{"id":10925,"date":"2024-05-29T15:35:45","date_gmt":"2024-05-29T07:35:45","guid":{"rendered":"http:\/\/192.168.10.115\/?p=10925"},"modified":"2024-05-29T15:35:45","modified_gmt":"2024-05-29T07:35:45","slug":"2024-05-29-%e5%ae%9e%e6%97%b6%e6%b8%b2%e6%9f%93%e5%bf%ab100%e5%80%8d%ef%bc%81%e6%b8%85%e5%8d%8e%e6%96%b0sota%ef%bc%9a%e9%ab%98%e6%96%af%e6%97%b6%e5%85%89%e6%9c%ba%e6%97%a0%e6%83%a7","status":"publish","type":"post","link":"http:\/\/222.128.65.89:18086\/index.php\/2024\/05\/29\/10925\/","title":{"rendered":"2024-05-29 \u5b9e\u65f6\u6e32\u67d3\u5feb100\u500d\uff01\u6e05\u534e\u65b0SOTA\uff1a\u201c\u9ad8\u65af\u65f6\u5149\u673a\u201d\u65e0\u60e7\u5916\u89c2\u957f\u65f6\u95f4\u590d\u6742\u53d8\u5316\u7684\u573a\u666f"},"content":{"rendered":"\n<p><strong>\u4f55\u8c13\u201c\u65f6\u5149\u673a\u201d\uff1f<\/strong><\/p>\n\n\n\n<p>3D Gaussian Splatting (3DGS)\u7684\u5e94\u7528\u6269\u5c55\u5230\u4e86\u52a8\u6001\u573a\u666f\uff0c\u540c\u65f6\u4fdd\u6301\u4e86\u5b9e\u65f6\u6e32\u67d3\u901f\u5ea6\uff0c\u5c55\u793a\u4e86\u5176\u5bf9\u4e0d\u540c\u73af\u5883\u6761\u4ef6\u548c\u6e32\u67d3\u9700\u6c42\u7684\u9002\u5e94\u6027\u3002\u7136\u800c\u5f53<strong>\u8bad\u7ec3\u56fe\u50cf\u5728\u4e0d\u540c\u7684\u5929\u6c14\u548c\u5149\u7167\u6761\u4ef6\u4e0b\u62cd\u6444\u65f6<\/strong>\uff0c\u4f1a\u51fa\u73b0\u4e00\u4e2a\u663e\u8457\u7684\u6311\u6218\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5c3d\u7ba1\u4e00\u4e9b\u57fa\u4e8eNeRF\u7684\u65b9\u6cd5\uff08\u5982NeRF-W, CLNeRF\uff09\u5c55\u793a\u4e86\u5206\u79bb\u5916\u89c2\u53d8\u5316\u7684\u80fd\u529b\uff0c\u4f46\u8ba1\u7b97\u6210\u672c\u9650\u5236\u4e86\u6e32\u67d3\u901f\u5ea6\u3002<\/li>\n\n\n\n<li>\u5c3d\u7ba13DGS\u53ca\u5176\u53d8\u4f53\u5728\u6355\u6349\u6709\u9650\u8303\u56f4\u5185\u6216\u77ed\u65f6\u95f4\u5185\u7684\u573a\u666f\u52a8\u6001\u65b9\u9762\u8868\u73b0\u51fa\u8272\uff0c\u4f46\u91cd\u5efa\u5177\u6709\u4e0d\u540c\u5916\u89c2\u7684\u573a\u666f\u4ecd\u7136\u662f\u4e00\u4e2a\u6311\u6218\u3002\u4e00\u4e2a\u7b80\u5355\u7684\u65b9\u6cd5\u662f\u4e3a\u6bcf\u79cd\u5916\u89c2\u5355\u72ec\u8bad\u7ec3\u6a21\u578b\uff0c\u4f46\u8fd9\u7531\u4e8e\u989d\u5916\u7684\u8bad\u7ec3\u6210\u672c\u800c\u6548\u7387\u4f4e\u4e0b\u3002<\/li>\n<\/ul>\n\n\n\n<p>Gaussian Time Machine(GTM)\u662f\u4e00\u79cd\u7528\u4e8e\u5904\u7406\u5177\u6709\u6781\u5927\u5916\u89c2\u53d8\u5316\u7684\u573a\u666f\u7684\u5b9e\u65f6\u6e32\u67d3\u65b9\u6cd5\u3002<strong>\u9996\u6b21\u5c1d\u8bd5\u5728\u5b9e\u65f6\u4e2d\u5efa\u6a21\u957f\u671f\u53d8\u5316<\/strong>\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5728\u5177\u6709\u6311\u6218\u6027\u7684\u73b0\u5b9e\u4e16\u754c\u6570\u636e\u96c6\u4e0a\u7684\u5e7f\u6cdb\u5b9e\u9a8c\u8868\u660e\uff0cGTM\u5728\u6e32\u67d3\u8d28\u91cf\u548c\u6548\u7387\u65b9\u9762\u4f18\u4e8e\u6700\u5148\u8fdb\u7684\u52a8\u6001\u573a\u666f\u65b0\u89c6\u56fe\u5408\u6210\u65b9\u6cd5\u3002<\/li>\n\n\n\n<li>GTM\u53ef\u4ee5\u5c06\u5916\u89c2\u53d8\u5316\u4e0e\u51e0\u4f55\u5206\u79bb\uff0c\u4ece\u800c\u53ef\u4ee5\u901a\u8fc7GTM\u5b9e\u73b0\u4e0d\u540c\u5916\u89c2\u4e4b\u95f4\u7684\u5e73\u6ed1\u8fc7\u6e21<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"532\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-380-1024x532.png\" alt=\"\" class=\"wp-image-10926\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-380-1024x532.png 1024w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-380-300x156.