{"id":40193,"date":"2025-04-17T23:02:55","date_gmt":"2025-04-17T15:02:55","guid":{"rendered":"https:\/\/17aitech.com\/?p=40193"},"modified":"2025-04-17T23:02:55","modified_gmt":"2025-04-17T15:02:55","slug":"cvpr-2025%ef%bd%9c%e8%a7%86%e9%a2%91%e6%8a%a0%e5%9b%bematanyone%e6%9d%a5%e4%ba%86%ef%bc%8c%e4%b8%80%e6%ac%a1%e6%8c%87%e5%ae%9a%e5%85%a8%e7%a8%8b%e8%bf%bd%e8%b8%aa%ef%bc%8c%e5%8f%91%e4%b8%9d%e7%ba%a7","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=40193","title":{"rendered":"CVPR 2025\uff5c\u89c6\u9891\u62a0\u56feMatAnyone\u6765\u4e86\uff0c\u4e00\u6b21\u6307\u5b9a\u5168\u7a0b\u8ffd\u8e2a\uff0c\u53d1\u4e1d\u7ea7\u8fd8\u539f"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-04-17-27\" target=\"_blank\">CVPR 2025\uff5c\u89c6\u9891\u62a0\u56feMatAnyone\u6765\u4e86\uff0c\u4e00\u6b21\u6307\u5b9a\u5168\u7a0b\u8ffd\u8e2a\uff0c\u53d1\u4e1d\u7ea7\u8fd8\u539f<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-815ebf22a74d333e3bb4108cc488eb65.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-815ebf22a74d333e3bb4108cc488eb65.png\"><\/a><\/section>\n<p><strong>\u672c\u6587\u7531\u5357\u6d0b\u7406\u5de5\u5927\u5b66\u548c\u5546\u6c64\u79d1\u6280\u8054\u5408\u5b8c\u6210\u3002\u7b2c\u4e00\u4f5c\u8005\u6768\u6c9b\u9752\u4e3a\u5357\u6d0b\u7406\u5de5\u5927\u5b66 MMLab@NTU \u5728\u8bfb\u535a\u58eb\u751f\uff0c\u5728 CVPR\u3001NeurIPS\u3001IJCV \u7b49\u56fd\u9645\u9876\u7ea7\u4f1a\u8bae\u4e0e\u671f\u520a\u4e0a\u53d1\u8868\u591a\u7bc7\u7814\u7a76\u6210\u679c\u3002\u9879\u76ee\u8d1f\u8d23\u4f5c\u8005\u4e3a\u8be5\u6821\u7814\u7a76\u52a9\u7406\u6559\u6388\u5468\u5c1a\u8fb0\u548c\u6821\u957f\u8bb2\u5e2d\u6559\u6388\u5415\u5efa\u52e4\u3002<\/strong><\/p>\n<p>\u89c6\u9891\u4eba\u7269\u62a0\u50cf\u6280\u672f\u5728<strong>\u7535\u5f71\u3001\u6e38\u620f\u3001\u77ed\u89c6\u9891\u5236\u4f5c\u548c\u5b9e\u65f6\u89c6\u9891\u901a\u8baf\u4e2d<\/strong>\u5177\u6709\u5e7f\u6cdb\u7684\u5e94\u7528\u4ef7\u503c\uff0c\u4f46\u9762\u5bf9\u590d\u6742\u80cc\u666f\u548c\u591a\u76ee\u6807\u5e72\u6270\u65f6\uff0c\u5982\u4f55\u5b9e\u73b0\u4e00\u5957<strong>\u517c\u987e\u53d1\u4e1d\u7ea7\u7ec6\u8282\u7cbe\u5ea6\u53ca\u5206\u5272\u7ea7\u8bed\u4e49\u7a33\u5b9a<\/strong>\u7684\u89c6\u9891\u62a0\u56fe\u7cfb\u7edf\uff0c\u59cb\u7ec8\u662f\u4e2a\u6311\u6218\u3002<\/p>\n<p>\u6765\u81ea\u5357\u6d0b\u7406\u5de5\u5927\u5b66 S-Lab \u4e0e\u5546\u6c64\u79d1\u6280\u7684\u7814\u7a76\u56e2\u961f\u6700\u65b0\u63d0\u51fa\u4e86\u4e00\u4e2a\u9ad8\u6548\u3001\u7a33\u5b9a\u3001\u5b9e\u7528\u7684\u89c6\u9891\u62a0\u56fe\u65b0\u65b9\u6cd5 \u2014\u2014<strong>MatAnyone<\/strong>\u3002\u4e0e\u4f20\u7edf\u65e0\u8f85\u52a9\u65b9\u6cd5\u4e0d\u540c\uff0cMatAnyone \u63d0\u51fa\u4e00\u79cd\u57fa\u4e8e\u8bb0\u5fc6\u4f20\u64ad\u7684\u300c<strong>\u76ee\u6807\u6307\u5b9a\u578b<\/strong>\u300d\u89c6\u9891\u62a0\u50cf\u65b9\u6cd5\uff1a<strong>\u53ea\u9700\u5728\u7b2c\u4e00\u5e27\u901a\u8fc7\u4eba\u7269\u906e\u7f69\u6307\u5b9a\u62a0\u50cf\u76ee\u6807\uff0c\u5373\u53ef\u5728\u6574\u4e2a\u89c6\u9891\u4e2d\u5b9e\u73b0\u7a33\u5b9a\u3001\u9ad8\u8d28\u91cf\u7684\u76ee\u6807\u63d0\u53d6\u3002<\/strong><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-127bb69bee658909bd396b7e32e7dd23.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-127bb69bee658909bd396b7e32e7dd23.gif\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-6b3a143efc835bf7fdc1015ef87c1919.