{"id":1725,"date":"2024-11-15T10:08:43","date_gmt":"2024-11-15T02:08:43","guid":{"rendered":"https:\/\/www.15zhi.net\/blog\/?p=1725"},"modified":"2024-11-15T10:08:43","modified_gmt":"2024-11-15T02:08:43","slug":"202411-%e8%ae%ba%e6%96%87%e7%a0%94%e8%af%bb-points-to-3d-bridging-the-gap-between-sparse-points-and-shape-controllable-text-to-3d-generation","status":"publish","type":"post","link":"https:\/\/www.15zhi.net\/blog\/202411-%e8%ae%ba%e6%96%87%e7%a0%94%e8%af%bb-points-to-3d-bridging-the-gap-between-sparse-points-and-shape-controllable-text-to-3d-generation\/","title":{"rendered":"202411 \u8bba\u6587\u7814\u8bfb-Points-to-3D: Bridging the Gap between Sparse Points and Shape-Controllable Text-to-3D Generation"},"content":{"rendered":"\n<p>\u4f5c\u8005\uff1aChaohui Yu, Qiang Zhou, Jingliang Li<br>\u5355\u4f4d\uff1a\u963f\u91cc\u5df4\u5df4\u8fbe\u6469\u9662<br>\u6765\u6e90\uff1aACM<br>\u53d1\u8868\u65e5\u671f\uff1a2023<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7814\u7a76\u80cc\u666f\u53ca\u610f\u4e49<\/h2>\n\n\n\n<p>\u5728\u6570\u5341\u4ebf\u56fe\u50cf\u6587\u672c\u5bf9\u8bad\u7ec3\u7684 2D \u6269\u6563\u6a21\u578b\u7684\u63a8\u52a8\u4e0b\uff0c\u6587\u672c\u5230 3D \u7684\u751f\u6210\u6700\u8fd1\u5f15\u8d77\u4e86\u6781\u5927\u7684\u5173\u6ce8\u3002<br>\u73b0\u6709\u65b9\u6cd5\u4e3b\u8981\u4f9d\u9760\u5206\u6570\u84b8\u998f\u6765\u5229\u7528 2D \u6269\u6563\u5148\u9a8c\u6765\u76d1\u7763 3D \u6a21\u578b\u7684\u751f\u6210\uff0c\u4f8b\u5982 NeRF\u3002\u7136\u800c\uff0c\u5206\u6570\u84b8\u998f\u5f88\u5bb9\u6613\u51fa\u73b0\u89c6\u56fe\u4e0d\u4e00\u81f4\u7684\u95ee\u9898\uff0c\u5e76\u4e14\u9690\u5f0f NeRF \u5efa\u6a21\u4e5f\u4f1a\u5bfc\u81f4\u4efb\u610f\u5f62\u72b6\uff0c\u4ece\u800c\u5bfc\u81f4 3D \u751f\u6210\u4e0d\u592a\u771f\u5b9e\u4e14\u65e0\u6cd5\u63a7\u5236\u3002<br>\u5728\u8fd9\u9879\u5de5\u4f5c\u4e2d\uff0c\u4ed6\u4eec\u63d0\u51fa\u4e86\u4e00\u4e2a\u7075\u6d3b\u7684 Points-to-3D \u6846\u67b6\uff0c\u4f7f\u7528 3D\u6269\u6563\u6a21\u578b\u751f\u6210\u7684\u7a00\u758f\u70b9\u4e91 Point-E\u4f5c\u4e3a\u51e0\u4f55\u5148\u9a8c\uff0c\u4ee5\u5355\u4e2a\u53c2\u8003\u56fe\u50cf\u4e3a\u6761\u4ef6\u3002\u66f4\u597d\u7684\u5229\u7528\u7a00\u758f 3D \u70b9\uff0c\u540c\u65f6\u4f18\u5316NeRF\u4f7f\u5916\u89c2\u5177\u6709\u4e00\u81f4\u6027\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7814\u7a76\u601d\u8def\u53ca\u65b9\u6cd5<\/h2>\n\n\n\n<p>\u2460\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u9896\u4e14\u7075\u6d3b\u7684\u6587\u672c\u5230 3D \u751f\u6210\u6846\u67b6\uff0c\u540d\u4e3aPoints-to-3D\uff0c\u4ece\u9884\u8bad\u7ec3\u7684 2D \u548c 3D \u6269\u6563\u4e2d\u63d0\u53d6\u77e5\u8bc6\u5f25\u5408\u4e86\u7a00\u758f 3D \u70b9\u4e0e\u66f4\u771f\u5b9e\u4e14\u5f62\u72b6\u53ef\u63a7\u7684 3D \u751f\u6210\u4e4b\u95f4\u7684\u5dee\u8ddd\u6a21\u578b\u3002<br>\u2461\u4e3a\u4e86\u5145\u5206\u5229\u7528\u7a00\u758f\u7684 3D \u70b9\uff0c\u4ed6\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u6709\u6548\u7684\u70b9\u4e91\u5f15\u5bfc\u635f\u5931\u6765\u4f18\u5316 NeRF \u7684\u51e0\u4f55\u5f62\u72b6\uff0c\u5e76\u4f7f\u7528\u4ee5\u6587\u672c\u548c\u5b66\u4e60\u6df1\u5ea6\u56fe\u4e3a\u6761\u4ef6\u7684 ControlNet \u901a\u8fc7\u5206\u6570\u84b8\u998f\u6765\u5b66\u4e60\u51e0\u4f55\u4e00\u81f4\u7684\u5916\u89c2\u3002<br>\u2462\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0cPoints-to-3D \u53ef\u4ee5\u663e\u7740\u7f13\u89e3\u89c6\u56fe\u4e4b\u95f4\u7684\u4e0d\u4e00\u81f4\uff0c\u5e76\u5728\u6587\u672c\u5230 3D \u751f\u6210\u4e2d\u5b9e\u73b0\u5bf9 3D\u5f62\u72b6\u7684\u826f\u597d\u53ef\u63a7\u6027\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"660\" height=\"315\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/11\/image-69.png\" alt=\"\" class=\"wp-image-1726\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/11\/image-69.png 660w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/11\/image-69-300x143.png 300w\" sizes=\"auto, (max-width: 660px) 100vw, 660px\" \/><\/figure>\n\n\n\n<p>Points-to-3D \u6846\u67b6<br>\u5176\u6709\u4e09\u90e8\u5206\u7ec4\u6210\u4e09\u90e8\u5206\u7ec4\u6210:<br>\u573a\u666f\u8868\u793a\u6a21\u578b\uff08MLP\uff09<br>\u6587\u672c\u5230\u56fe\u50cf\u76842D\u6269\u6563\u6a21\u578b\uff08ControlNet\uff09<br>\u70b9\u4e913D\u6269\u6563\u6a21\u578b\uff08Point-E\uff09<br>\u573a\u666f\u6a21\u578b\uff1a\u795e\u7ecf\u8f90\u5c04\u573a(NeRF)\u662f\u4e00\u79cd\u7528\u4e8e\u573a\u666f\u8868\u793a\u7684\u91cd\u8981\u6280\u672f\uff0c\u7531\u4f53\u79ef\u5149\u7ebf\u8ffd\u8e2a\u5668\u548c MLP \u7ec4\u6210\u3002<br><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Scene Model<\/h3>\n\n\n\n<p>\u5728\u8fd9\u9879\u5de5\u4f5c\u4e2d\uff0c\u4ed6\u4eec\u91c7\u7528Latent-NeRF\u7684\u9ad8\u6548\u8bbe\u8ba1\uff0c\u4ea7\u751f\u4e94\u4e2a\u8f93\u51fa\uff0c\u5305\u62ec\u4f53\u79ef\u5bc6\u5ea6 \u03c3\u548c\u56db\u4e2a\u4f2a\u5f69\u8272\u901a\u9053<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"288\" height=\"34\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/11\/image-70.png\" alt=\"\" class=\"wp-image-1727\"\/><\/figure>\n\n\n\n<p>\u5bf9\u5e94\u4e8e\u6f5c\u5728\u6269\u6563\u6a21\u578b\u7684\u56db\u4e2a\u8f93\u5165\u6f5c\u5728\u7279\u5f81\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"307\" height=\"39\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/11\/image-71.png\" alt=\"\" class=\"wp-image-1728\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/11\/image-71.png 307w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/11\/image-71-300x38.png 300w\" sizes=\"auto, (max-width: 307px) 100vw, 307px\" \/><\/figure>\n\n\n\n<p>\u5176\u4e2d x\u3001y\u3001z \u8868\u793a 3D \u5750\u6807\uff0cd \u662f\u89c6\u56fe\u65b9\u5411\u3002\u6211\u4eec\u9ed8\u8ba4\u4f7f\u7528Instant-NGP \u4f5c\u4e3a\u573a\u666f\u8868\u793a\u6a21\u578b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Text-to-Image 2D Diffusion Model<\/h3>\n\n\n\n<p>\u5728\u8fd9\u4e2a\u6a21\u578b\u4e2d\u4f7f\u7528\u4ee5\u6df1\u5ea6\u56fe\u4e3a\u6761\u4ef6\u7684\u9884\u8bad\u7ec3 ControlNet\u4f5c\u4e3a Points-to-3D \u4e2d\u7684 2D \u6269\u6563\u6a21\u578b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"609\" height=\"216\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/11\/image-72.png\" alt=\"\" class=\"wp-image-1729\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/11\/image-72.png 609w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/11\/image-72-300x106.png 300w\" sizes=\"auto, (max-width: 609px) 100vw, 