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-380-768x399.png 768w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-380.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>GTM\u4f7f\u7528\u4f7f\u7528\u8f7b\u91cf\u7ea7\u795e\u7ecf\u7f51\u7edc\u9884\u6d4b\u521d\u59cb\u9ad8\u65af\u7684\u5c5e\u6027\u3002\u7136\u540e\u5c06\u65f6\u95f4\u5d4c\u5165\u5411\u91cf\u6dfb\u52a0\u5230\u4e0d\u900f\u660e\u5ea6\u548c\u989c\u8272\u7f16\u7801\u5668\u7684\u8f93\u5165\u4e2d\u3002\u8fdb\u4e00\u6b65\u5c06\u6e32\u67d3\u989c\u8272\u5206\u89e3\u4e3a\u9759\u6001\u9879\u548c\u52a8\u6001\u9879\u3002\u901a\u8fc7\u8fd9\u6837\u7684\u8bbe\u8ba1\uff0c\u53ef\u4ee5\u5728\u4fdd\u6301\u51e0\u4f55\u4e00\u81f4\u6027\u7684\u540c\u65f6\u6709\u6548\u5730\u91cd\u5efa\u5177\u6709\u4e0d\u540c\u5916\u89c2\u7684\u573a\u666f\u3002<strong>GTM\u5728\u6e32\u67d3\u8d28\u91cf\u65b9\u9762\u8fbe\u5230\u4e86\u6700\u5148\u8fdb\u7684\u6c34\u5e73\uff0c\u5e76\u4e14\u5728\u4f7f\u7528\u56fe\u5f62\u5361\u65f6\u53ef\u4ee5\u4ee580FPS\u7684\u901f\u5ea6\u8fdb\u884c\u6e32\u67d3\uff0c\u6bd4\u57fa\u4e8eNeRF\u7684\u65b9\u6cd5\u5feb100\u500d\u3002<\/strong><\/p>\n\n\n\n<p><strong>\u5177\u4f53\u65b9\u6cd5<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"663\" height=\"100\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2024\/05\/5291.png\" alt=\"\" class=\"wp-image-10927\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/5291.png 663w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/5291-300x45.png 300w\" sizes=\"(max-width: 663px) 100vw, 663px\" \/><\/figure>\n\n\n\n<p><strong>\u5efa\u6a21\u53d8\u5316\u7684\u9ad8\u65af<\/strong><\/p>\n\n\n\n<p>\u65f6\u95f4\u53d8\u5316\u573a\u666f\u4e2d\u7684\u53ef\u89c1\u6027\u53d8\u5316\u662f\u5e38\u89c1\u7684\uff0c\u8fd9\u79cd\u53d8\u5316\u65e0\u6cd5\u901a\u8fc7\u5728\u6574\u4e2a\u65f6\u95f4\u8303\u56f4\u5185\u4f7f\u7528\u56fa\u5b9a\u6570\u91cf\u7684\u521d\u59cb\u9ad8\u65af\u6765\u5efa\u6a21\u3002\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u6311\u6218\uff0c\u6709\u5fc5\u8981\u52a8\u6001\u5730\u8c03\u6574\u521d\u59cb\u9ad8\u65af\u7684\u6570\u91cf\uff0c\u4ee5\u4f7f\u6a21\u578b\u9002\u5e94\u590d\u6742\u7684\u573a\u666f\u53d8\u5316\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"616\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-381-1024x616.png\" alt=\"\" class=\"wp-image-10928\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-381-1024x616.png 1024w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-381-300x181.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-381-768x462.png 768w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-381.