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-6b3a143efc835bf7fdc1015ef87c1919.png\"><\/a><\/section>\n<ul>\n<li>\n<p>\u8bba\u6587\u6807\u9898\uff1aMatAnyone: Stable Video Matting with Consistent Memory Propagation<\/p>\n<\/li>\n<li>\n<p>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/abs\/2501.14677<\/p>\n<\/li>\n<li>\n<p>\u89c6\u9891\uff1ahttps:\/\/youtu.be\/oih0Zk-UW18<\/p>\n<\/li>\n<li>\n<p>\u4ee3\u7801\uff1ahttps:\/\/github.com\/pq-yang\/MatAnyone<\/p>\n<\/li>\n<li>\n<p>\u7f51\u9875\uff1ahttps:\/\/pq-yang.github.io\/projects\/MatAnyone\/<\/p>\n<\/li>\n<\/ul>\n<p>MatAnyone \u4e00\u7ecf\u53d1\u5e03\u5728\u793e\u4ea4\u5a92\u4f53\u4e0a\u83b7\u5f97\u4e86\u5927\u4f17\u7684\u8ba8\u8bba\u548c\u5173\u6ce8\uff0c\u5176\u6838\u5fc3\u4eae\u70b9\u603b\u7ed3\u5982\u4e0b\uff1a<\/p>\n<ul>\n<li>\n<p><strong>\u5feb\u901f\u62a0\u56fe\uff0c\u76ee\u6807\u53ef\u63a7<\/strong><\/p>\n<\/li>\n<\/ul>\n<p>\u4ec5\u9700\u9996\u5e27\u76ee\u6807\u6307\u5b9a\uff0c\u65e0\u9700\u989d\u5916\u8f85\u52a9\u4fe1\u606f\uff0c\u652f\u6301\u7075\u6d3b\u5b9a\u4e49\u62a0\u56fe\u5bf9\u8c61\uff0c\u6ee1\u8db3\u591a\u573a\u666f\u9700\u6c42\u3002<\/p>\n<ul>\n<li>\n<p><strong>\u7a33\u5b9a\u8ddf\u8e2a\uff0c\u5168\u7a0b\u4e0d\u6296<\/strong><\/p>\n<\/li>\n<\/ul>\n<p>\u521b\u65b0 \u201c\u533a\u57df\u81ea\u9002\u5e94\u8bb0\u5fc6\u878d\u5408\u201d \u673a\u5236\uff0c\u6709\u6548\u4fdd\u6301\u76ee\u6807\u4e00\u81f4\u6027\uff0c\u5b9e\u73b0\u957f\u89c6\u9891\u4e2d\u7684\u7a33\u5b9a\u4eba\u50cf\u8ddf\u8e2a\u3002<\/p>\n<ul>\n<li>\n<p><strong>\u7ec6\u8282\u51fa\u4f17\uff0c\u53d1\u4e1d\u7ea7\u8fd8\u539f<\/strong><\/p>\n<\/li>\n<\/ul>\n<p>\u878d\u5408\u771f\u5b9e\u5206\u5272\u6570\u636e\u4e0e\u9ad8\u8d28\u91cf\u65b0\u6570\u636e\u96c6\uff0c\u8fb9\u754c\u5904\u7406\u81ea\u7136\u5e73\u6ed1\uff0c\u62a0\u56fe\u6548\u679c\u66f4\u8d34\u8fd1\u771f\u5b9e\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-ab3e2e3f78c57129c422595cdbdbfcbe.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-ab3e2e3f78c57129c422595cdbdbfcbe.png\"><\/a><\/section>\n<p><strong>\u300c\u76ee\u6807\u6307\u5b9a\u578b\u300d\uff1a\u66f4\u8d34\u8fd1\u771f\u5b9e\u4f7f\u7528\u573a\u666f<\/strong><\/p>\n<p>\u76ee\u524d\u4e3b\u6d41\u7684\u89c6\u9891\u62a0\u56fe\u65b9\u6cd5\u6839\u636e \u201c\u9664\u8f93\u5165\u89c6\u9891\u5916\u662f\u5426\u6709\u5176\u4ed6\u8f85\u52a9\u8f93\u5165\u201d \u8fd9\u4e00\u6761\u4ef6\u53ef\u4ee5\u5206\u4e3a\u4e24\u7c7b\uff1a<\/p>\n<ul>\n<li>\n<p>\u65e0\u8f85\u52a9\u578b\u65b9\u6cd5\uff08\u5982 RVM\uff09\uff1a\u7528\u6237\u53ea\u9700\u4e0a\u4f20\u8f93\u5165\u89c6\u9891\u5373\u53ef\u3002<\/p>\n<\/li>\n<li>\n<p>\u8f85\u52a9\u5f15\u5bfc\u578b\u65b9\u6cd5\uff08\u5982 MaGGIe\uff09\uff1a\u9664\u8f93\u5165\u89c6\u9891\u5916\uff0c\u7528\u6237\u9700\u901a\u8fc7\u5982\u4e09\u5206\u63a9\u819c\uff08trimap\uff09\u6216\u5206\u5272\u63a9\u819c\uff08segmentation mask\uff09\u7b49\u65b9\u5f0f\u5728\u4e00\u5e27\u6216\u591a\u5e27\u6307\u5b9a\u62a0\u50cf\u76ee\u6807\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u65e0\u8f85\u52a9\u578b\u65b9\u6cd5\u867d\u7136\u65b9\u4fbf\uff0c\u4f46\u662f\u7531\u4e8e<strong>\u4e3b\u4f53\u76ee\u6807\u4e0d\u660e\u786e<\/strong>\uff0c\u5728\u771f\u5b9e\u4f7f\u7528\u573a\u666f\u4e2d\u5bb9\u6613\u51fa\u73b0\u5f71\u54cd\u5b9e\u9645\u4f7f\u7528\u7684<strong>\u9519\u62a0\u3001\u6f0f\u62a0<\/strong>\u7b49\u73b0\u8c61\u3002<\/p>\n<ul>\n<li>\n<p><strong>\u3010\u573a\u666f\u4e00\u3011\u524d\u666f\u5b58\u5728\u591a\u4e2a\u4e3b\u8981\u4eba\u7269<\/strong>\uff1a\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u5f88\u53ef\u80fd\u51fa\u73b0\u7684\u9700\u6c42\u662f\u5355\u72ec\u62a0\u51fa\u5176\u4e2d\u7279\u5b9a\u4e00\u4f4d\uff0c\u5408\u6210\u5230\u53e6\u5916\u573a\u666f\u4e2d\u5236\u4f5c\u89c6\u9891\uff0c\u65e0\u8f85\u52a9\u578b\u65b9\u6cd5\u4e0d\u80fd\u5b9e\u73b0\u76ee\u6807\u7684\u6307\u5b9a\uff0c\u5bfc\u81f4\u8f93\u51fa\u7684\u7ed3\u679c\u65e0\u6cd5\u76f4\u63a5\u6295\u5165\u4f7f\u7528\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u3010\u573a\u666f\u4e8c\u3011\u80cc\u666f\u5b58\u5728\u6df7\u6dc6\u4eba\u7269<\/strong>\uff1a\u5373\u4f7f\u524d\u666f\u53ea\u5b58\u5728\u4e00\u4f4d\u4e3b\u4f53\u4eba\u7269\uff0c\u80cc\u666f\u4e2d\u6765\u6765\u5f80\u5f80\u7684\u884c\u4eba\u5f80\u5f80\u4f1a \u201c\u6df7\u6dc6\u89c6\u542c\u201d\uff0c\u5c24\u5176\u662f\u884c\u4eba\u8def\u8fc7\u524d\u666f\u4eba\u7269\u65f6\uff0c\u65e0\u8f85\u52a9\u578b\u65b9\u6cd5\u5f80\u5f80\u4f1a\u628a\u80cc\u666f\u884c\u4eba\u7684\u80a2\u4f53\u4e5f\u4e00\u5e76\u62a0\u51fa\uff0c\u4f7f\u8f93\u51fa\u7ed3\u679c\u4e0d\u591f\u51c6\u786e\u5e72\u51c0\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u56e0\u6b64\uff0c\u4e3a\u4e86\u8ba9\u89c6\u9891\u62a0\u50cf\u6280\u672f\u80fd\u88ab\u66f4\u597d\u5730\u4f7f\u7528\uff0cMatAnyone \u9009\u62e9\u4e86<strong>\u8f85\u52a9\u5f15\u5bfc\u578b<\/strong>\u7684\u8bbe\u5b9a\uff0c\u5e76\u4e13\u6ce8\u89e3\u51b3\u7684\u662f\u8fd9\u6837\u4e00\u4e2a\u573a\u666f\uff1a<\/p>\n<p>\u300c<strong>\u8bbe\u5b9a\u4e3b\u89d2\uff0c\u5176\u4ed6\u4ea4\u7ed9\u6a21\u578b<\/strong>\u300d\uff1a\u7ed9\u5b9a\u76ee\u6807\u4eba\u7269\u5728<strong>\u7b2c\u4e00\u5e27<\/strong>\u7684\u63a9\u819c\uff0c\u540e\u7eed\u7684\u62a0\u50cf\u81ea\u52a8\u9501\u5b9a\u76ee\u6807\u5b8c\u6210\u3002\u65e0\u9700\u9010\u5e27\u4fee\u6b63\uff0c<strong>\u51c6\u786e\u3001\u81ea\u7136\u3001\u8fde\u8d2f<\/strong>\u5730\u62a0\u51fa\u6574\u6bb5\u89c6\u9891\u3002<\/p>\n<p>\u8fd9\u79cd\u8bbe\u7f6e\u65e2\u517c\u987e<strong>\u7528\u6237\u53ef\u63a7\u6027\uff0c\u53c8\u5177\u6709\u66f4\u5f3a\u7684\u5b9e\u7528\u6027\u548c\u9c81\u68d2\u6027<\/strong>\uff0c\u662f\u5f53\u524d\u89c6\u9891\u7f16\u8f91\u9886\u57df\u6700\u5177\u6f5c\u529b\u7684\u843d\u5730\u65b9\u6848\u4e4b\u4e00\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-658bba9578f8e07af5f6f234b3b195a4.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-658bba9578f8e07af5f6f234b3b195a4.png\"><\/a><\/section>\n<p><strong>\u9762\u5411\u300c\u89c6\u9891\u62a0\u56fe\u300d\u4efb\u52a1\uff1a\u8bb0\u5fc6\u4f20\u64ad\u4e0e\u8bad\u7ec3\u7b56\u7565\u7684\u65b0\u8303\u5f0f<\/strong><\/p>\n<p><strong>\u4efb\u52a1\u5bf9\u6bd4\uff1a\u300c\u89c6\u9891\u62a0\u56fe\u300d\u6bd4\u300c\u89c6\u9891\u5206\u5272\u300d\u66f4\u96be\u4e00\u5c42<\/strong><\/p>\n<p>\u867d\u7136 \u201c\u76ee\u6807\u6307\u5b9a\u578b\u201d \u7684\u4efb\u52a1\u8bbe\u5b9a\u5728\u89c6\u9891\u76ee\u6807\u5206\u5272\uff08Video Object Segmentation, VOS\uff09\u4e2d\u5df2\u7ecf\u88ab\u5e7f\u6cdb\u7814\u7a76\uff0c\u901a\u5e38\u88ab\u79f0\u4e3a \u201c\u534a\u76d1\u7763\u201d \u5206\u5272\uff08\u5373\u53ea\u7ed9\u7b2c\u4e00\u5e27\u7684\u63a9\u819c\uff09\uff0c\u4f46\u89c6\u9891\u62a0\u56fe\uff08Video Matting, VM\uff09\u7684\u96be\u5ea6\u5374\u66f4\u8fdb\u4e00\u6b65\u3002<\/p>\n<p>\u5728 VOS \u4e2d\uff0c\u6a21\u578b\u7684\u4efb\u52a1\u4e3a\u201c\u662f \/ \u5426\u4e3a\u76ee\u6807\u524d\u666f<span data-pm-slice='1 1 [\"para\",{\"tagName\":\"p\",\"attributes\":{\"style\":\"text-align: justify;line-height: 1.75em;margin-left: 8px;margin-right: 8px;\"},\"namespaceURI\":\"http:\/\/www.w3.org\/1999\/xhtml\"}]'>\u201d \u7684<strong>\u4e8c\u503c\u5224\u65ad\u9898<\/strong>\uff1b\u800c\u5728 VM \u4e2d\uff0c\u57fa\u4e8e\u8fd9\u4e2a\u8bed\u4e49\u5224\u65ad\uff0c\u6a21\u578b\u8fd8\u9700\u9884\u6d4b\u76ee\u6807\u524d\u666f\u5728\u6bcf\u4e2a\u50cf\u7d20\u70b9\u4e0a\u7684 \u201c<strong>\u900f\u660e\u5ea6\uff08alpha\uff09<\/strong>\u201d\u2014\u2014 \u8fd9\u4e0d\u4ec5\u8981\u6c42\u6838\u5fc3\u533a\u57df\u7684\u8bed\u4e49\u7cbe\u51c6\uff0c\u66f4\u8981\u6c42\u8fb9\u754c\u7ec6\u8282\u7684\u63d0\u53d6\uff08\u5982\u53d1\u4e1d\u3001\u8863\u89d2\u7684\u534a\u900f\u660e\u8fc7\u6e21\uff09\u3002<\/span><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-bb7159d8698bc10ad86f41c1fd7f79ab.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-bb7159d8698bc10ad86f41c1fd7f79ab.gif\"><\/a><\/section>\n<p>MatAnyone \u6b63\u662f\u5728\u8fd9\u4e00\u80cc\u666f\u4e0b\u63d0\u51fa\u4e86<strong>\u9762\u5411\u89c6\u9891\u62a0\u56fe\u4efb\u52a1\u7684\u5168\u65b0\u8bb0\u5fc6\u4f20\u64ad\u4e0e\u8bad\u7ec3\u7b56\u7565<\/strong>\uff0c\u5728\u8fbe\u5230<strong>\u5206\u5272\u7ea7\u8bed\u4e49\u7a33\u5b9a<\/strong>\u7684\u57fa\u7840\u4e0a\u8fdb\u4e00\u6b65\u5b9e\u73b0\u4e86<strong>\u53d1\u4e1d\u7ea7\u7ec6\u8282\u7cbe\u5ea6<\/strong>\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-64fe5681b2ece701a25133d873df97a8.