{"id":27628,"date":"2025-10-21T09:22:39","date_gmt":"2025-10-21T01:22:39","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=27628"},"modified":"2025-10-21T09:22:39","modified_gmt":"2025-10-21T01:22:39","slug":"siggraph-asia-2025-omnipart%e6%a1%86%e6%9e%b6%ef%bc%8c%e8%ae%a93d%e5%86%85%e5%ae%b9%e5%88%9b%e4%bd%9c%e5%83%8f%e6%8b%bc%e6%90%ad%e7%a7%af%e6%9c%a8%e4%b8%80%e6%a0%b7%e7%ae%80%e5%8d%95","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2025\/10\/21\/27628\/","title":{"rendered":"SIGGRAPH Asia 2025 | OmniPart\u6846\u67b6\uff0c\u8ba93D\u5185\u5bb9\u521b\u4f5c\u50cf\u62fc\u642d\u79ef\u6728\u4e00\u6837\u7b80\u5355"},"content":{"rendered":"<div class=\"article-desc\">\u9999\u6e2f\u5927\u5b66\u3001VAST\u3001\u54c8\u5c14\u6ee8\u5de5\u4e1a\u5927\u5b66\u53ca\u6d59\u6c5f\u5927\u5b66\u7684\u7814\u7a76\u8005\u4eec\u8054\u624b\uff0c\u63a8\u51fa\u4e86\u4e00\u4e2a\u540d\u4e3a OmniPart \u7684\u5168\u65b0\u6846\u67b6\uff0c\u5de7\u5999\u5730\u89e3\u51b3\u4e86\u8fd9\u4e00\u96be\u9898\u3002\u8be5\u7814\u7a76\u5df2\u88ab\u8ba1\u7b97\u673a\u56fe\u5f62\u5b66\u9876\u4f1a SIGGRAPH Asia 2025 \u63a5\u6536\u3002<\/div>\n<div id=\"postspictures\" class=\"article-content\">\n<div id=\"container\" class=\"container am-engine\" data-v-01a18e2f=\"\" data-element=\"root\">\n<p><span class=\"\">\u672c\u6587\u7684\u4e3b\u8981\u4f5c\u8005\u6765\u81ea\u9999\u6e2f\u5927\u5b66\u3001VAST\u3001\u54c8\u5c14\u6ee8\u5de5\u4e1a\u5927\u5b66\u53ca\u6d59\u6c5f\u5927\u5b66\u3002\u672c\u6587\u7684\u7b2c\u4e00\u4f5c\u8005\u4e3a\u9999\u6e2f\u5927\u5b66\u535a\u58eb\u751f\u6768\u8fd0\u6db5\u3002\u672c\u6587\u7684\u901a\u8baf\u4f5c\u8005\u4e3a\u9999\u6e2f\u5927\u5b66\u5218\u5e0c\u6167\u6559\u6388\u4e0eVAST \u516c\u53f8\u9996\u5e2d\u79d1\u5b66\u5bb6\u66f9\u708e\u57f9\u535a\u58eb\u3002<\/span><\/p>\n<p class=\"js_darkmode__text__3\"><span class=\"\">\u57283D\u5185\u5bb9\u521b\u4f5c\u9886\u57df\uff0c\u5982\u4f55\u50cf\u73a9\u4e50\u9ad8\u4e00\u6837\uff0c\u81ea\u7531\u751f\u6210\u3001\u7f16\u8f91\u548c\u7ec4\u5408\u5bf9\u8c61\u7684\u5404\u4e2a\u90e8\u4ef6\uff0c\u4e00\u76f4\u662f\u4e00\u4e2a\u6838\u5fc3\u6311\u6218\u3002\u9999\u6e2f\u5927\u5b66\u3001VAST\u3001\u54c8\u5c14\u6ee8\u5de5\u4e1a\u5927\u5b66\u53ca\u6d59\u6c5f\u5927\u5b66\u7684\u7814\u7a76\u8005\u4eec\u8054\u624b\uff0c\u63a8\u51fa\u4e86\u4e00\u4e2a\u540d\u4e3a OmniPart \u7684\u5168\u65b0\u6846\u67b6\uff0c\u5de7\u5999\u5730\u89e3\u51b3\u4e86\u8fd9\u4e00\u96be\u9898\u3002\u8be5\u7814\u7a76\u5df2\u88ab\u8ba1\u7b97\u673a\u56fe\u5f62\u5b66\u9876\u4f1a SIGGRAPH Asia 2025 \u63a5\u6536\u3002<\/span><\/p>\n<p class=\"js_darkmode__text__10\"><span class=\"\">\u5982\u4eca\uff0c\u4ece\u6e38\u620f\u3001VR\u5230\u6570\u5b57\u5b6a\u751f\uff0c\u9ad8\u8d28\u91cf\u76843D\u4e16\u754c\u6784\u5efa\u53d8\u5f97\u81f3\u5173\u91cd\u8981 \u3002\u5c3d\u7ba1\u73b0\u6709\u7684AI\u6a21\u578b\u80fd\u591f\u751f\u6210\u4ee4\u4eba\u60ca\u53f9\u76843D\u6574\u4f53\u5f62\u72b6\uff0c\u4f46\u5b83\u4eec\u5927\u591a\u662f\u201c\u4e00\u4f53\u5f0f\u201d\u7684\u6a21\u578b\uff0c\u7f3a\u4e4f\u5185\u5728\u7684\u90e8\u4ef6\u7ed3\u6784\u3002\u8fd9\u79cd\u7ed3\u6784\u4e0a\u7684\u4e0d\u900f\u660e\u6027\uff0c\u6781\u5927\u5730\u9650\u5236\u4e86\u6a21\u578b\u5728\u90e8\u4ef6\u7f16\u8f91\u3001\u52a8\u753b\u5236\u4f5c\u3001\u6750\u8d28\u5206\u914d\u7b49\u5173\u952e\u5e94\u7528\u4e2d\u7684\u4ef7\u503c \u3002<\/span><\/p>\n<p class=\"js_darkmode__text__13\"><span class=\"\">\u4e3a\u4e86\u7834\u89e3\u8fd9\u4e00\u96be\u9898\uff0c\u7814\u7a76\u8005\u4eec\u63d0\u51fa\u4e86\u00a0OmniPart\uff0c\u4e00\u4e2a\u521b\u65b0\u7684\u201c\u90e8\u4ef6\u7ea7\u522b\u201d3D\u751f\u6210\u6846\u67b6\u3002\u5b83\u7684\u6838\u5fc3\u601d\u60f3\u662f\u5c06\u590d\u6742\u7684\u751f\u6210\u4efb\u52a1\u89e3\u8026\u4e3a\u4e24\u4e2a\u534f\u540c\u5de5\u4f5c\u7684\u9636\u6bb5\uff1a\u201c\u5148\u89c4\u5212\uff0c\u540e\u751f\u6210\u201d\uff0c\u5728\u4fdd\u8bc1\u90e8\u4ef6\u4e4b\u95f4\u9ad8\u5ea6\u72ec\u7acb\uff08\u8bed\u4e49\u89e3\u8026\uff09\u7684\u540c\u65f6\uff0c\u4e5f\u786e\u4fdd\u5b83\u4eec\u80fd\u5b8c\u7f8e\u5730\u7ec4\u5408\u6210\u4e00\u4e2a\u6574\u4f53\u3002<\/span><\/p>\n<p><img data-dominant-color=\"f1f1f1\" data-has-transparency=\"false\" style=\"--dominant-color: #f1f1f1;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-27629\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/49fd2673119a78c7aa3533893522dac62719d1.png\" width=\"1080\" height=\"408\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/49fd2673119a78c7aa3533893522dac62719d1.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/49fd2673119a78c7aa3533893522dac62719d1-300x113.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/49fd2673119a78c7aa3533893522dac62719d1-1024x387.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/49fd2673119a78c7aa3533893522dac62719d1-150x57.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/49fd2673119a78c7aa3533893522dac62719d1-768x290.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<ul data-id=\"ua73dd4b-6O7hjDQM\">\n<li data-id=\"ld70c578-3JEHR6JR\"><span class=\"\">\u8bba\u6587\u9898\u76ee\uff1aOmniPart: Part-Aware 3D Generation with Semantic Decoupling and Structural Cohesion<\/span><\/li>\n<li data-id=\"ld70c578-5zyjF5id\"><span class=\"\">\u9879\u76ee\u4e3b\u9875\uff1ahttps:\/\/omnipart.github.io\/<\/span><\/li>\n<li data-id=\"ld70c578-WRgcti1D\"><span class=\"\">\u4ee3\u7801\u4e0b\u8f7d\uff1ahttps:\/\/github.com\/HKU-MMLab\/OmniPart<\/span><\/li>\n<li data-id=\"ld70c578-HpLY8igv\"><span class=\"\">Huggingface demo:\u00a0https:\/\/huggingface.co\/spaces\/omnipart\/OmniPart<\/span><\/li>\n<\/ul>\n<h2><span class=\"\">\u6548\u679c\u5c55\u793a<\/span><\/h2>\n<p><img data-dominant-color=\"c9b8b0\" data-has-transparency=\"false\" style=\"--dominant-color: #c9b8b0;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-27630\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/f9f947c81cf9507b452430bdf1ac1799fe3203.png\" width=\"953\" height=\"529\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/f9f947c81cf9507b452430bdf1ac1799fe3203.png 953w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/f9f947c81cf9507b452430bdf1ac1799fe3203-300x167.