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"663\" height=\"175\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2024\/05\/5292.png\" alt=\"\" class=\"wp-image-10929\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/5292.png 663w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/5292-300x79.png 300w\" sizes=\"(max-width: 663px) 100vw, 663px\" \/><\/figure>\n\n\n\n<p><strong>\u65f6\u95f4\u7f16\u7801\u65b9\u6848<\/strong><\/p>\n\n\n\n<p>\u5728\u57fa\u4e8e3DGS\u7684\u795e\u7ecf\u6e32\u67d3\u4e2d\uff0c\u521d\u59cb\u9ad8\u65af\u7684\u4e94\u4e2a\u65f6\u95f4\u76f8\u5173\u5c5e\u6027\u5e94\u901a\u8fc7\u7f16\u7801\u5668\u8fdb\u884c\u8c03\u6574\u3002\u4e3b\u8981\u6709\u4e09\u79cd\u7c7b\u578b\u7684\u65f6\u95f4\u7f16\u7801\u5668\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6982\u7387\u7f16\u7801\u5668<\/li>\n\n\n\n<li>\u8fde\u7eed\u6620\u5c04\u7f16\u7801\u5668<\/li>\n\n\n\n<li>\u79bb\u6563\u5d4c\u5165\u7f16\u7801\u5668\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"667\" height=\"284\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2024\/05\/5293.png\" alt=\"\" class=\"wp-image-10930\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/5293.png 667w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/5293-300x128.png 300w\" sizes=\"(max-width: 667px) 100vw, 667px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"185\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-382-1024x185.png\" alt=\"\" class=\"wp-image-10931\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-382-1024x185.png 1024w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-382-300x54.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-382-768x139.png 768w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-382.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>\u5206\u89e3\u989c\u8272\u6df7\u5408<\/strong><\/p>\n\n\n\n<p><strong>\u989c\u8272\u4ee5\u5206\u89e3\u7684\u65b9\u5f0f\u6e32\u67d3<\/strong>\u3002\u4e3a\u4e86\u516c\u5f0f\u5316\u8fd9\u79cd\u5206\u89e3\uff0c\u6211\u4eec\u53c2\u8003\u4e86\u57fa\u4e8e\u7269\u7406\u6e32\u67d3\u7684\u989c\u8272\u5f62\u6210\u7406\u8bba\u3002\u5728\u6267\u884c\u5149\u7ebf\u8ffd\u8e2a\u65f6\uff0c\u7269\u4f53\u7684\u989c\u8272\u7531\u7269\u4f53\u672c\u8eab\u7684\u989c\u8272\u548c\u6765\u81ea\u73af\u5883\u7684\u53cd\u5c04\u7ec4\u6210\u3002\u5728\u5177\u6709\u957f\u671f\u53d8\u5316\u7684\u573a\u666f\u4e2d\uff0c\u901a\u5e38\u662f\u5149\u7167\u6216\u5929\u6c14\u968f\u65f6\u95f4\u53d8\u5316\uff0c\u800c\u7269\u4f53\u4fdd\u6301\u4e0d\u53d8\u3002<\/p>\n\n\n\n<p>\u53d7\u8fd9\u79cd\u5149\u7167\u5f62\u6210\u6a21\u578b\u7684\u542f\u53d1\uff0c\u5c06\u989c\u8272\u5206\u4e3a<strong>\u9759\u6001\u9879<\/strong>\u548c<strong>\u52a8\u6001\u9879<\/strong>\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9759\u6001\u9879\u5728\u65f6\u95f4\u6b65\u957f\u5185\u4fdd\u6301\u4e0d\u53d8\uff0c\u7531\u65f6\u95f4\u4e0d\u53d8\u7684MLP\u8ba1\u7b97<\/li>\n\n\n\n<li>\u52a8\u6001MLP\u5c06\u65f6\u95f4\u5d4c\u5165\u4f5c\u4e3a\u8f93\u5165\uff0c\u4ee5\u5efa\u6a21\u53d8\u5316\u7684\u73af\u5883\u5149\u7167<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"111\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-383-1024x111.png\" alt=\"\" class=\"wp-image-10932\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-383-1024x111.png 1024w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-383-300x33.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-383-768x83.png 768w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-383.