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-64fe5681b2ece701a25133d873df97a8.png\"><\/a><\/section>\n<p><strong>1. \u4e00\u81f4\u6027\u8bb0\u5fc6\u4f20\u64ad\u673a\u5236\uff1aMatting \u4e13\u5c5e\u7684 \u201c\u8bb0\u5fc6\u529b\u201d<\/strong><\/p>\n<p>\u76f8\u6bd4\u9759\u6001\u56fe\u50cf\u62a0\u56fe\uff0c\u89c6\u9891\u62a0\u56fe\u9762\u4e34\u66f4\u5927\u7684\u6311\u6218\uff0c<strong>\u4e0d\u4ec5\u9700\u8981\u9010\u5e27\u751f\u6210\u9ad8\u8d28\u91cf\u7684\u900f\u660e\u901a\u9053\uff08 alpha matte\uff09\uff0c\u8fd8\u5fc5\u987b\u786e\u4fdd\u524d\u540e\u5e27\u4e4b\u95f4\u7684\u65f6\u5e8f\u4e00\u81f4\u6027<\/strong>\uff0c\u5426\u5219\u5c31\u4f1a\u51fa\u73b0\u95ea\u70c1\u3001\u8df3\u53d8\u7b49\u660e\u663e\u89c6\u89c9\u95ee\u9898\u3002\u4e3a\u6b64\uff0cMatAnyone \u501f\u9274\u89c6\u9891\u5206\u5272\u4e2d\u7684\u8bb0\u5fc6\u673a\u5236\uff0c\u5728\u6b64\u57fa\u7840\u4e0a\u63d0\u51fa\u4e86<strong>\u4e13\u4e3a\u89c6\u9891\u62a0\u56fe\u8bbe\u8ba1\u7684\u4e00\u81f4\u6027\u8bb0\u5fc6\u4f20\u64ad\u673a\u5236\uff08Consistent Memory Propagation\uff09\u3002<\/strong><\/p>\n<p><strong>\u533a\u57df\u81ea\u9002\u5e94\u878d\u5408\u8bb0\u5fc6\uff08Region-Adaptive Fusion\uff09<\/strong><\/p>\n<p>\u6a21\u578b\u4f1a\u5728\u6bcf\u4e00\u5e27\u4e2d\u9884\u6d4b\u54ea\u4e9b\u533a\u57df\u4e0e\u4e0a\u4e00\u5e27\u5dee\u5f02\u8f83\u5927\uff08\u5982\u8eab\u4f53\u8fb9\u7f18\uff09\uff0c\u54ea\u4e9b\u533a\u57df\u53d8\u5316\u5f88\u5c0f\uff08\u5982\u8eab\u4f53\u4e3b\u5e72\uff09\uff0c\u5e76\u5206\u522b\u5904\u7406\uff1a<\/p>\n<ul>\n<li>\n<p>\u5bf9\u4e8e\u53d8\u5316\u5e45\u5ea6\u8f83\u5927\u7684\u533a\u57df\uff08\u901a\u5e38\u51fa\u73b0\u5728\u76ee\u6807\u8fb9\u7f18\uff0c\u5982\u5934\u53d1\u3001\u8863\u6446\uff09\uff0c\u6a21\u578b\u66f4\u4f9d\u8d56\u5f53\u524d\u5e27\u4ece\u8bb0\u5fc6\u5e93\u4e2d\u68c0\u7d22\u5230\u7684\u8bb0\u5fc6\u4fe1\u606f\uff1b<\/p>\n<\/li>\n<li>\n<p>\u800c\u5bf9\u53d8\u5316\u8f83\u5c0f\u7684\u533a\u57df\uff08\u5982\u8eab\u4f53\u5185\u90e8\uff09\uff0c\u5219\u66f4\u591a\u4fdd\u7559\u4e0a\u4e00\u5e27\u7684\u8bb0\u5fc6\u4fe1\u606f\uff0c\u907f\u514d\u91cd\u590d\u5efa\u6a21\uff0c\u51cf\u5c11\u8bef\u5dee\u4f20\u64ad\u3002<\/p>\n<\/li>\n<\/ul>\n<p><strong>\u8fb9\u754c\u7ec6\u8282\u589e\u5f3a\uff0c\u6838\u5fc3\u533a\u57df\u7a33\u5b9a<\/strong><\/p>\n<p>\u8fd9\u79cd\u533a\u57df\u611f\u77e5\u5f0f\u7684\u4fe1\u606f\u878d\u5408\u65b9\u5f0f\uff0c\u5728\u8bad\u7ec3\u9636\u6bb5\u5f15\u5bfc\u6a21\u578b\u66f4\u4e13\u6ce8\u4e8e\u7ec6\u8282\u8fb9\u754c\uff0c\u5728\u63a8\u7406\u9636\u6bb5\u5219\u63d0\u5347\u4e86\u8bed\u4e49\u7a33\u5b9a\u6027\u4e0e\u65f6\u95f4\u4e00\u81f4\u6027\u3002\u5c24\u5176\u5728\u590d\u6742\u80cc\u666f\u6216\u4eba\u7269\u4ea4\u4e92\u9891\u7e41\u7684\u573a\u666f\u4e0b\uff0cMatAnyone \u80fd\u591f\u7a33\u51c6\u5730\u8bc6\u522b\u76ee\u6807\u3001\u62a0\u51fa\u6e05\u6670\u81ea\u7136\u7684\u8fb9\u7f18\u6548\u679c\uff0c\u6781\u5927\u63d0\u5347\u4e86\u89c6\u9891\u62a0\u56fe\u7684\u53ef\u7528\u6027\u4e0e\u89c2\u611f\u8d28\u91cf\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-6c5aeeeefd2b82e79195872f6d1cc97d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-6c5aeeeefd2b82e79195872f6d1cc97d.png\"><\/a><\/section>\n<p><strong>2. \u5171\u5934\u76d1\u7763\u7b56\u7565\uff1a\u8ba9\u5206\u5272\u6570\u636e \u201c\u771f\u6b63\u4e3a\u62a0\u56fe\u6240\u7528\u201d<\/strong><\/p>\n<p>\u4e00\u76f4\u4ee5\u6765\uff0c\u300c\u89c6\u9891\u62a0\u56fe\u300d\u7684\u4e00\u4e2a\u6838\u5fc3\u96be\u70b9\u59cb\u7ec8\u662f<strong>\u771f\u5b9e\u8bad\u7ec3\u6570\u636e\u7684\u7f3a\u5931<\/strong>\u3002\u76f8\u8f83\u4e8e\u300c\u89c6\u9891\u5206\u5272\u300d\u5728\u771f\u5b9e\u6570\u636e\u4e0a\u7684\u6807\u6ce8\u6210\u672c\uff0c\u300c\u89c6\u9891\u62a0\u56fe\u300d\u6240\u9700\u8981\u7684<strong>\u5e26\u900f\u660e\u5ea6\u6807\u6ce8<\/strong>\u7684\u6570\u636e<strong>\u683c\u5916\u6602\u8d35<\/strong>\uff0c\u8fd9\u9650\u5236\u4e86\u6a21\u578b\u5728\u7a33\u5b9a\u6027\u4e0e\u6cdb\u5316\u80fd\u529b\u4e0a\u7684\u8fdb\u4e00\u6b65\u63d0\u5347\u3002<\/p>\n<p>\u5728\u771f\u5b9e\u900f\u660e\u5ea6\u6570\u636e\u7a00\u7f3a\u7684\u80cc\u666f\u4e0b\uff0cVideo Matting \u6a21\u578b\u5f80\u5f80\u4f1a\u5f15\u5165\u5927\u91cf\u771f\u5b9e\u5206\u5272\u6570\u636e\u8fdb\u884c\u8f85\u52a9\u8bad\u7ec3\uff0c\u4ee5\u63d0\u5347\u6a21\u578b\u5728\u590d\u6742\u73af\u5883\u4e2d\u7684\u7a33\u5b9a\u6027\u548c\u6cdb\u5316\u80fd\u529b\u3002<\/p>\n<ul>\n<li>\n<p>\u4f20\u7edf\u505a\u6cd5\u901a\u5e38\u91c7\u7528 \u201c<strong>\u5e73\u884c\u9884\u6d4b\u5934<\/strong>\u201d \u7ed3\u6784\uff1a\u5728\u8f93\u51fa\u5c42\u589e\u52a0\u4e00\u4e2a\u4ec5\u7528\u4e8e\u8bad\u7ec3\u9636\u6bb5\u7684\u5206\u5272\u5934\uff0c\u7528\u4e8e\u5206\u5272\u6570\u636e\u7684\u76d1\u7763\uff0c\u800c\u62a0\u56fe\u4e3b\u5934\u5219\u4ec5\u7531\u5408\u6210\u62a0\u56fe\u6570\u636e\u9a71\u52a8\u3002<\/p>\n<\/li>\n<\/ul>\n<blockquote>\n<p>\u8fd9\u79cd\u7ed3\u6784\u867d\u7136\u80fd\u4e00\u5b9a\u7a0b\u5ea6\u5f15\u5165\u8bed\u4e49\u4fe1\u606f\u5bf9\u62a0\u56fe\u5934\u7684\u76d1\u7763\uff0c\u4f46\u5176\u4e0d\u76f4\u63a5\u7684\u76d1\u7763\u65b9\u5f0f\u5bfc\u81f4\u8bed\u4e49\u4fe1\u606f\u5728\u7279\u5f81\u4f20\u64ad\u8fc7\u7a0b\u4e2d\u88ab\u7a00\u91ca\uff0c\u65e0\u6cd5\u5145\u5206\u53d1\u6325\u5206\u5272\u6570\u636e\u5bf9\u63d0\u5347\u7a33\u5b9a\u6027\u7684\u4f18\u52bf\u3002<\/p>\n<\/blockquote>\n<ul>\n<li>\n<p>MatAnyone \u63d0\u51fa\u4e86\u7ed3\u6784\u521b\u65b0\u7684 \u201c<strong>\u5171\u5934\u76d1\u7763\u7b56\u7565<\/strong>\u201d\uff1a\u629b\u5f03 \u201c\u5e73\u884c\u9884\u6d4b\u5934\u201d\uff0c<strong>\u76f4\u63a5\u5c06<\/strong><strong>\u771f\u5b9e\u5206\u5272\u6570\u636e\u5f15\u5165\u62a0\u56fe\u4e3b\u5934\u8fdb\u884c\u8bad\u7ec3<\/strong>\uff0c\u8ba9\u6240\u6709\u6570\u636e\u6e90\u5728\u540c\u4e00\u4e2a\u901a\u9053\u4e0a\u5bf9\u6a21\u578b\u8fdb\u884c\u7edf\u4e00\u76d1\u7763\u3002<\/p>\n<\/li>\n<\/ul>\n<blockquote>\n<p>\u8fd9\u79cd\u65b9\u5f0f\u6781\u5927\u63d0\u9ad8\u4e86\u8bed\u4e49\u4fe1\u606f\u7684\u5171\u4eab\u6548\u7387\uff0c\u4e5f\u6700\u5927\u7a0b\u5ea6\u5730\u5229\u7528\u4e86\u771f\u5b9e\u5206\u5272\u6570\u636e\u5bf9\u900f\u660e\u901a\u9053\u9884\u6d4b\u7684\u6cdb\u5316\u6027\u548c\u7a33\u5b9a\u6027\u7684\u63d0\u5347\u3002<\/p>\n<\/blockquote>\n<p>\u5177\u4f53\u64cd\u4f5c\u4e0a\uff1a<\/p>\n<ul>\n<li>\n<p><strong>\u5728\u6838\u5fc3\u533a\u57df<\/strong>\uff0c\u4f7f\u7528\u5206\u5272\u63a9\u819c\u8fdb\u884c\u9010\u50cf\u7d20\u76d1\u7763\uff0c\u786e\u4fdd\u6a21\u578b\u5bf9\u8bed\u4e49\u7ed3\u6784\u7684\u7a33\u5b9a\u7406\u89e3\uff1b<\/p>\n<\/li>\n<li>\n<p><strong>\u5728\u8fb9\u754c\u533a\u57df<\/strong>\uff0c\u5f15\u5165\u6539\u8fdb\u7248\u7684 DDC \u635f\u5931\uff08Scaled DDC Loss\uff09\uff0c\u5373\u4fbf\u5206\u5272\u6570\u636e\u6ca1\u6709 alpha \u6807\u7b7e\uff0c\u4e5f\u80fd\u901a\u8fc7\u56fe\u50cf\u7ed3\u6784\u5f15\u5bfc\u6a21\u578b\u751f\u6210\u8fc7\u6e21\u81ea\u7136\u7684\u8fb9\u7f18\u3002<\/p>\n<\/li>\n<\/ul>\n<p><strong>\u8fd9\u4e00\u7b56\u7565\u7684\u6838\u5fc3\u4f18\u52bf\u5728\u4e8e\uff1a\u8ba9\u5206\u5272\u6570\u636e \u201c\u771f\u6b63\u670d\u52a1\u4e8e\u62a0\u56fe\u4efb\u52a1\u672c\u8eab\u201d\uff0c\u800c\u975e\u4ec5\u4ec5\u63d0\u4f9b\u8f85\u52a9\u4fe1\u53f7\u3002<\/strong><\/p>\n<p><strong>3. \u81ea\u5efa\u9ad8\u8d28\u6570\u636e\u96c6\uff1a\u8bad\u7ec3\u66f4\u7a33\uff0c\u8bc4\u4f30\u66f4\u96be<\/strong><\/p>\n<p>\u9ad8\u8d28\u91cf\u7684\u6570\u636e\u59cb\u7ec8\u662f\u8bad\u7ec3\u7a33\u5b9a\u3001\u6cdb\u5316\u5f3a\u7684\u89c6\u9891\u62a0\u56fe\u6a21\u578b\u7684\u57fa\u7840\u3002\u9488\u5bf9\u73b0\u6709\u6570\u636e\u96c6\u5728\u89c4\u6a21\u3001\u7ec6\u8282\u548c\u591a\u6837\u6027\u4e0a\u7684\u4e0d\u8db3\uff0cMatAnyone \u56e2\u961f\u81ea\u5efa\u4e86\u4e24\u5957\u5173\u952e\u6570\u636e\u8d44\u6e90\uff1a<\/p>\n<ul>\n<li>\n<p><strong>VM800 \u8bad\u7ec3\u96c6<\/strong>\uff1a\u76f8\u8f83\u4e8e\u4e3b\u6d41\u7684 VideoMatte240K\uff0cVM800 \u7684\u89c4\u6a21\u7ffb\u500d\uff0c\u8986\u76d6\u66f4\u591a\u53d1\u578b\u3001\u670d\u9970\u548c\u8fd0\u52a8\u72b6\u6001\uff0c\u5728\u6838\u5fc3\u533a\u57df\u548c\u8fb9\u754c\u533a\u57df\u7684\u8d28\u91cf\u90fd\u663e\u8457\u63d0\u5347\uff0c\u6709\u6548\u589e\u5f3a\u4e86\u6a21\u578b\u5728\u62a0\u56fe\u4efb\u52a1\u4e2d\u7684\u9c81\u68d2\u6027\uff1b<\/p>\n<\/li>\n<li>\n<p><strong>YouTubeMatte \u6d4b\u8bd5\u96c6<\/strong>\uff1a\u76f8\u8f83\u4e8e\u4e3b\u6d41\u7684 VideoMatte240K \u6d4b\u8bd5\u96c6\uff0c\u6211\u4eec\u6784\u5efa\u4e86\u4e00\u4e2a\u524d\u666f\u66f4\u52a0\u591a\u6837\u7684\u6d4b\u8bd5\u96c6\uff0c\u5e76\u4e14\u5728\u5408\u6210\u524d\u540e\u666f\u7684\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u4e86\u548c\u8c10\u5316\u7684\u540e\u5904\u7406\uff0c\u4f7f\u5176\u66f4\u52a0\u8d34\u8fd1\u771f\u5b9e\u5206\u5e03\uff0c\u6709\u6548\u63d0\u9ad8\u4e86\u8be5\u6d4b\u8bd5\u96c6\u7684\u96be\u5ea6\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u8fd9\u4e24\u5957\u6570\u636e\u96c6\u4e3a MatAnyone \u63d0\u4f9b\u4e86<strong>\u624e\u5b9e\u7684\u8bad\u7ec3\u57fa\u7840\u4e0e\u66f4\u8d34\u8fd1\u771f\u5b9e\u4e16\u754c\u7684\u9a8c\u8bc1\u6807\u51c6<\/strong>\uff0c\u5728\u63a8\u52a8\u6a21\u578b\u6027\u80fd\u63d0\u5347\u7684\u540c\u65f6\uff0c\u4e5f\u4e3a\u672a\u6765\u89c6\u9891\u62a0\u56fe\u7814\u7a76\u63d0\u4f9b\u4e86\u66f4\u5177\u6311\u6218\u6027\u7684\u65b0 benchmark\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-abcf0a4167bc9fd5b002af1c128d69f6.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-abcf0a4167bc9fd5b002af1c128d69f6.png\"><\/a><\/section>\n<p><strong>\u591a\u573a\u666f\u9002\u7528\u6027\uff1a\u7075\u6d3b\u5e94\u5bf9\u591a\u7c7b\u5e94\u7528\u573a\u666f<\/strong><\/p>\n<p>MatAnyone \u5728\u6a21\u578b\u8bbe\u8ba1\u4e0e\u63a8\u7406\u673a\u5236\u4e0a\u7684\u7075\u6d3b\u6027\uff0c\u4f7f\u5176\u5177\u5907\u826f\u597d\u7684<strong>\u4efb\u52a1\u6cdb\u5316\u80fd\u529b<\/strong>\uff0c\u80fd\u591f\u9002\u914d\u591a\u79cd\u5b9e\u9645\u89c6\u9891\u5904\u7406\u573a\u666f\uff08\u66f4\u591a\u4f8b\u5b50\u8bf7\u79fb\u6b65\u4e3b\u9875\uff09\uff1a<\/p>\n<p><strong>\u901a\u7528\u89c6\u9891\u62a0\u56fe\uff08General Matting\uff09<\/strong>\uff1a\u9002\u7528\u4e8e<strong>\u77ed\u89c6\u9891\u526a\u8f91\u3001\u76f4\u64ad\u80cc\u666f\u66ff\u6362\u3001\u7535\u5f71 \/ \u5e7f\u544a \/ \u6e38\u620f\u540e\u671f<\/strong>\u7b49\u5e38\u89c1\u573a\u666f\uff0c\u4ec5\u9700\u7b2c\u4e00\u5e27\u63d0\u4f9b\u76ee\u6807\u63a9\u819c\uff0c\u540e\u7eed\u5e27\u5373\u53ef\u81ea\u52a8\u5b8c\u6210\u7a33\u5b9a\u62a0\u56fe\uff0c\u5177\u5907\u8fb9\u754c\u6e05\u6670\u3001\u80cc\u666f\u5e72\u51c0\u3001\u8de8\u5e27\u4e00\u81f4\u6027\u5f3a\u7684\u4f18\u52bf\u3002<a href=\"https:\/\/mp.weixin.qq.com\/s\/CbmtljvBnzri60nrQIvJjA\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-5011a7c71c3a724b4d1431b7754d1bde.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-5011a7c71c3a724b4d1431b7754d1bde.png\"><\/a><\/a><a href=\"https:\/\/mp.weixin.qq.com\/s\/CbmtljvBnzri60nrQIvJjA\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-c65fbe5ca309cc286bd5f96603166f92.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-c65fbe5ca309cc286bd5f96603166f92.png\"><\/a><\/a><a href=\"https:\/\/mp.weixin.qq.com\/s\/CbmtljvBnzri60nrQIvJjA\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-daf73919b350cb8c7f61530c0667e8ba.