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/f9f947c81cf9507b452430bdf1ac1799fe3203-150x83.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/f9f947c81cf9507b452430bdf1ac1799fe3203-768x426.png 768w\" sizes=\"auto, (max-width: 953px) 100vw, 953px\" \/><\/p>\n<p class=\"js_darkmode__text__53\"><span class=\"\">OmniPart \u4ee5\u7b80\u5355\u76842D\u56fe\u50cf\uff08\u5982\u56fe\u4e2d\u753b\u6846\u6240\u793a\uff09\u548c\u63a9\u7801\u4e3a\u8f93\u5165\uff0c\u9996\u5148\u901a\u8fc7\u81ea\u56de\u5f52\u6a21\u578b\u89c4\u5212\u51fa\u4e09\u7ef4\u90e8\u4ef6\u7ed3\u6784\uff0c\u7136\u540e\u540c\u6b65\u751f\u6210\u6240\u6709\u9ad8\u8d28\u91cf\u3001\u5e26\u7eb9\u7406\u7684\u72ec\u7acb\u90e8\u4ef6\uff08\u5982\u900f\u660e\u5c55\u67dc\u4e2d\u6240\u793a\uff09\u3002\u8fd9\u4e9b\u90e8\u4ef6\u80fd\u591f\u65e0\u7f1d\u5730\u878d\u5408\u6210\u4e00\u4e2a\u7ed3\u6784\u534f\u8c03\u7684\u5b8c\u6574\u5bf9\u8c61\uff0c\u5e76\u63d0\u4f9b\u4e86\u663e\u5f0f\u7684\u90e8\u4ef6\u63a7\u5236\u80fd\u529b\uff0c\u4ece\u800c\u6781\u5927\u5730\u589e\u5f3a\u4e86\u540e\u7eed\u7684\u7f16\u8f91\u3001\u5b9a\u5236\u5316\u548c\u52a8\u753b\u5236\u4f5c\u6548\u679c\u3002<\/span><\/p>\n<h2><span class=\"\">\u65b9\u6cd5\u4ecb\u7ecd\uff1a\u4e24\u9636\u6bb5\u201c\u89c4\u5212-\u751f\u6210\u201d\u7b56\u7565<\/span><\/h2>\n<p class=\"js_darkmode__text__59\"><span class=\"\">OmniPart \u7684\u6d41\u7a0b\u4f18\u96c5\u800c\u9ad8\u6548\uff0c\u5b83\u5c06\u590d\u6742\u7684\u90e8\u4ef6\u751f\u6210\u4efb\u52a1\u5206\u89e3\u4e3a\u4e24\u4e2a\u6838\u5fc3\u6a21\u5757\uff1a\u53ef\u63a7\u7684\u7ed3\u6784\u89c4\u5212\uff08Controllable Structure Planning\uff09\u548c\u7a7a\u95f4\u611f\u77e5\u7684\u90e8\u4ef6\u751f\u6210\uff08Spatially-Conditioned Part Synthesis)\u3002<\/span><\/p>\n<p><img data-dominant-color=\"9ea8a2\" data-has-transparency=\"true\" style=\"--dominant-color: #9ea8a2;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-27631\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/b6db4d3823a91f40c049951029b2c40a69d763.png\" width=\"1080\" height=\"299\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/b6db4d3823a91f40c049951029b2c40a69d763.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/b6db4d3823a91f40c049951029b2c40a69d763-300x83.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/b6db4d3823a91f40c049951029b2c40a69d763-1024x283.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/b6db4d3823a91f40c049951029b2c40a69d763-150x42.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/b6db4d3823a91f40c049951029b2c40a69d763-768x213.