609px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"151\" height=\"79\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/11\/image-73.png\" alt=\"\" class=\"wp-image-1730\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"516\" height=\"66\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/11\/image-74.png\" alt=\"\" class=\"wp-image-1731\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/11\/image-74.png 516w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/11\/image-74-300x38.png 300w\" sizes=\"auto, (max-width: 516px) 100vw, 516px\" \/><\/figure>\n\n\n\n<p>\u5176\u4e2d K \u662f\u6cbf\u4e00\u6761\u5c04\u7ebf\u7684\u91c7\u6837\u70b9\u603b\u6570\uff0ctk \u8868\u793ak\u70b9\u7684\u6df1\u5ea6\u5047\u8bbe\u3002\u9884\u6d4b\u6df1\u5ea6\u56fe M \u8d8a\u597d\u8d8a\u51c6\u786e\uff0cControlNet \u5408\u6210\u7684\u51e0\u4f55\u89c6\u56fe\u5c31\u8d8a\u4e00\u81f4\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Point Cloud 3D Diffusion Model<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">Sparse 3D Points Guidance<\/h4>\n\n\n\n<p>Points-to-3D\u7684\u6838\u5fc3\u601d\u60f3\u662f\u5f15\u5165\u53ef\u63a7\u7684\u7a00\u758f3D\u70b9\u6765\u6307\u5bfc\u6587\u672c\u52303D\u7684\u751f\u6210\u3002\u5728\u672c\u8282\u4e2d\uff0c\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u5229\u7528\u7a00\u758f 3D\u70b9\u3002\u4f7f\u7528\u7a00\u758f\u7684 3D \u70b9\u4e91\u6765\u6307\u5bfcNeRF \u7684\u51e0\u4f55\u5b66\u4e60\u662f\u5177\u6709\u6311\u6218\u6027\u7684\u3002<\/p>\n\n\n\n<p>\u8fd9\u9879\u5de5\u4f5c\u63d0\u51fa\u4e86\u7a00\u758f\u70b9\u4e91\u5f15\u5bfc\u635f\u5931\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u4ee4<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"34\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/11\/image-75.png\" alt=\"\" class=\"wp-image-1732\"\/><\/figure>\n\n\n\n<p>\u4e3aPoint-E\u5728\u53c2\u8003\u56fe\u50cf\u4e0a\u751f\u6210\u7684\u539f\u59cb\u7a00\u758f 3D \u70b9\u3002\u4f7f\u7a00\u758f\u70b9\u53d8\u5f97\u5bc6\u96c6\uff0c\u672c\u6587\u901a\u8fc7\u4e00\u4e2a\u7b80\u5355\u7684\u89c4\u5219\u8fed\u4ee3\u6267\u884c 3D \u70b9\u63d2\u503c\u6765\u5bf9 Ps \u8fdb\u884c\u4e0a\u91c7\u6837\uff0c\u5373\uff0c\u5bf9\u4e8e\u6bcf\u4e2a\u70b9 pi\uff0c\u5728\u6bcf\u4e2a\u6700\u8fd1\u7684 q\u4e2a\u90bb\u5c45\u70b9\u548c pi \u4e4b\u95f4\u7684\u4e2d\u95f4\u4f4d\u7f6e\u6dfb\u52a0\u4e00\u4e2a\u65b0\u7684 3D \u70b9\u3002\u8be5\u8fc7\u7a0b\u4e0b\u56fe\u6240\u793a\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"571\" height=\"146\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/11\/image-76.png\" alt=\"\" class=\"wp-image-1733\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/11\/image-76.png 571w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/11\/image-76-300x77.png 300w\" sizes=\"auto, (max-width: 571px) 100vw, 571px\" \/><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">Training Objectives<\/h4>\n\n\n\n<p>Points-to-3D\u7684\u8bad\u7ec3\u76ee\u6807\u7531\u4e09\u90e8\u5206\u7ec4\u6210:\u70b9\u4e91\u5f15\u5bfc\u635f\u5931Lpoint-cloud\uff0c\u5f97\u5206\u84b8\u998f\u91c7\u6837\u635f\u5931 LSDS \u548c\u7a00\u758f\u635f\u5931 