{"id":1906,"date":"2024-12-15T16:09:26","date_gmt":"2024-12-15T08:09:26","guid":{"rendered":"https:\/\/www.15zhi.net\/blog\/?p=1906"},"modified":"2024-12-15T16:09:26","modified_gmt":"2024-12-15T08:09:26","slug":"202412%e8%ae%ba%e6%96%87%e7%a0%94%e8%af%bb-sine-semantic-driven-image-based-nerf-editing-with-prior-guided-editing-field","status":"publish","type":"post","link":"https:\/\/www.15zhi.net\/blog\/202412%e8%ae%ba%e6%96%87%e7%a0%94%e8%af%bb-sine-semantic-driven-image-based-nerf-editing-with-prior-guided-editing-field\/","title":{"rendered":"202412\u8bba\u6587\u7814\u8bfb-SINE: Semantic-driven Image-based NeRF Editing with Prior-guided Editing Field"},"content":{"rendered":"\n

\u8bba\u6587\u6765\u6e90\uff1aCVPR2023<\/p>\n\n\n\n

\u4f5c\u8005\u5355\u4f4d\uff1a\u6d59\u6c5f\u5927\u5b66<\/p>\n\n\n\n

\u4f5c\u8005\uff1a\u5305\u5d07<\/a>\uff0c \u5f20\u8335\u8fbe<\/a><\/p>\n\n\n\n

\u4e00\u3001\u8bba\u6587\u4e3b\u8981\u5de5\u4f5c<\/p>\n\n\n\n

\u4f5c\u8005\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u9896\u7684\u8bed\u4e49\u9a71\u52a8\u7684 NeRF \u7f16\u8f91\u65b9\u6cd5\uff0c\u8be5\u65b9\u6cd5\u4f7f\u7528\u6237\u80fd\u591f\u4f7f\u7528\u5355\u4e2a\u56fe\u50cf\u7f16\u8f91\u795e\u7ecf\u8f90\u5c04\u573a\uff0c\u5e76\u5fe0\u5b9e\u5730\u63d0\u4f9b\u5177\u6709\u9ad8\u4fdd\u771f\u5ea6\u548c\u591a\u89c6\u56fe\u4e00\u81f4\u6027\u7684\u7f16\u8f91\u540e\u7684\u65b0\u9896\u89c6\u56fe\u3002\u4e3a\u4e86\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\uff0c\u4f5c\u8005\u63d0\u51fa\u4e86\u4e00\u4e2a\u5148\u9a8c\u5f15\u5bfc\u7684\u7f16\u8f91\u9886\u57df\u6765\u7f16\u78013D\u7a7a\u95f4\u4e2d\u7684\u7ec6\u7c92\u5ea6\u51e0\u4f55\u548c\u7eb9\u7406\u7f16\u8f91\uff0c\u5e76\u5f00\u53d1\u4e86\u4e00\u7cfb\u5217\u6280\u672f\u6765\u8f85\u52a9\u7f16\u8f91\u8fc7\u7a0b\uff0c\u5305\u62ec\u5e26\u6709\u4ee3\u7406\u7f51\u683c\u7684\u5faa\u73af\u7ea6\u675f\u4ee5\u4fc3\u8fdb\u51e0\u4f55\u76d1\u7763\uff0c\u7528\u4e8e\u7a33\u5b9a\u8bed\u4e49\u9a71\u52a8\u7684\u7eb9\u7406\u7f16\u8f91\u7684\u989c\u8272\u5408\u6210\u673a\u5236\uff0c\u4ee5\u53ca\u7528\u4e8e\u4fdd\u6301\u4e0d\u76f8\u5173\u5185\u5bb9\u4e0d\u53d8\u7684\u57fa\u4e8e\u7279\u5f81\u7c07\u7684\u6b63\u5219\u5316\u3002\u5bf9\u73b0\u5b9e\u4e16\u754c\u548c\u5408\u6210\u6570\u636e\u7684\u5927\u91cf\u5b9e\u9a8c\u548c\u7f16\u8f91\u793a\u4f8b\u8868\u660e\uff0c\u4f5c\u8005\u7684\u65b9\u6cd5\u4ec5\u4f7f\u7528\u5355\u4e2a\u7f16\u8f91\u56fe\u50cf\u5373\u53ef\u5b9e\u73b0\u7167\u7247\u7ea7\u771f\u5b9e\u611f 3D \u7f16\u8f91\uff0c\u4ece\u800c\u7a81\u7834\u4e86 3D \u73b0\u5b9e\u4e16\u754c\u573a\u666f\u4e2d\u8bed\u4e49\u9a71\u52a8\u7f16\u8f91\u7684\u754c\u9650\u3002<\/p>\n\n\n\n

