{"id":12516,"date":"2023-02-04T10:39:30","date_gmt":"2023-02-04T02:39:30","guid":{"rendered":"http:\/\/139.9.1.231\/?p=12516"},"modified":"2023-02-07T17:55:43","modified_gmt":"2023-02-07T09:55:43","slug":"synsin","status":"publish","type":"post","link":"http:\/\/139.9.1.231\/index.php\/2023\/02\/04\/synsin\/","title":{"rendered":"SynSin:\u5355\u5f20\u56fe\u7247\u7aef\u5230\u7aef\u65b0\u89c6\u70b9\u91cd\u5efa"},"content":{"rendered":"\n<p class=\"has-text-align-center has-light-pink-background-color has-background\"><strong>\u6574\u4f53\u601d\u8def\uff1a\u56fe\u7247-\u7f51\u7edc-\u6df1\u5ea6\u56fe-&gt;\uff08\u76f4\u63a5\u8f6c\u6362\uff09\u70b9\u4e91-\u7f51\u7edc-\u65b0\u89c6\u70b9\uff08CVPR2020\uff09<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center\"><a rel=\"noreferrer noopener\" href=\"https:\/\/arxiv.org\/abs\/1912.08804\" target=\"_blank\">SynSin: End-to-end View Synthesis from a Single Image<\/a><\/p>\n\n\n\n<p class=\"has-text-align-center has-white-background-color has-background\">\u9879\u76ee\u4e3b\u9875: <a rel=\"noreferrer noopener\" href=\"https:\/\/www.robots.ox.ac.uk\/~ow\/synsin.html\" target=\"_blank\">https:\/\/www.robots.ox.ac.uk\/~ow\/synsin.html<\/a><\/p>\n\n\n\n<p>       \u6765\u81ea\u725b\u6d25\u5927\u5b66\u3001FAIR\u3001Facebook \u548c\u5bc6\u6b47\u6839\u5927\u5b66\u7684\u7814\u7a76\u8005\u63d0\u51fa\u4e86\u4e00\u79cd\u5355\u4e00\u56fe\u50cf\u89c6\u56fe\u5408\u6210\u65b9\u6cd5\uff0c\u5141\u8bb8\u4ece\u5355\u4e00\u8f93\u5165\u56fe\u50cf\u751f\u6210\u65b0\u7684\u573a\u666f\u89c6\u56fe\u3002\u5b83\u88ab\u8bad\u7ec3\u5728\u771f\u5b9e\u7684\u56fe\u50cf\u4e0a\uff0c\u6ca1\u6709\u4f7f\u7528\u4efb\u4f55\u771f\u5b9e\u7684 3D \u4fe1\u606f\uff1b\u5f15\u5165\u4e86\u4e00\u79cd\u65b0\u7684\u53ef\u5fae\u70b9\u4e91\u6e32\u67d3\u5668\uff0c\u7528\u4e8e\u5c06\u6f5c\u5728\u7684 3D \u70b9\u4e91\u7279\u5f81\u8f6c\u6362\u4e3a\u76ee\u6807\u89c6\u56fe\uff1b\u7ec6\u5316\u7f51\u7edc\u5bf9\u6295\u5f71\u7279\u5f81\u8fdb\u884c\u89e3\u7801\uff0c\u63d2\u5165\u7f3a\u5931\u533a\u57df\uff0c\u751f\u6210\u903c\u771f\u7684\u8f93\u51fa\u56fe\u50cf\uff1b\u751f\u6210\u6a21\u578b\u5185\u90e8\u7684 3D \u7ec4\u4ef6\u5141\u8bb8\u5728\u6d4b\u8bd5\u65f6\u5bf9\u6f5c\u5728\u7279\u5f81\u7a7a\u95f4\u8fdb\u884c\u53ef\u89e3\u91ca\u7684\u64cd\u4f5c\uff0c\u4f8b\u5982\uff0c\u53ef\u4ee5\u4ece\u5355\u4e2a\u56fe\u50cf\u52a8\u753b\u8f68\u8ff9\u3002\u4e0e\u4ee5\u524d\u7684\u5de5\u4f5c\u4e0d\u540c\uff0cSynSin \u53ef\u4ee5\u751f\u6210\u9ad8\u5206\u8fa8\u7387\u7684\u56fe\u50cf\uff0c\u5e76\u63a8\u5e7f\u5230\u5176\u4ed6\u8f93\u5165\u5206\u8fa8\u7387\uff0c\u5728 Matterport\u3001Replica \u548c RealEstate10K \u6570\u636e\u96c6\u4e0a\u8d85\u8d8a\u57fa\u7ebf\u548c\u524d\u671f\u5de5\u4f5c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"346\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/02\/image-1-1024x346.png\" alt=\"\" class=\"wp-image-12536\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/02\/image-1-1024x346.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/02\/image-1-300x101.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/02\/image-1-768x259.