{"id":8945,"date":"2026-06-09T01:35:15","date_gmt":"2026-06-08T17:35:15","guid":{"rendered":"https:\/\/infernews.com\/blog\/3d-direct\/"},"modified":"2026-06-09T01:37:27","modified_gmt":"2026-06-08T17:37:27","slug":"3d-direct","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/3d-direct\/","title":{"rendered":"DIRECT\uff1a\u53ef\u8abf 3D \u89d2\u5ea6\u7684\u7269\u4ef6\u63d2\u4ee4\u5408\u6210\u66f4\u81ea\u7136"},"content":{"rendered":"\n
\"DIRECT<\/figure>\n\n\n\n

DIRECT\uff08Decomposed Injection for Reference Composition and Target-integration\uff09\u662f\u4e00\u500b\u7528\u4f86\u628a\u53c3\u8003\u7269\u4ef6\u653e\u5165\u80cc\u666f\u5716\u7247\u7684\u751f\u6210\u9805\u76ee\uff0c\u91cd\u9ede\u4e0d\u662f\u55ae\u7d14\u88dc\u5716\uff0c\u800c\u662f\u52a0\u5165\u660e\u78ba\u7684 3D \u63a7\u5236\u3002\u7db2\u9801\u5167\u5bb9\u6307\u51fa\uff0c\u73fe\u6709 diffusion-based \u65b9\u6cd5\u591a\u6578\u628a\u9019\u985e\u5de5\u4f5c\u7576\u6210 2D inpainting\uff0c\u756b\u9762\u96d6\u7136\u597d\u770b\uff0c\u4f46\u7269\u4ef6\u89d2\u5ea6\u8207\u7a7a\u9593\u4f4d\u7f6e\u8f03\u96e3\u7cbe\u6e96\u63a7\u5236\u3002<\/p>\n\n\n\n

DIRECT \u5148\u628a\u53c3\u8003\u7269\u4ef6\u63d0\u5347\u6210\u53ef\u4e92\u52d5\u7684 3D proxy\uff0c\u8b93\u4f7f\u7528\u8005\u5728\u76ee\u6a19\u5834\u666f\u5167\u76f4\u63a5\u8abf\u6574\u59ff\u614b\uff0c\u518d\u628a\u8abf\u6574\u5f8c\u7684\u7d50\u679c\u6e32\u67d3\u6210 geometry guidance\u3002\u4e4b\u5f8c\uff0c\u751f\u6210\u5668\u6703\u540c\u6642\u63a5\u6536\u53c3\u8003\u7269\u4ef6\u7684 appearance guidance\u30013D proxy \u63d0\u4f9b\u7684 geometry guidance\uff0c\u4ee5\u53ca\u80cc\u666f\u5716\u7247\u7684 context guidance\uff0c\u5408\u6210\u6700\u7d42\u63d2\u5165\u6548\u679c\u3002<\/p>\n\n\n\n

\u5b83\u7684\u6838\u5fc3\u5275\u65b0\u5728\u65bc decomposed injection\uff0c\u628a\u4e0d\u540c\u689d\u4ef6\u5206\u958b\u7d93\u7531\u7368\u7acb\u8def\u5f91\u6ce8\u5165\uff0c\u800c\u4e0d\u662f\u6df7\u5728\u4e00\u8d77\u8655\u7406\u3002\u9019\u6a23\u53ef\u6e1b\u5c11 feature entanglement\uff0c\u8f03\u6709\u6a5f\u6703\u540c\u6642\u4fdd\u7559\u539f\u7269\u4ef6\u5916\u89c0\u3001\u8ddf\u96a8\u6307\u5b9a\u59ff\u614b\uff0c\u4e26\u4ee4\u7269\u4ef6\u66f4\u81ea\u7136\u878d\u5165\u76ee\u6a19\u5834\u666f\u3002<\/p>\n\n\n

<\/div>\n\n\n

\u91cd\u9ede\u53ef\u5148\u7559\u610f\u4ee5\u4e0b\u5e7e\u9ede\uff1a
\n– \u652f\u63f4 pose-controllable object insertion\uff0c\u53ef\u76f4\u63a5\u8abf\u6574\u7269\u4ef6\u59ff\u614b
\n– \u4ee5 reconstructed 3D proxy \u63d0\u4f9b\u660e\u78ba\u5e7e\u4f55\u5f15\u5c0e
\n– \u628a appearance\u3001geometry\u3001context \u4e09\u7a2e\u8a0a\u606f\u5206\u958b\u8655\u7406
\n– \u9644\u6709 automated data construction pipeline\uff0c\u4ee5\u63d0\u5347\u8a13\u7df4\u8cc7\u6599\u591a\u6a23\u6027\u8207\u8cea\u7d20
\n– \u9801\u9762\u8868\u793a\u5728 geometric controllability \u8207 visual quality \u4e0a\u512a\u65bc\u4ee5\u5f80\u65b9\u6cd5<\/p>\n\n\n\n

\u9019\u985e\u9805\u76ee\u7279\u5225\u9069\u5408\u5f71\u50cf\u5408\u6210\u3001\u8996\u89ba\u751f\u6210\u3001\u5546\u54c1\u5c55\u793a\u8207\u5167\u5bb9\u88fd\u4f5c\u7b49\u5834\u666f\uff0c\u7576\u4f60\u9700\u8981\u6307\u5b9a\u7269\u4ef6\u671d\u5411\u3001\u4f4d\u7f6e\u611f\u8207\u5834\u666f\u4e00\u81f4\u6027\u6642\u6703\u8f03\u6709\u7528\u3002\u82e5\u4f60\u60f3\u8ddf\u9032\u7814\u7a76\u8207\u91cd\u73fe\u7d50\u679c\uff0c\u9801\u9762\u5df2\u63d0\u4f9b Paper\u3001Code\uff0cModel \u8207 Dataset \u5247\u6a19\u793a\u70ba soon\u3002<\/p>\n\n\n\n

GitHub\uff1a<\/strong> https:\/\/github.com\/Gong1130\/DIRECT<\/a><\/p>\n\n\n\n

\u9805\u76ee\uff1a<\/strong> https:\/\/gong1130.github.io\/DIRECT\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

DIRECT \u4ee5 3D \u4ee3\u7406\u914d\u5408\u5206\u89e3\u5f0f\u689d\u4ef6\u6ce8\u5165\uff0c\u8b93\u7269\u4ef6\u63d2\u5165\u65e2\u53ef\u63a7\u53c8\u81ea\u7136\u3002\u5b83\u540c\u6642\u517c\u9867\u59ff\u614b\u8abf\u6574\u3001\u5916\u89c0\u4fdd\u7559\u8207\u5834\u666f\u878d\u5408\u3002<\/p>\n","protected":false},"author":8,"featured_media":8944,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[132,120,197],"tags":[],"class_list":["post-8945","post","type-post","status-publish","format-standard","hentry","category-3d","category-120","category-framework"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8945","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=8945"}],"version-history":[{"count":1,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8945\/revisions"}],"predecessor-version":[{"id":8947,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8945\/revisions\/8947"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/8944"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=8945"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=8945"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=8945"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}