\u4e8c\u3001\u8bba\u6587\u8d21\u732e<\/p>\n\n\n\n

1.\u4f5c\u8005\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u9896\u7684\u8bed\u4e49\u9a71\u52a8\u7684\u57fa\u4e8e\u56fe\u50cf\u7684\u7f16\u8f91\u65b9\u6cd5\uff0c\u7528\u4e8e\u73b0\u5b9e\u573a\u666f\u4e2d\u7684\u795e\u7ecf\u8f90\u5c04\u573a\u3002<\/p>\n\n\n\n


2.\u4e0e\u4e4b\u524d\u76f4\u63a5\u5fae\u8c03\u73b0\u6709\u7684NeRF\u6a21\u578b\u4e0d\u540c\uff0cSINE\u5b66\u4e60\u4e86\u4e00\u4e2a\u5148\u9a8c\u5f15\u5bfc\u7684\u7f16\u8f91\u5b57\u6bb5\u6765\u7f16\u7801\u539f\u59cb3D\u573a\u666f\u4e0a\u7684\u51e0\u4f55\u548c\u7eb9\u7406\u53d8\u5316\uff0c\u4ece\u800c\u80fd\u591f\u8fdb\u884c\u7cbe\u7ec6\u8c03\u6574\u9897\u7c92\u5316\u7684\u7f16\u8f91\u80fd\u529b\u3002<\/p>\n\n\n\n


3.\u63d0\u51fa\u4e86\u4e00\u79cd\u989c\u8272\u5408\u6210\u673a\u5236\uff0c\u9996\u5148\u5355\u72ec\u6e32\u67d3\u6a21\u677fNeRF\u989c\u8272\u548c\u4fee\u6539\u989c\u8272\uff0c\u7136\u540e\u5ef6\u8fdf\u6df7\u5408\u5b83\u4eec\u4ee5\u4ea7\u751f\u7f16\u8f91\u89c6\u56fe\uff0c\u8fd9\u6837\u663e\u8457\u6539\u8fdb\u4e86\u8bed\u4e49\u9a71\u52a8\u7684\u7eb9\u7406\u7f16\u8f91\u3002<\/p>\n\n\n\n

\u4e09\u3001\u65b9\u6cd5<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

1.SINE\u6e32\u67d3\u7ba1\u9053<\/strong><\/p>\n\n\n\n

\u4f7f\u7528\u4e13\u7528\u7f16\u8f91\u5b57\u6bb5\u5bf9\u9884\u8bad\u7ec3\u6a21\u677f NeRF \u4e0a\u7684\u51e0\u4f55\u548c\u7eb9\u7406\u53d8\u5316\u8fdb\u884c\u7f16\u7801,\u501f\u6b64\u53ef\u4ee5\u4ece\u6a21\u677fNeRF\u7684\u50cf\u7d20\u989c\u8272\u83b7\u5f97\u53d8\u5f62\u6a21\u677f\u56fe\u50cf\uff0c\u4ece\u4fee\u6539\u989c\u8272\u83b7\u5f97\u989c\u8272\u4fee\u6539\u56fe\u50cf\u3002\u6700\u540e\u5e94\u7528\u989c\u8272\u5408\u6210\u5c42\u5c06\u4e0a\u8ff0\u4e24\u4e2a\u56fe\u50cf\u6df7\u5408\u5230\u7f16\u8f91\u540e\u7684\u89c6\u56fe\u4e2d\u3002<\/p>\n\n\n\n

2.\u51e0\u4f55\u5148\u9a8c\u6307\u5bfc\u8bed\u4e49\u9a71\u52a8\u7f16\u8f91<\/strong><\/p>\n\n\n\n

