662f\u5426\u5b58\u5728\u4e8e\u8be5\u5e27\u4e2d\u3002<\/li><li id=\"36O0Q06F\">\u8fd0\u52a8\u5206\u6570 skf\uff1a\u9884\u6d4b\u76ee\u6807\u4f4d\u7f6e\u7684\u51c6\u786e\u6027\u3002<\/li><\/ul><p>\u00a0<\/p><p id=\"36O0Q05O\">\u5176\u6b21\u662f\u4e00\u4e2a<strong>\u8bb0\u5fc6\u9009\u62e9\u673a\u5236<\/strong>\u2014\u2014<\/p><p id=\"36O0Q05P\">\u5982\u679c\u67d0\u5e27\u6ee1\u8db3\u4ee5\u4e0b\u6761\u4ef6\uff0c\u5219\u5176\u7279\u5f81\u4f1a\u88ab\u4fdd\u7559\u5230\u8bb0\u5fc6\u5e93\u4e2d\uff1a<\/p><p class=\"f_center\"><img decoding=\"async\" src=\"https:\/\/nimg.ws.126.net\/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F1124%2Fbfc36cedj00snfrbw0006d000hs0028m.jpg&amp;thumbnail=660x2147483647&amp;quality=80&amp;type=jpg\" \/><br \/><br \/><\/p><p id=\"36O0Q05R\">\u52a8\u6001\u9009\u62e9\u7684\u8bb0\u5fc6\u5e93\u53ef\u4ee5\u8df3\u8fc7\u906e\u6321\u671f\u95f4\u7684\u4f4e\u8d28\u91cf\u7279\u5f81\uff0c\u4ece\u800c\u63d0\u9ad8\u540e\u7eed\u5e27\u7684\u9884\u6d4b\u6027\u80fd\u3002<\/p><p id=\"36O0Q05S\">\u4ece\u5b9e\u9a8c\u7ed3\u679c\u6765\u770b\uff0cSAMURAI\u5728\u591a\u4e2a\u89c6\u89c9\u76ee\u6807\u8ddf\u8e2a\u57fa\u51c6\u4e0a\u8868\u73b0\u51fa\u8272\uff0c\u5305\u62ec LaSOT\u3001LaSOText\u548cGOT-10k\u6570\u636e\u96c6\u3002<\/p><p class=\"f_center\"><img decoding=\"async\" src=\"https:\/\/nimg.ws.126.net\/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F1124%2F6c377eabj00snfrbw001qd000hs00bom.jpg&amp;thumbnail=660x2147483647&amp;quality=80&amp;type=jpg\" \/><br \/><br \/><\/p><p id=\"36O0Q05U\">\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0cSAMURAI\u662f\u5728\u65e0\u9700\u91cd\u65b0\u8bad\u7ec3\u6216\u5fae\u8c03\u7684\u60c5\u51b5\u4e0b\uff0c\u5728\u6240\u6709\u57fa\u51c6\u4e0a\u90fd\u8d85\u8fc7\u4e86SAM 2\uff0c\u5e76\u4e0e\u90e8\u5206\u6709\u76d1\u7763\u65b9\u6cd5\uff08\u5982 LoRAT \u548c ODTrack\uff09\u8868\u73b0\u76f8\u5f53\u3002<\/p><p>\u00a0<\/p><h5>\u5168\u534e\u4eba\u56e2\u961f\u51fa\u54c1<\/h5><p>\u00a0<\/p><p id=\"36O0Q05V\">SAMURAI\u8fd9\u9879\u5de5\u4f5c\u80cc\u540e\u7684\u7814\u7a76\u56e2\u961f\uff0c\u6709\u4e00\u4e2a\u4eae\u70b9\u4fbf\u662f\u5168\u534e\u4eba\u9635\u5bb9\u3002<\/p><p id=\"36O0Q060\">\u4f8b\u5982Cheng-Yen