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p class=\"js_darkmode__text__62\"><span class=\"\"><strong>\u7b2c\u4e00\u9636\u6bb5\uff1a\u57fa\u4e8e2D\u63a9\u7801\u7684\u7ed3\u6784\u89c4\u5212<\/strong><\/span><\/p>\n<p class=\"js_darkmode__text__65\"><span class=\"\">\u9996\u5148\uff0c\u6a21\u578b\u9700\u8981\u89c4\u5212\u51fa3D\u5bf9\u8c61\u7684\u90e8\u4ef6\u5e03\u5c40 \u3002OmniPart \u91c7\u7528\u4e86\u4e00\u4e2a\u81ea\u56de\u5f52Transformer\u6a21\u578b\uff0c\u5b83\u4f1a\u6839\u636e\u8f93\u5165\u76842D\u56fe\u50cf\uff0c\u9884\u6d4b\u51fa\u4e00\u7cfb\u52173D\u5305\u56f4\u76d2\uff08Bounding Boxes\uff09\uff0c\u6bcf\u4e00\u4e2a\u5305\u56f4\u76d2\u90fd\u4ee3\u8868\u4e00\u4e2a\u90e8\u4ef6\u7684\u7a7a\u95f4\u4f4d\u7f6e\u548c\u5927\u5c0f\u3002<\/span><\/p>\n<p class=\"js_darkmode__text__68\"><span class=\"\">\u8fd9\u91cc\u6700\u5de7\u5999\u7684\u521b\u65b0\u5728\u4e8e\uff0c\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u63d0\u4f9b\u7b80\u5355\u3001\u7075\u6d3b\u76842D\u90e8\u4ef6\u63a9\u7801\uff08Part Masks\uff09\u6765\u76f4\u89c2\u5730\u63a7\u5236\u90e8\u4ef6\u7684\u5206\u89e3\u7c92\u5ea6\u3002\u8fd9\u4e9b\u63a9\u7801\u65e0\u9700\u4e0e3D\u90e8\u4ef6\u4e00\u4e00\u5bf9\u5e94\uff0c\u4e5f\u65e0\u9700\u8bed\u4e49\u6807\u7b7e\uff0c\u5927\u5927\u964d\u4f4e\u4e86\u63a7\u5236\u7684\u96be\u5ea6\u3002\u4f8b\u5982\uff0c\u7528\u6237\u53ef\u4ee5\u51b3\u5b9a\u673a\u5668\u4eba\u7684\u624b\u81c2\u548c\u624b\u638c\u662f\u4e00\u4e2a\u90e8\u4ef6\u8fd8\u662f\u4e24\u4e2a\u72ec\u7acb\u7684\u90e8\u4ef6\u3002<\/span><\/p>\n<p class=\"js_darkmode__text__76\"><span class=\"\">\u4e3a\u4e86\u786e\u4fdd\u751f\u6210\u7684\u5305\u56f4\u76d2\u80fd\u5b8c\u6574\u5730\u8986\u76d6\u5bf9\u5e94\u90e8\u4ef6\uff0c\u56e2\u961f\u8fd8\u5f15\u5165\u4e86\u4e00\u79cd\u65b0\u9896\u7684\u201c\u90e8\u4ef6\u8986\u76d6\u635f\u5931\u201d\uff08Part Coverage Loss\uff09\uff0c\u9f13\u52b1\u6a21\u578b\u751f\u6210\u7a0d\u5927\u4e00\u4e9b\u7684\u5305\u56f4\u76d2\uff0c\u907f\u514d\u90e8\u4ef6\u4fe1\u606f\u5728\u540e\u7eed\u9636\u6bb5\u4e22\u5931\u3002<\/span><\/p>\n<p class=\"js_darkmode__text__79\"><span class=\"\"><strong>\u7b2c\u4e8c\u9636\u6bb5\uff1a\u7a7a\u95f4\u611f\u77e5\u7684\u90e8\u4ef6\u751f\u6210<\/strong><\/span><\/p>\n<p><img data-dominant-color=\"bdbbad\" data-has-transparency=\"true\" style=\"--dominant-color: #bdbbad;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-27632\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/a4d0501707ea279e1938619af198080f97cc65.png\" width=\"1080\" height=\"251\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/a4d0501707ea279e1938619af198080f97cc65.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/a4d0501707ea279e1938619af198080f97cc65-300x70.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/a4d0501707ea279e1938619af198080f97cc65-1024x238.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/a4d0501707ea279e1938619af198080f97cc65-150x35.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/a4d0501707ea279e1938619af198080f97cc65-768x178.