\uff081\uff09\u5bf9\u7f16\u8f91\u7684NeRF\u8fdb\u884c\u5f62\u72b6\u5148\u9a8c\u7ea6\u675f\u3002\u4f5c\u8005\u5229\u7528\u51e0\u4f55\u5148\u9a8c\u6a21\u578b\uff0c\u5982\u795e\u7ecf\u9690\u5f0f\u5f62\u72b6\u8868\u793a\u6216\u6df1\u5ea6\u9884\u6d4b\uff0c\u6765\u51cf\u8f7b\u57fa\u4e8e\u5355\u4e00\u89c6\u89d2\u7f16\u8f91\u7684\u51e0\u4f55\u7f16\u8f91\u7684\u6a21\u7cca\u6027\u3002<\/p>\n\n\n\n

\uff082\uff09\u5c06\u7f16\u8f91\u540e\u7684NeRF\u51e0\u4f55\u4f53\u8868\u793a\u4e3a\u53d8\u5f62\u7684\u4ee3\u7406\u7f51\u7edc\u3002\u6587\u7ae0\u9996\u5148\u7528\u4ee3\u7406\u7f51\u683c\u62df\u5408\u6a21\u677fNeRF\u51e0\u4f55\u4f53\uff0c\u7136\u540e\u5b66\u4e60\u6b63\u5411\u4fee\u6539\u5b57\u6bb5\uff0c\u5c06\u6a21\u677f\u4ee3\u7406\u7f51\u683c\u626d\u66f2\u5230\u7f16\u8f91\u540e\u7684\u7a7a\u95f4\u3002<\/p>\n\n\n\n

\uff083\uff09\u901a\u8fc7\u7528\u6237\u7684\u4e8c\u7ef4\u7f16\u8f91\u5b66\u4e60\u51e0\u4f55\u7f16\u8f91\u3002\u51e0\u4f55\u7f16\u8f91\u7684\u76ee\u6807\u662f\u5728\u6ee1\u8db3\u8bed\u4e49\u5c5e\u6027\u7684\u540c\u65f6\uff0c\u6839\u636e\u7f16\u8f91\u540e\u7684\u76ee\u6807\u56fe\u50cf\u5bf9\u7ed9\u5b9a\u7684NeRF\u8fdb\u884c\u53d8\u5f62\u3002<\/p>\n\n\n\n

3.\u7eb9\u7406\u5148\u9a8c\u6307\u5bfc\u8bed\u4e49\u9a71\u52a8\u7f16\u8f91<\/strong><\/p>\n\n\n\n

\u4e3a\u4f7f\u7f16\u8f91\u6548\u679c\u81ea\u7136\u5730\u4f20\u64ad\u5230\u5177\u6709\u8bed\u4e49\u610f\u4e49\u7684\u591a\u89c6\u56fe\u4e2d\uff0c\u4f7f\u7528\u9884\u8bad\u7ec3\u7684VIT\u6a21\u578b\u4f5c\u4e3a\u8bed\u4e49\u7eb9\u7406\u5148\u9a8c\uff0c\u5e76\u4ee5\u591a\u89c6\u56fe\u65b9\u5f0f\u5e94\u7528\u7eb9\u7406\u8f6c\u79fb\u635f\u5931\u3002<\/p>\n\n\n\n

4.\u7f16\u8f91\u57fa\u4e8e\u8bed\u4e49\u63a9\u853d\u7684\u6b63\u5219\u5316\u7279\u5f81\u805a\u7c7b\u3002<\/strong><\/p>\n\n\n\n

\u4e3a\u4e86\u5728\u4fdd\u6301\u5176\u4ed6\u5185\u5bb9\u4e0d\u53d8\u7684\u540c\u65f6\u7cbe\u786e\u7f16\u8f91\u6240\u9700\u533a\u57df\uff0c\u4f5c\u8005\u4f7f\u7528DINO VIT\u5b66\u4e60\u4e86\u4e00\u4e2a\u63d0\u53d6\u7684\u7279\u5f81\u573a\uff0c\u4ee5\u91cd\u5efa\u5177\u6709\u8bed\u4e49\u7279\u5f81\u7684\u573a\u666f\/\u5bf9\u8c61\u3002<\/p>\n\n\n\n

\u56db\u3001\u5b9e\u9a8c<\/p>\n\n\n\n

1.\u8bed\u4e49\u9a71\u52a8\u548c\u624b\u52a8\u7f16\u8f91\u7684\u533a\u522b<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