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u5728\u989c\u8272\u5f62\u6210\u6a21\u578b\u4e2d\uff0c\u7269\u4f53\u7684\u6750\u8d28\u5f71\u54cd\u53cd\u5c04\u73af\u5883\u5149\u5728\u6e32\u67d3\u989c\u8272\u4e2d\u7684\u5360\u6bd4\u3002\u4f8b\u5982\uff0c\u91d1\u5c5e\u8868\u9762\u4e3b\u8981\u663e\u793a\u5468\u56f4\u73af\u5883\u7684\u989c\u8272\uff0c\u800c\u6728\u8d28\u8868\u9762\u4e3b\u8981\u663e\u793a\u5176\u81ea\u8eab\u7684\u989c\u8272\u3002\u4e3a\u4e86\u5efa\u6a21\u8fd9\u79cd\u6548\u679c\uff0c\u6211\u4eec\u4f7f\u7528\u53e6\u4e00\u4e2aMLP\u6765\u4f30\u8ba1\u4e00\u4e2a\u6df7\u5408\u7cfb\u6570\uff0c\u4ee5\u81ea\u9002\u5e94\u5730\u6df7\u5408\u8fd9\u4e24\u4e2a\u9879\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"74\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-384-1024x74.png\" alt=\"\" class=\"wp-image-10933\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-384-1024x74.png 1024w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-384-300x22.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-384-768x55.png 768w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-384.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u5728\u989c\u8272\u5f62\u6210\u6a21\u578b\u4e2d\uff0c\u7269\u4f53\u7684\u6750\u8d28\u5f71\u54cd\u53cd\u5c04\u73af\u5883\u5149\u5728\u6e32\u67d3\u989c\u8272\u4e2d\u7684\u5360\u6bd4\u3002\u4f8b\u5982\uff0c\u91d1\u5c5e\u8868\u9762\u4e3b\u8981\u663e\u793a\u5468\u56f4\u73af\u5883\u7684\u989c\u8272\uff0c\u800c\u6728\u8d28\u8868\u9762\u4e3b\u8981\u663e\u793a\u5176\u81ea\u8eab\u7684\u989c\u8272\u3002\u4e3a\u4e86\u5efa\u6a21\u8fd9\u79cd\u6548\u679c\uff0c\u6211\u4eec\u4f7f\u7528\u53e6\u4e00\u4e2aMLP\u6765\u4f30\u8ba1\u4e00\u4e2a\u6df7\u5408\u7cfb\u6570\uff0c\u4ee5\u81ea\u9002\u5e94\u5730\u6df7\u5408\u8fd9\u4e24\u4e2a\u9879\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"74\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-385-1024x74.png\" alt=\"\" class=\"wp-image-10934\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-385-1024x74.png 1024w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-385-300x22.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-385-768x55.png 768w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-385.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u590d\u5408\u989c\u8272\u8ba1\u7b97\u5982\u4e0b\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"64\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-386-1024x64.png\" alt=\"\" class=\"wp-image-10935\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-386-1024x64.png 1024w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-386-300x19.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-386-768x48.png 768w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-386.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u6700\u540e\uff0c\u795e\u7ecf\u521d\u59cb\u9ad8\u65af\u7684\u989c\u8272\u6839\u636e\u7531\u7d2f\u79ef\u4e0d\u900f\u660e\u5ea6\u8ba1\u7b97\u7684\u6743\u91cd\u8fdb\u884c\u6df7\u5408<\/p>\n\n\n\n<p><strong>\u4f18\u5316<\/strong><\/p>\n\n\n\n<p>3DGS\u901a\u8fc7\u4f7f\u7528\u68af\u5ea6\u4e0b\u964d\u6cd5\u89e3\u51b3\u4f18\u5316\u95ee\u9898\u8fdb\u884c\u8bad\u7ec3\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"71\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-387-1024x71.png\" alt=\"\" class=\"wp-image-10936\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-387-1024x71.png 1024w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-387-300x21.