{"id":15282,"date":"2023-07-10T15:57:36","date_gmt":"2023-07-10T07:57:36","guid":{"rendered":"http:\/\/139.9.1.231\/?p=15282"},"modified":"2023-07-10T15:57:37","modified_gmt":"2023-07-10T07:57:37","slug":"3d-gaussian-splatting-for-real-time-radiance-field-rendering","status":"publish","type":"post","link":"http:\/\/139.9.1.231\/index.php\/2023\/07\/10\/3d-gaussian-splatting-for-real-time-radiance-field-rendering\/","title":{"rendered":"3D Gaussian Splatting for Real-Time Radiance Field Rendering"},"content":{"rendered":"\n<p class=\"has-text-align-center has-light-pink-background-color has-background\"><strong><em>\u9879\u76ee\u4e3b\u9875<\/em><\/strong><font _mstmutation=\"1\" _msttexthash=\"5942846\" _msthash=\"534\">\uff1a<\/font><a rel=\"noreferrer noopener\" href=\"https:\/\/repo-sam.inria.fr\/fungraph\/3d-gaussian-splatting\/\" target=\"_blank\">https:\/\/repo-sam.inria.fr\/fungraph\/3d-gaussian-splatting\/<\/a>  <\/p>\n\n\n\n<p class=\"has-text-align-center has-light-pink-background-color has-background\"><strong _msttexthash=\"85531888\" _msthash=\"592\">ACM \u8ba1\u7b97\u673a\u56fe\u5f62\u5b66\u9886\u57df\u6700\u9876\u7ea7\u7684\u671f\u520a<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center has-light-gray-background-color has-background\"><em>\u4ee3\u7801<\/em>\uff1a<a href=\"https:\/\/github.com\/graphdeco-inria\/gaussian-splatting\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/github.com\/graphdeco-inria\/gaussian-splatting<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"354\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/07\/image-5-1024x354.png\" alt=\"\" class=\"wp-image-15285\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/07\/image-5-1024x354.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/07\/image-5-300x104.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/07\/image-5-768x265.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/07\/image-5.png 1445w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption><font _mstmutation=\"1\"><\/font><\/figcaption><\/figure>\n\n\n\n<p>        \u8f90\u5c04\u573a\u65b9\u6cd5\u6700\u8fd1\u5f7b\u5e95\u6539\u53d8\u4e86\u7528\u591a\u5f20\u7167\u7247\u6216\u89c6\u9891\u6355\u83b7\u7684\u573a\u666f\u7684\u65b0\u9896\u89c6\u56fe\u5408\u6210\u3002 \u7136\u800c\u5b9e\u73b0\u9ad8\u89c6\u89c9\u8d28\u91cf\u4ecd\u7136\u9700\u8981\u8bad\u7ec3\u548c\u6e32\u67d3\u6210\u672c\u9ad8\u6602\u7684\u795e\u7ecf\u7f51\u7edc\uff0c\u800c\u6700\u8fd1\u66f4\u5feb\u7684\u65b9\u6cd5\u4e0d\u53ef\u907f\u514d\u5730\u4f1a\u727a\u7272\u901f\u5ea6\u6765\u6362\u53d6\u8d28\u91cf\u3002 \u5bf9\u4e8e\u65e0\u754c\u4e14\u5b8c\u6574\u7684\u573a\u666f\uff08\u800c\u4e0d\u662f\u5b64\u7acb\u7684\u7269\u4f53\uff09\u548c 1080p \u5206\u8fa8\u7387\u6e32\u67d3\uff0c\u5f53\u524d\u4efb\u4f55\u65b9\u6cd5\u90fd\u65e0\u6cd5\u5b9e\u73b0\u5b9e\u65f6\u663e\u793a\u901f\u7387\u3002\u6211\u4eec\u5f15\u5165\u4e86\u4e09\u4e2a\u5173\u952e\u8981\u7d20\uff0c\u4f7f\u6211\u4eec\u80fd\u591f\u5728\u4fdd\u6301\u7ade\u4e89\u6027\u8bad\u7ec3\u7684\u540c\u65f6\u5b9e\u73b0\u6700\u5148\u8fdb\u7684\u89c6\u89c9\u8d28\u91cf\uff0c\u91cd\u8981\u7684\u662f\u5141\u8bb8\u4ee5 1080p \u5206\u8fa8\u7387\u8fdb\u884c\u9ad8\u8d28\u91cf\u5b9e\u65f6 (\u226530fps) \u65b0\u9896\u89c6\u56fe\u5408\u6210\u3002 \u9996\u5148\uff0c\u4ece\u76f8\u673a\u6821\u51c6\u671f\u95f4\u4ea7\u751f\u7684\u7a00\u758f\u70b9\u5f00\u59cb\uff0c\u6211\u4eec\u7528 3D \u9ad8\u65af\u8868\u793a\u573a\u666f\uff0c\u4fdd\u7559\u8fde\u7eed\u4f53\u79ef\u8f90\u5c04\u573a\u7684\u6240\u9700\u5c5e\u6027\u4ee5\u8fdb\u884c\u573a\u666f\u4f18\u5316\uff0c\u540c\u65f6\u907f\u514d\u5728\u7a7a\u767d\u7a7a\u95f4\u4e2d\u8fdb\u884c\u4e0d\u5fc5\u8981\u7684\u8ba1\u7b97\uff1b \u5176\u6b21\uff0c\u6211\u4eec\u5bf9 3D \u9ad8\u65af\u8fdb\u884c\u4ea4\u9519\u4f18\u5316\/\u5bc6\u5ea6\u63a7\u5236\uff0c\u7279\u522b\u662f\u4f18\u5316\u5404\u5411\u5f02\u6027\u534f\u65b9\u5dee\u4ee5\u5b9e\u73b0\u573a\u666f\u7684\u51c6\u786e\u8868\u793a\uff1b \u7b2c\u4e09\uff0c\u6211\u4eec\u5f00\u53d1\u4e86\u4e00\u79cd\u5feb\u901f\u53ef\u89c1\u6027\u611f\u77e5\u6e32\u67d3\u7b97\u6cd5\uff0c\u8be5\u7b97\u6cd5\u652f\u6301anisotropic\uff08\u5404\u5411\u5f02\u6027\uff09 splatting\uff0c\u65e2\u52a0\u901f\u8bad\u7ec3\u53c8\u5141\u8bb8\u5b9e\u65f6\u6e32\u67d3\u3002 \u6211\u4eec\u5728\u51e0\u4e2a\u5df2\u5efa\u7acb\u7684\u6570\u636e\u96c6\u4e0a\u5c55\u793a\u4e86\u6700\u5148\u8fdb\u7684\u89c6\u89c9\u8d28\u91cf\u548c\u5b9e\u65f6\u6e32\u67d3<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"240\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/07\/image-6-1024x240.png\" alt=\"\" class=\"wp-image-15290\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/07\/image-6-1024x240.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/07\/image-6-300x70.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/07\/image-6-768x180.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/07\/image-6-1536x360.png 1536w, http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/07\/image-6.png 1849w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"288\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/07\/image-7-1024x288.png\" alt=\"\" class=\"wp-image-15292\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/07\/image-7-1024x288.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/07\/image-7-300x84.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/07\/image-7-768x216.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/07\/image-7-1536x432.png 1536w, http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/07\/image-7.png 1857w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>    \u6211\u4eec\u65b9\u6cd5\u7684\u8f93\u5165\u662f\u4e00\u7ec4\u9759\u6001\u573a\u666f\u7684\u56fe\u50cf\uff0c\u4ee5\u53ca\u7531 SfM \u6821\u51c6\u7684\u76f8\u5e94\u6444\u50cf\u673a\uff0c\u8fd9\u4f1a\u4ea7\u751f\u7a00\u758f\u70b9\u4e91\u4f5c\u4e3aside