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-daf73919b350cb8c7f61530c0667e8ba.png\"><\/a><\/a><\/p>\n<p><strong>\u5b9e\u4f8b\u62a0\u56fe\uff08Instance Matting\uff09<\/strong>\uff1a\u9762\u5bf9\u591a\u4eba\u7269\u6216\u590d\u6742\u80cc\u666f\u7684\u89c6\u9891\u5185\u5bb9\uff0cMatAnyone \u652f\u6301\u901a\u8fc7\u7b2c\u4e00\u5e27\u63a9\u819c\u6307\u5b9a\u76ee\u6807\u5bf9\u8c61\uff0c\u8fdb\u884c\u540e\u7eed\u7a33\u5b9a\u8ffd\u8e2a\u4e0e\u62a0\u56fe\uff0c\u6709\u6548\u907f\u514d\u76ee\u6807\u6df7\u6dc6\u6216\u6f02\u79fb\uff0c\u9002\u5408\u865a\u62df\u4eba\u526a\u8f91\u3001\u4eba\u7269\u805a\u7126\u7b49\u5b9e\u4f8b\u7ea7\u7f16\u8f91\u4efb\u52a1\u3002<\/p>\n<p><a href=\"https:\/\/mp.weixin.qq.com\/s\/CbmtljvBnzri60nrQIvJjA\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-f9dc6382877114fd14c67eaa41ae2e65.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-f9dc6382877114fd14c67eaa41ae2e65.png\"><\/a><\/a><\/p>\n<p><strong>\u63a8\u7406\u9636\u6bb5\u589e\u5f3a\uff08Iterative Refinement\uff09<\/strong>\uff1a\u5bf9\u4e8e\u9ad8\u7cbe\u5ea6\u573a\u666f\uff0c\u5982\u5e7f\u544a\u5236\u4f5c\u3001\u5f71\u89c6\u540e\u671f\u7b49\uff0cMatAnyone \u63d0\u4f9b\u53ef\u9009\u7684\u9996\u5e27\u8fed\u4ee3\u4f18\u5316\u673a\u5236\uff0c\u901a\u8fc7\u591a\u8f6e\u63a8\u7406\u7cbe\u7ec6\u5316<strong>\u7b2c\u4e00\u5e27<\/strong> alpha matte\uff0c\u4ece\u800c\u8fdb\u4e00\u6b65\u63d0\u5347\u6574\u6bb5\u89c6\u9891\u7684\u7ec6\u8282\u8fd8\u539f\u4e0e\u8fb9\u754c\u81ea\u7136\u5ea6\u3002<a href=\"https:\/\/mp.weixin.qq.com\/s\/CbmtljvBnzri60nrQIvJjA\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-4a3c353a2602740da98aa10f24b84a12.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-4a3c353a2602740da98aa10f24b84a12.png\"><\/a><\/a><\/p>\n<p><strong>\u5b9e\u9a8c\u7ed3\u679c\uff1a\u9886\u5148\u7684\u7ec6\u8282\u8d28\u91cf\u4e0e\u65f6\u5e8f\u7a33\u5b9a<\/strong><\/p>\n<p>\u4e3a\u4e86\u7cfb\u7edf\u8bc4\u4f30 MatAnyone \u5728\u89c6\u9891\u62a0\u56fe\u4efb\u52a1\u4e2d\u7684\u7efc\u5408\u8868\u73b0\uff0c\u6211\u4eec\u4ece<strong>\u5b9a\u6027\u4e0e\u5b9a\u91cf<\/strong>\u4e24\u4e2a\u89d2\u5ea6\u8fdb\u884c\u4e86\u5bf9\u6bd4\u5b9e\u9a8c\uff0c\u7ed3\u679c\u663e\u793a MatAnyone \u5728\u7cbe\u5ea6\u3001\u7a33\u5b9a\u6027\u4e0e\u89c6\u89c9\u8d28\u91cf\u7b49\u591a\u4e2a\u7ef4\u5ea6\u5747\u4f18\u4e8e\u73b0\u6709\u4e3b\u6d41<strong>\u65e0\u8f85\u52a9\u578b\u53ca\u8f85\u52a9\u5f15\u5bfc\u578b<\/strong>\u65b9\u6cd5\u3002<\/p>\n<p><strong>\u5b9a\u6027\u8bc4\u4f30\uff08Qualitative\uff09<\/strong><\/p>\n<p>\u5728\u771f\u5b9e\u89c6\u9891\u6848\u4f8b\u4e2d\uff0c\u6211\u4eec\u5c55\u793a\u4e86 MatAnyone \u4e0e\u73b0\u6709\u65b9\u6cd5 RVM\u3001FTP-VM\u3001MaGGIe \u7684\u53ef\u89c6\u5316\u5bf9\u6bd4\u3002\u7ed3\u679c\u8868\u660e\uff0cMatAnyone \u80fd\u591f\u66f4\u51c6\u786e\u5730\u63d0\u53d6\u76ee\u6807\u4eba\u7269\u8f6e\u5ed3\uff0c\u5c24\u5176\u662f\u5728<strong>\u4eba\u7269\u52a8\u4f5c\u5267\u70c8\u6216\u80cc\u666f\u590d\u6742<\/strong>\u7684\u60c5\u51b5\u4e0b\uff0c\u4f9d\u7136\u80fd\u4fdd\u6301\u5934\u53d1\u3001\u8fb9\u7f18\u8863\u7269\u7b49\u7ec6\u8282\u7684\u6e05\u6670\u5ea6\uff0c\u5e76\u6709\u6548\u907f\u514d\u80cc\u666f\u7a7f\u900f\u4e0e\u8fb9\u754c\u65ad\u88c2\u7b49\u5e38\u89c1\u95ee\u9898\u3002\u540c\u65f6\uff0c\u5b83\u4e5f\u5177\u5907\u66f4\u5f3a\u7684\u5b9e\u4f8b\u533a\u5206\u80fd\u529b\uff0c\u5373\u4f7f\u753b\u9762\u4e2d\u5b58\u5728\u591a\u4e2a\u663e\u8457\u4eba\u7269\uff0c\u4e5f\u80fd\u51c6\u786e\u9501\u5b9a\u76ee\u6807\u5bf9\u8c61\u5e76\u4fdd\u6301\u4e00\u81f4\u8ddf\u8e2a\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-33fdebebc805ace51bb41670493efd3b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-33fdebebc805ace51bb41670493efd3b.png\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-5e4157a8124d7594dd4e90cb81eb54d6.