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-387-768x53.png 768w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-387.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u635f\u5931\u51fd\u6570\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"68\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-388-1024x68.png\" alt=\"\" class=\"wp-image-10937\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-388-1024x68.png 1024w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-388-300x20.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-388-768x51.png 768w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-388.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"668\" height=\"56\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2024\/05\/5294.png\" alt=\"\" class=\"wp-image-10938\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/5294.png 668w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/5294-300x25.png 300w\" sizes=\"(max-width: 668px) 100vw, 668px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"62\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-389-1024x62.png\" alt=\"\" class=\"wp-image-10939\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-389-1024x62.png 1024w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-389-300x18.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-389-768x46.png 768w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-389.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"650\" height=\"58\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2024\/05\/5295.png\" alt=\"\" class=\"wp-image-10940\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/5295.png 650w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/5295-300x27.png 300w\" sizes=\"(max-width: 650px) 100vw, 650px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"82\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-390-1024x82.png\" alt=\"\" class=\"wp-image-10941\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-390-1024x82.png 1024w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-390-300x24.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-390-768x61.png 768w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-390.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>\u5b9e\u9a8c\u6548\u679c<\/strong><\/p>\n\n\n\n<p><strong>\u57fa\u7ebf\u65b9\u6cd5<\/strong>\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>NeRF in the wild (NeRF-W)\uff1a\u4e00\u79cdNeRF\u7684\u53d8\u4f53\uff0c\u80fd\u591f\u5728\u906e\u6321\u548c\u5149\u7167\u6761\u4ef6\u53d8\u5316\u4e0b\u91cd\u5efa\u9759\u6001\u4e2d\u5fc3\u7269\u4f53\u3002<\/li>\n\n\n\n<li>CLNeRF\uff1a\u4e00\u4e2a\u65f6\u95f4\u53d8\u5316\u573a\u666f\u7684\u6301\u7eed\u5b66\u4e60\u6846\u67b6\uff0c\u4e5f\u63d0\u51fa\u4e86WAT\u57fa\u51c6\u3002<\/li>\n\n\n\n<li>Deformable-3DGS\uff1a\u4e00\u79cd3DGS\u7684\u6269\u5c55\uff0c\u901a\u8fc7\u53d8\u5f62\u573a\u548c\u8f7b\u91cf\u7ea7MLP\u8ba1\u7b97\u521d\u59cb\u9ad8\u65af\u7684\u8fd0\u52a8\uff0c\u5047\u8bbe\u521d\u59cb\u9ad8\u65af\u7684\u6570\u91cf\u968f\u65f6\u95f4\u4e0d\u53d8\uff0c\u9002\u7528\u4e8e\u4ece\u89c6\u9891\u5feb\u7167\u4e2d\u