Yang\uff0c\u76ee\u524d\u662f<strong>\u534e\u76db\u987f\u5927\u5b66<\/strong>\u7535\u6c14\u4e0e\u8ba1\u7b97\u673a\u5de5\u7a0b\u7cfb\u7684\u4e00\u540d\u56db\u5e74\u7ea7\u535a\u58eb\u751f\u3002<\/p><p id=\"36O0Q061\">\u7814\u7a76\u65b9\u5411\u4e3b\u8981\u5305\u62ec\u5728\u590d\u6742\u573a\u666f\uff08\u6c34\u4e0b\uff0c\u65e0\u4eba\u673a\uff0c\u591a\u76f8\u673a\u7cfb\u7edf\uff09\u4e2d\u7684\u591a\u76ee\u6807\u8ddf\u8e2a\uff08\u5355\u89c6\u56fe\uff0c\u591a\u89c6\u56fe\uff0c\u4ea4\u53c9\u89c6\u56fe\uff09\u3002<\/p><p class=\"f_center\"><img decoding=\"async\" src=\"https:\/\/nimg.ws.126.net\/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F1124%2Ff6a7422cj00snfrbw000qd000hs006qm.jpg&amp;thumbnail=660x2147483647&amp;quality=80&amp;type=jpg\" \/><br \/><br \/><\/p><p id=\"36O0Q063\">Hsiang-Wei Huang\u548cZhongyu Jiang\u4e5f\u662f\u534e\u76db\u987f\u5927\u5b66\u7535\u6c14\u4e0e\u8ba1\u7b97\u673a\u5de5\u7a0b\u7cfb\u7684\u535a\u58eb\u751f\uff0c\u800cWenhao Chai\u76ee\u524d\u5219\u662f\u653b\u8bfb\u7814\u7a76\u751f\u3002<\/p><p id=\"36O0Q064\">\u4ed6\u4eec\u7684\u5bfc\u5e08\u662f\u534e\u76db\u987f\u5927\u5b66\u6559\u6388<strong>Jenq-Neng Hwang<\/strong>\u3002<\/p><p id=\"36O0Q065\">\u4ed6\u662fIEEE\u4fe1\u53f7\u5904\u7406\u534f\u4f1a\u591a\u5a92\u4f53\u4fe1\u53f7\u5904\u7406\u6280\u672f\u59d4\u5458\u4f1a\u7684\u521b\u59cb\u4eba\u4e4b\u4e00\uff0c\u81ea2001\u5e74\u4ee5\u6765\uff0c\u9ec4\u6559\u6388\u4e00\u76f4\u662fIEEE\u9662\u58eb\u3002<\/p><p class=\"f_center\"><img decoding=\"async\" src=\"https:\/\/nimg.ws.126.net\/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2024%2F1124%2F6468d2a5j00snfrbw000rd000hs00a0m.jpg&amp;thumbnail=660x2147483647&amp;quality=80&amp;type=jpg\" \/><br \/><br \/><\/p><p id=\"36O0Q067\">\u5173\u4e8eSAMURAI\u66f4\u591a\u5185\u5bb9\uff0c\u53ef\u6233\u4e0b\u65b9\u94fe\u63a5\u3002<\/p><p id=\"36O0Q068\">\u9879\u76ee\u5730\u5740\uff1a<br \/>https:\/\/yangchris11.github.io\/samurai\/<\/p><p id=\"36O0Q069\">\u8bba\u6587\u5730\u5740\uff1a<br \/>https:\/\/arxiv.org\/abs\/2411.11922<\/p><p id=\"36O0Q06A\">\u53c2\u8003\u94fe\u63a5\uff1a<br \/>[1]https:\/\/x.com\/EHuanglu\/status\/1860090091269685282<br \/>[2]https:\/\/x.com\/bilawalsidhu\/status\/1860348056916369881<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\u91d1\u78ca \u53d1\u81ea 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