effect\u3002 \u4ece\u8fd9\u4e9b\u70b9\u51fa\u53d1\uff0c\u6211\u4eec\u521b\u5efa\u4e86\u4e00\u7ec4 3D \u9ad8\u65af\uff0c\u7531\u4f4d\u7f6e\uff08\u5747\u503c\uff09\u3001\u534f\u65b9\u5dee\u77e9\u9635\u548c\u4e0d\u900f\u660e\u5ea6\u5b9a\u4e49\uff0c\u8fd9\u5141\u8bb8\u975e\u5e38\u7075\u6d3b\u7684\u4f18\u5316\u673a\u5236\u3002 \u8fd9\u4f1a\u4ea7\u751f 3D \u573a\u666f\u7684\u76f8\u5f53\u7d27\u51d1\u7684\u8868\u793a\uff0c\u90e8\u5206\u539f\u56e0\u662f\u9ad8\u5ea6\u5404\u5411\u5f02\u6027\u7684\u4f53\u79ef\u7247\u53ef\u7528\u4e8e\u7d27\u51d1\u5730\u8868\u793a\u7cbe\u7ec6\u7ed3\u6784\u3002 \u8f90\u5c04\u573a\u7684\u65b9\u5411\u5916\u89c2\u5206\u91cf\uff08\u989c\u8272\uff09\u901a\u8fc7\u7403\u8c10\u51fd\u6570 (SH) \u8868\u793a\uff0c\u9075\u5faa\u6807\u51c6\u5b9e\u8df5\u3002 \u6211\u4eec\u7684\u7b97\u6cd5\u7ee7\u7eed\u901a\u8fc7 3D \u9ad8\u65af\u53c2\u6570\u7684\u4e00\u7cfb\u5217\u4f18\u5316\u6b65\u9aa4\u6765\u521b\u5efa\u8f90\u5c04\u573a\u8868\u793a\uff0c\u5373\u4f4d\u7f6e\u3001\u534f\u65b9\u5dee\u548c SH \u7cfb\u6570\u4e0e\u9ad8\u65af\u5bc6\u5ea6\u81ea\u9002\u5e94\u63a7\u5236\u7684\u64cd\u4f5c\u4ea4\u7ec7\u5728\u4e00\u8d77\u3002 \u6211\u4eec\u65b9\u6cd5\u6548\u7387\u7684\u5173\u952e\u662f\u57fa\u4e8e\u56fe\u5757\u7684\u5149\u6805\u5316\u5668\uff0c\u5b83\u5141\u8bb8\u5404\u5411\u5f02\u6027\u56fe\u5757\u7684\u6df7\u5408\uff0c\u901a\u8fc7\u5feb\u901f\u6392\u5e8f\u5c0a\u91cd\u53ef\u89c1\u6027\u987a\u5e8f\u3002 \u5feb\u901f\u5149\u6805\u5316\u5668\u8fd8\u5305\u62ec\u901a\u8fc7\u8ddf\u8e2a\u7d2f\u79ef\u503c\u7684\u5feb\u901f\u5411\u540e\u4f20\u9012\uff0c\u800c\u5bf9\u53ef\u4ee5\u63a5\u6536\u68af\u5ea6\u7684\u9ad8\u65af\u6570\u91cf\u6ca1\u6709\u9650\u5236\u3002 \u6211\u4eec\u7684\u65b9\u6cd5\u7684\u6982\u8ff0\u5982\u4e0a\u56fe\u6240\u793a\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u9879\u76ee\u4e3b\u9875\uff1ahttps:\/\/repo-sam.inria.fr\/fungraph\/3d-gaussian-spl &hellip; <a href=\"http:\/\/139.9.1.231\/index.php\/2023\/07\/10\/3d-gaussian-splatting-for-real-time-radiance-field-rendering\/\" class=\"more-link\">\u7ee7\u7eed\u9605\u8bfb<span class=\"screen-reader-text\">3D Gaussian Splatting for Real-Time Radiance Field Rendering<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[37,4,31],"tags":[],"_links":{"self":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/15282"}],"collection":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/comments?post=15282"}],"version-history":[{"count":9,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/15282\/revisions"}],"predecessor-version":[{"id":15294,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/15282\/revisions\/15294"}],"wp:attachment":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/media?parent=15282"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/categories?post=15282"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/tags?post=15282"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}