91cd\u5efa\u52a8\u6001\u573a\u666f\u3002<\/li>\n\n\n\n<li>4DGS\uff1a3DGS\u7684\u53e6\u4e00\u79cd\u6269\u5c55\uff0c\u901a\u8fc7\u9884\u6d4b\u65f6\u95f4\u53d8\u5316\u521d\u59cb\u9ad8\u65af\u76844D\u8054\u5408\u5206\u5e03\uff0c\u5c06\u5176\u52a8\u6001\u6027\u6574\u5408\u5230\u53ef\u5fae\u9ad8\u65af\u6e32\u67d3\u51fd\u6570\u4e2d\u3002<\/li>\n<\/ul>\n\n\n\n<p>GTM\u5728\u6e32\u67d3\u8d28\u91cf\u548c\u6548\u7387\u4e0a\u7ed3\u5408\u4e86\u591a\u65b9\u9762\u7684\u4f18\u52bf\u3002\u76f8\u6bd4\u4e8e\u4f7f\u7528\u5d4c\u5165\u5411\u91cf\u5efa\u6a21\u957f\u671f\u89c6\u89c9\u53d8\u5316\u7684NeRF\u57fa\u65b9\u6cd5\uff0cGTM\u7531\u4e8e\u6539\u8fdb\u7684\u521d\u59cb\u9ad8\u65af\u8868\u793a\u80fd\u529b\uff0c\u80fd\u591f\u91cd\u5efa\u7ec6\u7c92\u5ea6\u7ec6\u8282\u3002\u76f8\u6bd4\u4e8e\u7528\u4e8e\u52a8\u6001\u573a\u666f\u76843DGS\u57fa\u65b9\u6cd5\uff0cGTM\u80fd\u591f\u5c06\u5916\u89c2\u53d8\u5316\u4e0e\u51e0\u4f55\u7ed3\u6784\u5206\u79bb\uff0c\u5e76\u63a7\u5236\u521d\u59cb\u9ad8\u65af\u7684\u6570\u91cf\uff0c\u4ece\u800c\u5b9e\u73b0\u6700\u5148\u8fdb\u7684\u6e32\u67d3\u8d28\u91cf\u3002\u5728\u5b58\u50a8\u7a7a\u95f4\u65b9\u9762\uff0cGTM\u4e5f\u66f4\u4e3a\u9ad8\u6548\uff0c\u6bcf\u4e2a\u573a\u666f\u7684\u5e73\u5747\u5b58\u50a8\u7a7a\u95f4\u4e0d\u5230100MB\u3002<\/p>\n\n\n\n<p>\u5b9a\u91cf\u7ed3\u679c\u663e\u793a\uff0cGTM\u5728\u6e32\u67d3\u8d28\u91cf\u548c\u5b9e\u65f6\u6e32\u67d3\u901f\u5ea6\u65b9\u9762\u5747\u8fbe\u5230\u4e86\u6700\u5148\u8fdb\u7684\u6027\u80fd \u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"396\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-391-1024x396.png\" alt=\"\" class=\"wp-image-10942\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-391-1024x396.png 1024w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-391-300x116.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-391-768x297.png 768w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-391.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"697\" height=\"1024\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-392-697x1024.png\" alt=\"\" class=\"wp-image-10943\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-392-697x1024.png 697w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-392-204x300.png 204w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-392-768x1129.png 768w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-392-680x1000.png 680w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-392.png 1026w\" sizes=\"(max-width: 697px) 100vw, 697px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"932\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-393-1024x932.png\" alt=\"\" class=\"wp-image-10944\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-393-1024x932.png 1024w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-393-300x273.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-393-768x699.png 768w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-393.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"529\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-394-1024x529.png\" alt=\"\" class=\"wp-image-10945\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-394-1024x529.png 1024w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-394-300x155.