{"id":9467,"date":"2026-06-21T06:05:30","date_gmt":"2026-06-20T22:05:30","guid":{"rendered":"https:\/\/infernews.com\/blog\/3d-ai\/"},"modified":"2026-06-21T06:05:56","modified_gmt":"2026-06-20T22:05:56","slug":"3d-ai","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/3d-ai\/","title":{"rendered":"LooseControlVideo \u7528 3D \u65b9\u6846\u6307\u63ee AI \u5f71\u7247\u52d5\u4f5c"},"content":{"rendered":"\n
\"Hero<\/figure>\n\n\n\n

LooseControlVideo\uff08LCV\uff09\u662f\u4e00\u500b\u91dd\u5c0d\u5f71\u7247\u751f\u6210\u8207\u7de8\u8f2f\u7684\u6846\u67b6\uff0c\u6838\u5fc3\u505a\u6cd5\u662f\u7528\u7a00\u758f\u3001\u5e36\u65b9\u5411\u7684 3D boxes \u4f86\u5b89\u6392\u7269\u4ef6\u79fb\u52d5\u3001\u65cb\u8f49\u3001\u906e\u64cb\u95dc\u4fc2\uff0c\u4ee5\u53ca\u93e1\u982d\u904b\u52d5\u3002\u5b83\u60f3\u89e3\u6c7a\u7684\uff0c\u662f\u591a\u7269\u4ef6\u5834\u666f\u4e2d\u300c\u4f4d\u7f6e\u5b89\u6392\u300d\u8207\u300c\u6642\u9593\u8b8a\u5316\u300d\u7d93\u5e38\u7e8f\u5728\u4e00\u8d77\uff0c\u4ee4\u6587\u5b57\u8f49\u5f71\u7247\u5f88\u96e3\u7cbe\u6e96\u63a7\u5236\u3002<\/p>\n\n\n\n

\u5e38\u898b\u63a7\u5236\u65b9\u6cd5\u591a\u6578\u4f9d\u8cf4 dense depth maps\u3001optical flow \u6216 3D point tracks\uff0c\u96d6\u7136\u7d30\u7dfb\uff0c\u4f46\u8981\u9010\u683c\u6e96\u5099\u689d\u4ef6\uff0c\u88fd\u4f5c\u6210\u672c\u9ad8\u3002LCV \u6539\u7528\u4eba\u624b\u8f03\u6613\u7e6a\u88fd\u7684 3D boxes\uff0c\u8b93\u4f7f\u7528\u8005\u5148\u5b9a\u51fa\u9ad8\u5c64\u6b21 blocking\uff0c\u518d\u4ea4\u7531\u751f\u6210\u6a21\u578b\u88dc\u8db3\u81ea\u7136\u7684\u52d5\u614b\u3001\u4e92\u52d5\u8207\u906e\u64cb\uff0c\u63a7\u5236\u611f\u548c\u81ea\u7531\u5ea6\u4e4b\u9593\u53d6\u5f97\u8f03\u597d\u5e73\u8861\u3002<\/p>\n\n\n\n

\u6280\u8853\u4e0a\uff0c\u9805\u76ee\u4ee5 Wan 2.2 backbone \u70ba\u57fa\u790e\u5fae\u8abf\uff0c\u4e26\u914d\u5408 DNOCS \u9019\u7a2e\u7de8\u78bc\u65b9\u5f0f\uff0c\u8868\u793a 3D \u5c3a\u5bf8\u3001\u65b9\u5411\u53ca\u6309\u6df1\u5ea6\u6392\u5e8f\u7684\u906e\u64cb\u8cc7\u8a0a\u3002\u9801\u9762\u4ea6\u63d0\u5230\u5b83\u652f\u63f4\u5c40\u90e8\u4fee\u8a02\uff0c\u4f8b\u5982\u53ea\u8abf\u6574\u8df3\u8e8d\u8ecc\u8de1\uff0c\u6216\u52a0\u5165\u65b0\u7684\u4e92\u52d5\uff0c\u800c\u4e0d\u5fc5\u5927\u5e45\u7834\u58de\u6574\u9ad4\u5834\u666f\u3002<\/p>\n\n\n\n