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/02\/image-1-1536x519.png 1536w, http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/02\/image-1.png 1780w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u6574\u4f53\u7f51\u7edc\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"335\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/02\/image-1024x335.png\" alt=\"\" class=\"wp-image-12531\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/02\/image-1024x335.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/02\/image-300x98.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/02\/image-768x251.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/02\/image-1536x502.png 1536w, http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/02\/image.png 1801w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>      <strong>\u9996\u5148\u5c06\u56fe\u7247\u8f93\u5165\u7279\u5f81\u548c\u6df1\u5ea6\u7f51\u7edc\u5f97\u5230\u7279\u5f81map\u548c\u6df1\u5ea6\u56fe\uff0c\u63a5\u7740\u901a\u8fc7\u76f8\u673a\u53c2\u6570\u53d8\u6362\u4e3a\u5e26\u7279\u5f81\u7684\u70b9\u4e91\uff0c\u63a5\u7740\u6839\u636e\u76f8\u5bf9\u53d8\u6362\u77e9\u9635T\uff0c\u5c06\u5e26\u7279\u5f81\u7684\u70b9\u4e91\u6e32\u67d3\u5230\u4e8c\u7ef4\u50cf\u7d20\u4f4d\u7f6e\u4e0a\uff0c\u63a5\u7740\u901a\u8fc7\u4e00\u4e2aGAN\u751f\u6210\u6700\u7ec8\u7684\u65b0\u89c6\u89d2\u56fe\u7247\u3002<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"253\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/02\/image-29-1024x253.png\" alt=\"\" class=\"wp-image-12750\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/02\/image-29-1024x253.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/02\/image-29-300x74.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/02\/image-29-768x190.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/02\/image-29-1536x380.png 1536w, http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/02\/image-29.png 1825w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>        \u8be5\u8bba\u6587\u7684\u6e32\u67d3\u65b9\u5f0f\u503c\u5f97\u5173\u6ce8\uff0c\u5176\u5e76\u4e0d\u662f\u7b80\u5355\u7684\u4f7f\u7528zbuffer\u548c\u56fa\u5b9a\u6295\u5f71\u50cf\u7d20\u4f4d\u7f6e\u6e32\u67d3\u7684\uff0c\u5728z\u6df1\u5ea6\u548c\u5e73\u9762\u5e7f\u5ea6\u4e0a\u90fd\u662f\u8f6f\u6620\u5c04\u7684\u3002\u5e73\u9762\u5e7f\u5ea6\u4e0a\u662f\u7ebf\u6027\u9012\u51cf\u7684\u8f90\u5c04\uff0c\u5728\u6df1\u5ea6\u4e0a\u53d6k\u8fd1\u90bb\u5e76\u6392\u5e8f\u540e\uff0c\u6309\u7167\u6b21\u5e8f\u9012\u51cf\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" width=\"910\" height=\"189\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/02\/image-30.png\" alt=\"\" class=\"wp-image-12751\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/02\/image-30.png 910w, http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/02\/image-30-300x62.