2.\u8bed\u4e49\u9a71\u52a8\u7684\u51e0\u4f55\u7f16\u8f91\u6548\u679c\u56fe<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

3.\u8bed\u4e49\u9a71\u52a8\u7684\u7eb9\u7406\u7f16\u8f91\u6548\u679c\u56fe<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u4e94\u3001\u603b\u7ed3<\/p>\n\n\n\n

1.\u4f5c\u8005\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u7684\u8bed\u4e49\u9a71\u52a8\u7684NeRF\u7f16\u8f91\u65b9\u6cd5\uff0c\u8be5\u65b9\u6cd5\u652f\u6301\u7528\u5355\u7528\u6237\u7f16\u8f91\u7684\u56fe\u50cf\u7f16\u8f91\u7167\u7247\u7ea7\u903c\u771f\u7684\u6a21\u677fNeRF\uff0c\u5e76\u63d0\u4f9b\u9ad8\u4fdd\u771f\u5ea6\u548c\u591a\u89c6\u56fe\u4e00\u81f4\u6027\u7684\u7f16\u8f91\u65b0\u89c6\u56fe\u3002<\/p>\n\n\n\n

2.\u4f5c\u8005\u5f00\u53d1\u4e86\u4e00\u7cfb\u5217\u6280\u672f\u6765\u5e2e\u52a9\u7f16\u8f91\u8fc7\u7a0b\uff0c\u5305\u62ec\u4f7f\u7528\u4ee3\u7406\u7f51\u683c\u7684\u5faa\u73af\u7ea6\u675f\u6765\u4fc3\u8fdb\u51e0\u4f55\u76d1\u7763\uff0c\u4f7f\u7528\u989c\u8272\u5408\u6210\u673a\u5236\u6765\u7a33\u5b9a\u8bed\u4e49\u9a71\u52a8\u7684\u7eb9\u7406\u7f16\u8f91\uff0c\u4ee5\u53ca\u4f7f\u7528\u57fa\u4e8e\u7279\u5f81\u805a\u7c7b\u7684\u6b63\u5219\u5316\u6765\u4fdd\u6301\u65e0\u5173\u5185\u5bb9\u4e0d\u53d8\u3002<\/p>\n\n\n\n

3.\u4f5c\u8005\u5728\u771f\u5b9e\u4e16\u754c\u548c\u5408\u6210\u6570\u636e\u4e0a\u8fdb\u884c\u7684\u5927\u91cf\u5b9e\u9a8c\u548c\u7f16\u8f91\u793a\u4f8b\u8868\u660e\uff0c\u8be5\u65b9\u6cd5\u4ec5\u4f7f\u7528\u5355\u4e2a\u7f16\u8f91\u56fe\u50cf\u5373\u53ef\u5b9e\u73b0\u7167\u7247\u7ea7\u903c\u771f\u76843D\u7f16\u8f91\uff0c\u7a81\u7834\u4e863D\u771f\u5b9e\u4e16\u754c\u573a\u666f\u4e2d\u8bed\u4e49\u9a71\u52a8\u7f16\u8f91\u7684\u754c\u9650\u3002<\/p>\n\n\n\n

<\/p>\n","protected":false},"excerpt":{"rendered":"

\u8bba\u6587\u6765\u6e90\uff1aCVPR2023 \u4f5c\u8005\u5355\u4f4d\uff1a\u6d59\u6c5f\u5927\u5b66 \u4f5c\u8005\uff1a\u5305\u5d07\uff0c \u5f20\u8335\u8fbe \u4e00\u3001\u8bba\u6587\u4e3b\u8981\u5de5\u4f5c \u4f5c\u8005\u63d0\u51fa\u4e86\u4e00 […]<\/p>\n","protected":false},"author":4,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1906","post","type-post","status-publish","format-standard","hentry","category-events"],"_links":{"self":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/posts\/1906","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/comments?post=1906"}],"version-history":[{"count":6,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/posts\/1906\/revisions"}],"predecessor-version":[{"id":2008,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/posts\/1906\/revisions\/2008"}],"wp:attachment":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/media?parent=1906"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/categories?post=1906"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/tags?post=1906"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}