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-394-768x397.png 768w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-394.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"297\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-395-1024x297.png\" alt=\"\" class=\"wp-image-10946\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-395-1024x297.png 1024w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-395-300x87.png 300w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-395-768x223.png 768w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2024\/05\/\u56fe\u7247-395.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>\u603b\u7ed3\u4e00\u4e0b<\/strong><\/p>\n\n\n\n<p>Gaussian Time Machine (GTM)\u662f\u4e00\u79cd\u7528\u4e8e\u5904\u7406\u65f6\u95f4\u53d8\u5316\u573a\u666f\u7684\u65b0\u89c6\u56fe\u5408\u6210\u65b9\u6cd5\uff0c\u7528\u4e8e<strong>\u89e3\u51b3\u53ef\u89c1\u6027\u53d8\u5316\u548c\u4e0d\u8fde\u7eed\u53d8\u5316\u7684\u6311\u6218<\/strong>\u3002GTM\u91c7\u7528\u4e86Scaffold-GS\u7f16\u7801\u7f51\u7edc\uff0c\u5e76\u901a\u8fc7\u65f6\u95f4\u5d4c\u5165\u5411\u91cf\u589e\u5f3a\uff0c\u4ee5\u7f16\u7801\u795e\u7ecf\u9ad8\u65af\u7684\u65f6\u95f4\u53d8\u5316\u5c5e\u6027\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7ec6\u7c92\u5ea6\u7684\u5916\u89c2\u53d8\u5316\uff1a\u5b9e\u65f6\u8c03\u6574\u795e\u7ecf\u9ad8\u65af\u7684\u4e0d\u900f\u660e\u5ea6<\/li>\n\n\n\n<li>\u5bf9\u573a\u666f\u7684\u7406\u89e3\uff1a\u989c\u8272\u9884\u6d4b\u5934\u5206\u89e3\u4e3a\u52a8\u6001\u548c\u9759\u6001\u90e8\u5206<\/li>\n\n\n\n<li>\u5916\u89c2\u6a21\u578b\u662f\u53ef\u63a7\uff1a\u63d2\u503c\u5d4c\u5165\u5411\u91cf\uff0c\u5b9e\u73b0\u4e0d\u540c\u98ce\u683c\u4e4b\u95f4\u7684\u5e73\u6ed1\u5916\u89c2\u8fc7\u6e21<\/li>\n<\/ul>\n\n\n\n<p>GTM\u5b9e\u73b0\u4e86\u5feb\u901f\u8bad\u7ec3\u548c\u5b9e\u65f6\u6e32\u67d3\uff0c\u80fd\u591f\u5904\u7406\u5728\u957f\u65f6\u95f4\u8de8\u5ea6\u5185\u5177\u6709\u590d\u6742\u53d8\u5316\u7684\u573a\u666f\uff0c\u5728\u6311\u6218\u6027\u7684\u73b0\u5b9e\u4e16\u754c\u6570\u636e\u96c6\u4e0a\uff0c\u5176\u6027\u80fd\u4f18\u4e8e\u57fa\u4e8eNeRF\u548c3DGS\u7684\u65b9\u6cd5\u3002<\/p>\n\n\n\n<p><strong>\u5c40\u9650<\/strong>\uff1aGTM\u901a\u8fc7\u52a8\u6001\u4e0d\u900f\u660e\u5ea6\u63a7\u5236\u6765\u5904\u7406\u7269\u4f53\u7684\u53ef\u89c1\u6027\u53d8\u5316\uff0c\u8fd9\u662f\u4e00\u79cd\u8fd1\u4f3c\u65b9\u6cd5\uff0c\u5e76\u4e14\u4e0d\u7b26\u5408\u7269\u7406\u5b9a\u5f8b\uff0c\u7406\u89e3\u7269\u7406\u8fd0\u52a8\u5e76\u5728\u53d8\u5316\u7684\u5916\u89c2\u4e2d\u751f\u6210\u7269\u7406\u4e00\u81f4\u7684\u6e32\u67d3\u7ed3\u679c\u662f\u4f18\u5316\u65b9\u5411\u3002<\/p>\n\n\n\n<p><strong>\u53c2\u8003<\/strong><\/p>\n\n\n\n<p>[1] Gaussian Time Machine: A Real-Time Rendering Methodology for Time-Variant Appearances<\/p>\n\n\n\n<p>[2] Scaffold-gs: Structured 3d gaussians for view-adaptive rendering<\/p>\n\n\n\n<p>[3] 4d gaussian splatting for real-time dynamic scene rendering<\/p>\n\n\n\n<p>[4] Deformable 3d gaussians for high-fidelity monocular dynamic scene reconstruction<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4f55\u8c13\u201c\u65f6\u5149\u673a\u201d\uff1f 3D Gaussian Sp 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