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-5e4157a8124d7594dd4e90cb81eb54d6.png\"><\/a><\/section>\n<p><strong>\u5b9a\u91cf\u8bc4\u4f30\uff08Quantitative\uff09<\/strong><\/p>\n<p>\u5728\u5408\u6210\u6570\u636e\u96c6 VideoMatte \u548c\u81ea\u5efa\u7684 YouTubeMatte \u4e0a\uff0c\u6211\u4eec\u4f7f\u7528\u4e94\u4e2a\u5173\u952e\u6307\u6807\u5bf9\u5404\u65b9\u6cd5\u8fdb\u884c\u5168\u9762\u8bc4\u4f30\uff1a<\/p>\n<ul>\n<li>\n<p>MAD\uff08Mean Absolute Difference\uff09\u4e0e MSE\uff08Mean Squared Error\uff09\u7528\u4e8e\u8861\u91cf\u8bed\u4e49\u51c6\u786e\u6027\uff1b<\/p>\n<\/li>\n<li>\n<p>Grad\uff08Gradient\uff09\u7528\u4e8e\u7ec6\u8282\u9510\u5229\u5ea6\u8bc4\u4f30\uff1b<\/p>\n<\/li>\n<li>\n<p>Conn\uff08Connectivity\uff09\u4ee3\u8868\u6574\u4f53\u89c6\u89c9\u8fde\u8d2f\u6027\uff1b<\/p>\n<\/li>\n<li>\n<p>dtSSD \u5219\u8861\u91cf\u8de8\u5e27\u95f4\u7684\u65f6\u5e8f\u4e00\u81f4\u6027\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u5982 Table 1 \u6240\u793a\uff0cMatAnyone \u5728\u9ad8\u3001\u4f4e\u5206\u8fa8\u7387\u7684\u6240\u6709\u6570\u636e\u96c6\u4e0a\u5747\u53d6\u5f97<strong>\u6700\u4f4e\u7684 MAD \u548c dtSSD<\/strong>\uff0c\u8868\u73b0\u51fa\u6781\u9ad8\u7684\u8bed\u4e49\u7a33\u5b9a\u6027\u4e0e\u65f6\u95f4\u4e00\u81f4\u6027\uff1b\u540c\u65f6\u5728 Conn \u6307\u6807\u4e0a\u4e5f\u4f4d\u5c45\u9996\u4f4d\uff0c\u9a8c\u8bc1\u4e86\u5176\u5728\u6574\u4f53\u89c2\u611f\u548c\u8fb9\u7f18\u5904\u7406\u4e0a\u7684\u9886\u5148\u8868\u73b0\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-c05bcfd06b408c4ab90f52116bd1891a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-c05bcfd06b408c4ab90f52116bd1891a.png\"><\/a><\/section>\n<p><strong>\u603b\u7ed3\u4e0e\u5c55\u671b<\/strong><\/p>\n<p>MatAnyone \u662f\u4e00\u5957<strong>\u9762\u5411\u771f\u5b9e\u4f7f\u7528\u573a\u666f\u7684\u4eba\u50cf\u89c6\u9891\u62a0\u56fe\u7cfb\u7edf<\/strong>\uff0c\u4e13\u6ce8\u4e8e\u5728\u4ec5\u63d0\u4f9b\u9996\u5e27\u76ee\u6807\u7684\u524d\u63d0\u4e0b\uff0c\u5b9e\u73b0\u8bed\u4e49\u7a33\u5b9a\u4e14\u8fb9\u754c\u7cbe\u7ec6\u7684\u89c6\u9891\u7ea7\u62a0\u56fe\u3002\u6839\u636e\u300c\u89c6\u9891\u62a0\u56fe\u300d\u4efb\u52a1\u7684\u7279\u6027\uff0c\u5b83\u5f15\u5165\u4e86\u533a\u57df\u81ea\u9002\u5e94\u7684\u8bb0\u5fc6\u878d\u5408\u673a\u5236\uff0c\u5728\u4fdd\u6301\u8bed\u4e49\u7a33\u5b9a\u6027\u7684\u540c\u65f6\uff0c\u7cbe\u7ec6\u63d0\u53d6\u4e86\u5934\u53d1\u7b49\u7ec6\u8282\u533a\u57df\u3002\u501f\u52a9\u65b0\u6784\u5efa\u7684 VM800 \u9ad8\u8d28\u91cf\u6570\u636e\u96c6\u4e0e\u5168\u65b0\u7684\u8bad\u7ec3\u7b56\u7565\uff0cMatAnyone \u663e\u8457\u63d0\u5347\u4e86\u5728\u590d\u6742\u80cc\u666f\u4e0b\u7684\u62a0\u56fe\u7a33\u5b9a\u6027\u3002<\/p>\n<p>\u9762\u5bf9\u771f\u5b9e\u8bad\u7ec3\u6570\u636e\u7684\u5236\u7ea6\uff0c\u300c\u89c6\u9891\u62a0\u56fe\u300d\u4efb\u52a1\u4ecd\u7136\u50cf\u662f\u5728 \u201c\u6234\u7740\u9563\u94d0\u8df3\u821e\u201d\uff0c\u5f53\u524d\u7684\u6548\u679c\u867d\u6709\u663e\u8457\u7a81\u7834\uff0c\u4f46\u4ecd\u6709\u5e7f\u9614\u7684\u63d0\u5347\u7a7a\u95f4\u3002\u672a\u6765\uff0c\u6211\u4eec\u56e2\u961f\u5c06\u7ee7\u7eed\u63a2\u7d22\u66f4\u9ad8\u6548\u7684\u8bad\u7ec3\u7b56\u7565\u3001\u66f4\u6cdb\u5316\u7684\u6570\u636e\u6784\u5efa\u65b9\u5f0f\uff0c\u4ee5\u53ca\u66f4\u901a\u7528\u7684\u8bb0\u5fc6\u5efa\u6a21\u673a\u5236\uff0c\u63a8\u52a8\u89c6\u9891\u62a0\u56fe\u6280\u672f\u5728\u771f\u5b9e\u4e16\u754c\u4e2d\u5b9e\u73b0\u66f4\u5f3a\u9c81\u68d2\u6027\u4e0e\u66f4\u5e7f\u5e94\u7528\u6027\u3002<\/p>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-04-17-27\" target=\"_blank\">CVPR 2025\uff5c\u89c6\u9891\u62a0\u56feMatAnyone\u6765\u4e86\uff0c\u4e00\u6b21\u6307\u5b9a\u5168\u7a0b\u8ffd\u8e2a\uff0c\u53d1\u4e1d\u7ea7\u8fd8\u539f<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:CVPR 2025\uff5c\u89c6 [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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