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p class=\"js_darkmode__text__82\"><span class=\"\">\u6709\u4e86\u90e8\u4ef6\u7684\u201c\u7a7a\u95f4\u84dd\u56fe\u201d\uff08\u5305\u56f4\u76d2\uff09\u540e\uff0c\u7b2c\u4e8c\u9636\u6bb5\u7684\u4efb\u52a1\u5c31\u662f\u751f\u6210\u6240\u6709\u9ad8\u8d28\u91cf\u76843D\u90e8\u4ef6\uff0c\u5e76\u786e\u4fdd\u5b83\u4eec\u80fd\u65e0\u7f1d\u62fc\u63a5\u3002<\/span><\/p>\n<p class=\"js_darkmode__text__85\"><span class=\"\">\u8be5\u6a21\u5757\u57fa\u4e8e\u4e00\u4e2a\u5f3a\u5927\u7684\u9884\u8bad\u7ec33D\u6574\u4f53\u751f\u6210\u5668\uff08TRELLIS\uff09\u8fdb\u884c\u9ad8\u6548\u5fae\u8c03\u3002\u5b83\u5c06\u6240\u6709\u90e8\u4ef6\u7684\u6f5c\u5728\u7f16\u7801\uff08latent codes\uff09\u8fdb\u884c\u5e76\u884c\u8054\u5408\u4f18\u5316\uff0c\u800c\u4e0d\u662f\u5b64\u7acb\u5730\u751f\u6210\u6bcf\u4e2a\u90e8\u4ef6\u3002\u8fd9\u79cd\u5168\u5c40\u4e0e\u5c40\u90e8\u4fe1\u606f\u7ed3\u5408\u7684\u53bb\u566a\u8fc7\u7a0b\uff0c\u786e\u4fdd\u4e86\u6700\u7ec8\u90e8\u4ef6\u4e4b\u95f4\u7684\u9ad8\u5ea6\u4e00\u81f4\u6027\u3002<\/span><\/p>\n<p class=\"js_darkmode__text__93\"><span class=\"\">\u6b64\u5916\uff0c\u4e3a\u4e86\u89e3\u51b3\u90e8\u4ef6\u8fb9\u754c\u5904\u4f53\u7d20\u91cd\u53e0\u548c\u566a\u58f0\u95ee\u9898\uff0cOmniPart \u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u9896\u7684\u201c\u4f53\u7d20\u4e22\u5f03\u673a\u5236\u201d\u3002\u8be5\u673a\u5236\u80fd\u7cbe\u786e\u5224\u65ad\u6bcf\u4e2a\u4f53\u7d20\u662f\u5426\u771f\u6b63\u5c5e\u4e8e\u5176\u5206\u914d\u7684\u90e8\u4ef6\uff0c\u4ece\u800c\u751f\u6210\u6e05\u6670\u7684\u90e8\u4ef6\u63a5\u53e3\uff0c\u8ba9\u7ec4\u5408\u540e\u7684\u6574\u4f53\u66f4\u52a0\u5b8c\u7f8e\u3002<\/span><\/p>\n<h2><span class=\"\">\u5b9e\u9a8c\u6548\u679c\uff1a\u8d28\u91cf\u4e0e\u6548\u7387\u5168\u9762\u9886\u5148<\/span><\/h2>\n<ol class=\"list-paddingleft-1 js_darkmode__text__99\" start=\"1\" data-id=\"obad94a3-SEYOl4J2\">\n<li data-id=\"ld70c578-2MOfvnuA\"><span class=\"\"><strong>\u751f\u6210\u8d28\u91cf\u5bf9\u6bd4<\/strong><\/span><\/li>\n<\/ol>\n<p class=\"js_darkmode__text__104\"><span class=\"\">\u5982\u4e0b\u56fe\u6240\u793a\uff0c\u4e0e Part123\u3001PartGen \u7b49\u73b0\u6709\u65b9\u6cd5\u76f8\u6bd4\uff0cOmniPart \u751f\u6210\u76843D\u90e8\u4ef6\u5728\u51e0\u4f55\u7ec6\u8282\u3001\u8bed\u4e49\u51c6\u786e\u6027\u548c\u7ed3\u6784\u4e00\u81f4\u6027\u4e0a\u90fd\u8868\u73b0\u51fa\u660e\u663e\u4f18\u52bf\u3002\u5176\u4ed6\u65b9\u6cd5\u6216\u53ea\u80fd\u751f\u6210\u8868\u9762\u5206\u5272\uff0c\u6216\u51e0\u4f55\u8d28\u91cf\u8f83\u5dee\uff0c\u800c OmniPart \u5219\u80fd\u751f\u6210\u7ed3\u6784\u5b8c\u6574\u3001\u7ec6\u8282\u4e30\u5bcc\u4e14\u80fd\u5b8c\u7f8e\u7ec4\u5408\u7684\u72ec\u7acb\u90e8\u4ef6\u3002<\/span><\/p>\n<p><img data-dominant-color=\"e5e2e1\" data-has-transparency=\"false\" style=\"--dominant-color: #e5e2e1;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-27633\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/c134c58055239a7e0e9620f3c587d67698634c.png\" width=\"1080\" height=\"412\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/c134c58055239a7e0e9620f3c587d67698634c.