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/02\/image-30-768x160.png 768w\" sizes=\"(max-width: 910px) 100vw, 910px\" \/><\/figure>\n\n\n\n<p class=\"has-light-pink-background-color has-background\"><strong>\u8fd9\u79cd\u8f6f\u6e32\u67d3\u7684\u65b9\u5f0f\u4f30\u8ba1\u4f1a\u727a\u7272\u8f83\u5927\u7684\u6e32\u67d3\u7cbe\u5ea6\uff0c\u4f46\u662f\u5bf9\u4e8e\u4f18\u5316\u95ee\u9898\u6765\u8bf4\u975e\u5e38\u5408\u9002\u4e0d\u8fc7\u3002<\/strong><\/p>\n\n\n\n<p>\u603b\u7ed3\uff1a\u6784\u5efa\u4e86\u4e00\u4e2a\u5148\u8fdb\u7684\u7aef\u5230\u7aef\u6a21\u578bSynSin\uff0c\u5b83\u53ef\u4ee5\u83b7\u53d6\u5355\u4e2aRGB\u56fe\u50cf\uff0c\u7136\u540e\u4ece\u4e0d\u540c\u7684\u89d2\u5ea6\u751f\u6210\u540c\u4e00\u573a\u666f\u7684\u65b0\u56fe\u50cf\uff0c\u65e0\u9700\u4efb\u4f553D\u76d1\u7763\u3002\u6211\u4eec\u7cfb\u7edf\u4e3b\u8981\u662f\u9884\u6d4b\u4e00\u4e2a3D\u70b9\u4e91\uff0c\u540e\u8005\u901a\u8fc7PyTorch3D\u4f7f\u7528\u6211\u4eec\u7684\u53ef\u5fae\u6e32\u67d3\u5668\u6295\u5c04\u5230\u65b0\u7684\u89c6\u56fe\u4e0a\uff0c\u5e76\u4e14\u5c06\u6e32\u67d3\u7684\u70b9\u4e91\u4f20\u9012\u5230\u751f\u6210\u5bf9\u6297\u7f51\u7edc\uff08GAN\uff09\u6765\u5408\u6210\u8f93\u51fa\u56fe\u50cf\u3002\u5f53\u524d\u7684\u65b9\u6cd5\u901a\u5e38\u662f\u4f7f\u7528\u5bc6\u96c6\u4f53\u7d20\u7f51\u683c\uff0c\u5b83\u4eec\u5728\u5355\u4e2a\u5bf9\u8c61\u7684\u5408\u6210\u573a\u666f\u4e2d\u663e\u793a\u51fa\u4f18\u79c0\u7684\u5e94\u7528\u524d\u666f\uff0c\u4f46\u65e0\u6cd5\u6269\u5c55\u5230\u590d\u6742\u7684\u771f\u5b9e\u573a\u666f\u3002<strong>\u5229\u7528\u70b9\u4e91\u7684\u7075\u6d3b\u6027\uff0cSynSin\u4e0d\u4ec5\u80fd\u591f\u5b9e\u73b0\u8fd9\u4e00\u70b9\uff0c\u800c\u4e14\u6bd4\u4f53\u7d20\u7f51\u683c\u7b49\u66ff\u4ee3\u65b9\u6cd5\u66f4\u6709\u6548\u5730\u63a8\u5e7f\u5230\u5404\u79cd\u5206\u8fa8\u7387\u3002SynSin\u7684\u9ad8\u6548\u7387\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u63a2\u7d22\u5e7f\u6cdb\u7684\u5e94\u7528\uff0c\u5982\u751f\u6210\u66f4\u597d\u76843D\u7167\u7247\u548c360\u5ea6\u89c6\u9891\u3002<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6574\u4f53\u601d\u8def\uff1a\u56fe\u7247-\u7f51\u7edc-\u6df1\u5ea6\u56fe-&gt;\uff08\u76f4\u63a5\u8f6c\u6362\uff09\u70b9\u4e91-\u7f51\u7edc-\u65b0\u89c6\u70b9\uff08CVPR2020\uff09 SynSin: En &hellip; <a href=\"http:\/\/139.9.1.231\/index.php\/2023\/02\/04\/synsin\/\" class=\"more-link\">\u7ee7\u7eed\u9605\u8bfb<span class=\"screen-reader-text\">SynSin:\u5355\u5f20\u56fe\u7247\u7aef\u5230\u7aef\u65b0\u89c6\u70b9\u91cd\u5efa<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[4,35,36,31],"tags":[],"_links":{"self":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/12516"}],"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=12516"}],"version-history":[{"count":40,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/12516\/revisions"}],"predecessor-version":[{"id":13184,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/12516\/revisions\/13184"}],"wp:attachment":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/media?parent=12516"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/categories?post=12516"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/tags?post=12516"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}