\u91cd\u9ede\u53ef\u5148\u770b\u9019\u5e7e\u9805\uff1a
\n– \u53ef\u63a7\u5236\u8ecc\u8de1\u3001\u65cb\u8f49\u3001\u906e\u64cb\u3001\u93e1\u982d\u904b\u52d5\u8207\u5c40\u90e8\u7de8\u8f2f
\n– \u8f38\u5165\u5f62\u5f0f\u662f\u7a00\u758f oriented 3D boxes\uff0c\u8f03\u6613\u624b\u52d5\u5efa\u7acb
\n– \u9069\u5408\u591a\u7269\u4ef6\u5834\u666f\u8207\u9700\u8981\u5c0e\u6f14\u5f0f\u5b89\u6392\u52d5\u4f5c\u7684\u5f71\u7247\u751f\u6210
\n– \u5728 nuScenes\u3001HO-3D\u3001BEHAVE \u4e0a\uff0c\u512a\u65bc 2D-box \u8207 flow-based baselines
\n– \u6307\u6a19\u4e0a\u7d04\u6709 1.2 \u81f3 3 \u500d Trajectory Error \u6539\u5584\u30012 \u500d Rigid Motion Consistency \u6539\u5584\uff0c\u4ee5\u53ca 1.5 \u81f3 2 \u500d Occlusion Accuracy \u63d0\u5347<\/p>\n\n\n\n

\u9019\u985e\u65b9\u6cd5\u7279\u5225\u9069\u5408\u60f3\u7cbe\u6e96\u5b89\u6392\u89d2\u8272\u8d70\u4f4d\u3001\u7269\u4ef6\u4e92\u52d5\uff0c\u6216\u9700\u8981\u88dc\u62cd\u5f0f\u4fee\u6539\u7247\u6bb5\u7684\u4eba\u3002\u73fe\u6709\u8cc7\u6599\u4e3b\u8981\u5c55\u793a\u9805\u76ee\u9801\u8207\u7d50\u679c\u793a\u4f8b\uff0c\u82e5\u8b80\u8005\u60f3\u63a5\u89f8\u9019\u500b\u9805\u76ee\uff0c\u8f03\u53ef\u884c\u7684\u505a\u6cd5\u662f\u5148\u89c0\u5bdf\u5b83\u5982\u4f55\u7528\u5c11\u91cf 3D boxes \u6539\u52d5\u55ae\u4e00\u52d5\u4f5c\uff0c\u518d\u6bd4\u8f03\u8207\u50b3\u7d71 layout-conditioned models \u5728\u906e\u64cb\u8207\u65cb\u8f49\u63a7\u5236\u4e0a\u7684\u5dee\u5225\u3002<\/p>\n\n\n\n

\u9805\u76ee\uff1a<\/strong> https:\/\/shariqfarooq123.github.io\/LooseControlVideo\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

LooseControlVideo\u7528\u7a00\u758f3D\u65b9\u6846\u63a7\u5236\u5f71\u7247\u751f\u6210\u3002\u6bd4\u8d77\u5bc6\u96c6\u6df1\u5ea6\u6216\u5149\u6d41\u689d\u4ef6\uff0c\u66f4\u6613\u756b\u4ea6\u66f4\u6613\u6539\u3002<\/p>\n","protected":false},"author":8,"featured_media":9466,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[31,132,120,76,149,141,197],"tags":[],"class_list":["post-9467","post","type-post","status-publish","format-standard","hentry","category-video","category-3d","category-120","category-76","category-149","category-141","category-framework"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/9467","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=9467"}],"version-history":[{"count":1,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/9467\/revisions"}],"predecessor-version":[{"id":9469,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/9467\/revisions\/9469"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/9466"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=9467"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=9467"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=9467"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}