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/c134c58055239a7e0e9620f3c587d67698634c-300x114.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/c134c58055239a7e0e9620f3c587d67698634c-1024x391.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/c134c58055239a7e0e9620f3c587d67698634c-150x57.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/c134c58055239a7e0e9620f3c587d67698634c-768x293.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<ol class=\"list-paddingleft-1 js_darkmode__text__107\" start=\"2\" data-id=\"obe135e0-TQL6KOLK\">\n<li data-id=\"ld70c578-DiVlxWJr\"><span class=\"\"><strong>\u751f\u6210\u6548\u7387<\/strong><\/span><\/li>\n<\/ol>\n<p class=\"js_darkmode__text__112\"><span class=\"\">\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0cOmniPart \u7684\u751f\u6210\u6548\u7387\u4e5f\u5b9e\u73b0\u4e86\u5927\u5e45\u63d0\u5347\u3002\u76f8\u8f83\u4e8e\u9700\u8981\u590d\u6742\u591a\u89c6\u56fe\u91cd\u5efa\u6d41\u7a0b\u7684 Part123\uff08\u7ea615\u5206\u949f\uff09\u548c PartGen\uff08\u7ea65\u5206\u949f\uff09\uff0cOmniPart \u7684\u7edf\u4e00\u6846\u67b6\u80fd\u591f\u5728\u4e0d\u52301\u5206\u949f\uff08\u7ea60.75\u5206\u949f\uff09\u7684\u65f6\u95f4\u5185\u5b8c\u6210\u4ece\u5355\u5f20\u56fe\u50cf\u5230\u6240\u67093D\u90e8\u4ef6\u7684\u7aef\u5230\u7aef\u751f\u6210 \u3002<\/span><\/p>\n<table class=\"data-table\" data-transient-attributes=\"class\" data-width=\"677px\">\n<colgroup data-id=\"c7104f7d-gO0EhOTl\">\n<col span=\"1\" width=\"169.25\" data-id=\"cd89ecb0-Ue9JcG5m\" \/>\n<col span=\"1\" width=\"169.25\" data-id=\"cd89ecb0-PfUnBKf0\" \/>\n<col span=\"1\" width=\"169.25\" data-id=\"cd89ecb0-aXJ5Hi86\" \/>\n<col span=\"1\" width=\"169.25\" data-id=\"cd89ecb0-Tm5ANf0I\" \/><\/colgroup>\n<tbody data-id=\"t6d5e859-Ka5e5hC1\">\n<tr data-id=\"t31e458f-ee5cPBiU\">\n<td data-id=\"t6267798-jgmXlR5H\" data-transient-attributes=\"table-cell-selection\">\n<p class=\"js_darkmode__text__124\"><span class=\"\">\u65b9\u6cd5<\/span><\/p>\n<\/td>\n<td data-id=\"t6267798-S1UFAORQ\" data-transient-attributes=\"table-cell-selection\">\n<p class=\"js_darkmode__text__128\"><span class=\"\">Part123<\/span><\/p>\n<\/td>\n<td data-id=\"t6267798-hUkT6U7I\" data-transient-attributes=\"table-cell-selection\">\n<p class=\"js_darkmode__text__132\"><span class=\"\">PartGen<\/span><\/p>\n<\/td>\n<td class=\"table-last-row\" data-id=\"t6267798-M1gfihIm\" data-transient-attributes=\"table-cell-selection\">\n<p class=\"js_darkmode__text__136\"><span class=\"\">OmniPart (Ours)<\/span><\/p>\n<\/td>\n<\/tr>\n<tr data-id=\"t31e458f-gNfjaAEE\">\n<td class=\"table-last-column\" data-id=\"t6267798-KD3LNL6c\" data-transient-attributes=\"table-cell-selection\">\n<p class=\"js_darkmode__text__141\"><span class=\"\">\u65f6\u95f4\uff08\u5206\u949f\uff09<\/span><\/p>\n<\/td>\n<td