Lsparse\u3002\u63d0\u51fa\u4e86\u7a00\u758f\u6027\u635f\u5931\uff0c\u5b83\u53ef\u4ee5\u901a\u8fc7\u6b63\u5219\u5316\u6e32\u67d3\u6743\u91cd\u6765\u6291\u5236\u6f02\u6d6e\u7269\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"482\" height=\"65\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/11\/image-77.png\" alt=\"\" class=\"wp-image-1734\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/11\/image-77.png 482w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/11\/image-77-300x40.png 300w\" sizes=\"auto, (max-width: 482px) 100vw, 482px\" \/><\/figure>\n\n\n\n<p>\u6211\u4eec\u5f15\u5165\u7531\u4e0b\u9762\u7b49\u5f0f\u8ba1\u7b97\u7684\u6df1\u5ea6\u56fe\u6761\u4ef6M\uff0c\u5e76\u66f4\u65b0\u4e0b\u4e00\u4e2a\u7b49\u5f0f\u4e2d\u7684\u5206\u6570\u84b8\u998f\u91c7\u6837\u635f\u5931\u5982\u4e0b\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"492\" height=\"59\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/11\/image-78.png\" alt=\"\" class=\"wp-image-1735\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/11\/image-78.png 492w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/11\/image-78-300x36.png 300w\" sizes=\"auto, (max-width: 492px) 100vw, 492px\" \/><\/figure>\n\n\n\n<p>\u603b\u4f53\u5b66\u4e60\u76ee\u6807\u8ba1\u7b97\u5982\u4e0b:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"462\" height=\"50\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/11\/image-79.png\" alt=\"\" class=\"wp-image-1736\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/11\/image-79.png 462w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/11\/image-79-300x32.png 300w\" sizes=\"auto, (max-width: 462px) 100vw, 462px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u7814\u7a76\u7ed3\u8bba\u4e0e\u521b\u65b0<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"949\" height=\"437\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/11\/image-80.png\" alt=\"\" class=\"wp-image-1737\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/11\/image-80.png 949w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/11\/image-80-300x138.png 300w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/11\/image-80-768x354.png 768w\" sizes=\"auto, (max-width: 949px) 100vw, 949px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u603b\u7ed3\u4e0e\u601d\u8003<\/h2>\n\n\n\n<p>\u6587\u672c\u52303D\u548c\u7ed9\u5b9a\u5df2\u77e5\u56fe\u50cf\u751f\u6210\u76f8\u4f3c\u76843D\u5185\u5bb9\u5728\u4eca\u540e\u90fd\u6709\u5f88\u5e7f\u6cdb\u7684\u4f7f\u7528\uff0c\u65e0\u8bba\u662f\u5728\u6e38\u620f\u3001\u589e\u5f3a\u73b0\u5b9e\u7b49\u591a\u4e2a\u65b9\u9762\u3002<br>Point-E\u76f8\u5173\u7684\u4e00\u4e9b\u70b9\u4e91\u65b9\u6cd5\u57283D\u7684\u751f\u6210\u4e2d\u80fd\u591f\u8d77\u5230\u5f88\u660e\u663e\u7684\u4f5c\u7528\u3002\u5b83\u80fd\u591f\u66f4\u597d\u7684\u751f\u62103D\u7269\u4f53\u7684\u5408\u7406\u5f62\u72b6\u3002<br>\u73b0\u9636\u6bb5\u8fdb\u884c\u65b9\u6cd5\u6539\u8fdb\u7684\u6b65\u9aa4\u6d41\u7a0b\u4e3a\uff1a<br>\u4ee5\u70b9\u4e91\u751f\u62103D\u7269\u4f53\u6216\u8005\u573a\u666f\u7684\u8f6e\u5ed3\uff0c\u518d\u4ee5\u6269\u6563\u6a21\u578b\u5bf9\u5176\u8fdb\u884c\u5916\u89c2\u6e32\u67d3\uff0c\u4ea7\u751f\u903c\u771f\u5408\u7406\u7684\u7ed3\u679c\u3002<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4f5c\u8005\uff1aChaohui Yu, Qiang Zhou, Jingliang Li\u5355\u4f4d\uff1a\u963f\u91cc\u5df4\u5df4\u8fbe\u6469\u9662\u6765\u6e90\uff1aACM 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