class=\"table-last-column\" data-id=\"t6267798-2Ycojnk7\" data-transient-attributes=\"table-cell-selection\">\n<p class=\"js_darkmode__text__145\"><span class=\"\">~15<\/span><\/p>\n<\/td>\n<td class=\"table-last-column\" data-id=\"t6267798-LIqnEp0b\" data-transient-attributes=\"table-cell-selection\">\n<p class=\"js_darkmode__text__149\"><span class=\"\">~5<\/span><\/p>\n<\/td>\n<td class=\"table-last-column table-last-row\" data-id=\"t6267798-jjrskL0D\" data-transient-attributes=\"table-cell-selection\">\n<p class=\"js_darkmode__text__153\"><span class=\"\">~0.75<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<ol class=\"list-paddingleft-1 js_darkmode__text__156\" start=\"3\" data-id=\"o4709c12-57MGdmD4\">\n<li data-id=\"ld70c578-JAXtxvtT\"><span class=\"\"><strong>Huggingface demo \u5c55\u793a<\/strong><\/span><\/li>\n<\/ol>\n<p><img data-dominant-color=\"f3f1f0\" data-has-transparency=\"false\" style=\"--dominant-color: #f3f1f0;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-27634\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/38ebd5a544b3d4b8fc5212c0e54ea77c97b282.png\" width=\"882\" height=\"558\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/38ebd5a544b3d4b8fc5212c0e54ea77c97b282.png 882w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/38ebd5a544b3d4b8fc5212c0e54ea77c97b282-300x190.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/38ebd5a544b3d4b8fc5212c0e54ea77c97b282-150x95.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/38ebd5a544b3d4b8fc5212c0e54ea77c97b282-768x486.png 768w\" sizes=\"auto, (max-width: 882px) 100vw, 882px\" \/><\/p>\n<h2><span class=\"\">\u4e30\u5bcc\u7684\u4e0b\u6e38\u5e94\u7528<\/span><\/h2>\n<p class=\"js_darkmode__text__164\"><span class=\"\">\u5f97\u76ca\u4e8e\u5176\u51fa\u8272\u7684\u90e8\u4ef6\u53ef\u63a7\u6027\uff0cOmniPart \u81ea\u7136\u5730\u652f\u6301\u4e00\u7cfb\u5217\u6fc0\u52a8\u4eba\u5fc3\u7684\u4e0b\u6e38\u5e94\u7528\uff1a<\/span><\/p>\n<p><img data-dominant-color=\"716c65\" data-has-transparency=\"true\" style=\"--dominant-color: #716c65;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-27635\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/2667c6978de53459d6762290498aa2e484eb85.png\" width=\"1080\" height=\"495\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/2667c6978de53459d6762290498aa2e484eb85.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/2667c6978de53459d6762290498aa2e484eb85-300x138.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/2667c6978de53459d6762290498aa2e484eb85-1024x469.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/2667c6978de53459d6762290498aa2e484eb85-150x69.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/10\/2667c6978de53459d6762290498aa2e484eb85-768x352.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>&nbsp;<\/p>\n<ul data-id=\"ua73dd4b-jkYkpjPs\">\n<li data-id=\"ld70c578-ILFEHVif\"><span class=\"\">\u63a9\u7801\u63a7\u5236\u751f\u6210 (Mask-Controlled Generation)\uff1a\u7528\u6237\u53ef\u901a\u8fc7\u7f16\u8f912D\u63a9\u7801\uff0c\u7cbe\u786e\u6307\u5bfc3D\u90e8\u4ef6\u7684\u7ed3\u6784\u751f\u6210\u3002<\/span><\/li>\n<li data-id=\"ld70c578-arTgM7tC\"><span class=\"\">\u591a\u7c92\u5ea6\u751f\u6210 (Multi-Granularity Generation)\uff1a\u901a\u8fc7\u8c03\u6574\u63a9\u7801\u7684\u7cbe\u7ec6\u7a0b\u5ea6\uff0c\u53ef\u4ee5\u751f\u6210\u4e0d\u540c\u7ec6\u8282\u5c42\u6b21\u7684\u90e8\u4ef6\u7ec4\u5408\u3002<\/span><\/li>\n<li data-id=\"ld70c578-0tCzLU6k\"><span class=\"\">\u6750\u8d28\u7f16\u8f91 (Material Editing)\uff1a\u53ef\u4ee5\u5bf9\u7279\u5b9a\u90e8\u4ef6\uff08\u5982\u4f01\u9e45\u7684\u5e3d\u5b50\u3001\u8863\u670d\uff09\u8fdb\u884c\u72ec\u7acb\u7684\u6750\u8d28\u6216\u7eb9\u7406\u4fee\u6539\u3002<\/span><\/li>\n<li data-id=\"ld70c578-EDXw2hvo\"><span class=\"\">\u51e0\u4f55\u5904\u7406 (Geometry Processing)\uff1a\u751f\u6210\u7684\u9ad8\u8d28\u91cf\u90e8\u4ef6\u6709\u5229\u4e8e\u540e\u7eed\u7684\u7f51\u683c\u91cd\u6784\uff08remeshing\uff09\u7b49\u51e0\u4f55\u5904\u7406\uff0c\u4e0d\u4f1a\u5728\u90e8\u4ef6\u8fde\u63a5\u5904\u4ea7\u751f\u4f2a\u5f71\u3002<\/span><\/li>\n<\/ul>\n<h3><span class=\"\">\u603b\u7ed3<\/span><\/h3>\n<p class=\"js_darkmode__text__199\"><span class=\"\">OmniPart \u6846\u67b6\u901a\u8fc7\u5176\u521b\u65b0\u7684\u201c\u89c4\u5212-\u751f\u6210\u201d\u4e24\u9636\u6bb5\u6d41\u7a0b\uff0c\u5e76\u5f15\u5165\u7075\u6d3b\u76842D\u63a9\u7801\u4f5c\u4e3a\u5f15\u5bfc\uff0c\u6210\u529f\u5730\u5b9e\u73b0\u4e86\u9ad8\u8d28\u91cf\u3001\u53ef\u63a7\u7684\u90e8\u4ef6\u7ea73D\u5185\u5bb9\u751f\u6210\u3002\u5b83\u4e0d\u4ec5\u5728\u751f\u6210\u8d28\u91cf\u548c\u6548\u7387\u4e0a\u6811\u7acb\u4e86\u65b0\u7684\u6807\u6746\uff0c\u5176\u5f3a\u5927\u7684\u53ef\u7f16\u8f91\u6027\u548c\u5e94\u7528\u6f5c\u529b\u4e5f\u4e3a\u6e38\u620f\u5f00\u53d1\u3001\u52a8\u753b\u5236\u4f5c\u548c\u865a\u62df\u73b0\u5b9e\u7b49\u9886\u57df\u94fa\u5e73\u4e86\u9053\u8def\uff0c\u63a8\u52a8\u4e86\u53ef\u89e3\u91ca\u3001\u53ef\u7f16\u8f913D\u5185\u5bb9\u7684\u521b\u4f5c\u8fb9\u754c\u3002<\/span><\/p>\n<p class=\"js_darkmode__text__202\"><span class=\"\">\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u8be5\u56e2\u961f\u8fd1\u671f\u57283D\u90e8\u4ef6\u9886\u57df\u5df2\u7ecf\u79ef\u7d2f\u4e86\u591a\u7bc7\u9ad8\u8d28\u91cf\u7684\u7814\u7a76\u6210\u679c\uff0c\u5f62\u6210\u4e86\u7cfb\u7edf\u6027\u7684\u63a2\u7d22\u3002\u5176\u4e2d\u5305\u62ec\u4e13\u6ce83D\u90e8\u4ef6\u5206\u5272\u7684\u5de5\u4f5cSAMPart3D(https:\/\/yhyang-myron.github.io\/SAMPart3D-website\/)\uff0c\u8be5\u7814\u7a76\u65e8\u5728\u5b9e\u73b0\u5bf9\u4efb\u610f3D\u7269\u4f53\u8fdb\u884c\u7cbe\u7ec6\u5316\u7684\u90e8\u4ef6\u5206\u5272\u3002\u53e6\u4e00\u9879\u76f8\u5173\u7814\u7a76HoloPart(https:\/\/vast-ai-research.github.io\/HoloPart\/) \u5219\u81f4\u529b\u4e8e\u89e3\u51b3\u4ece\u4e0d\u5b8c\u6574\u7684\u8868\u9762\u90e8\u4ef6\u4fe1\u606f\uff08Amodal Segmentation\uff09\u4e2d\u751f\u6210\u5b8c\u6574\u76843D\u90e8\u4ef6\u51e0\u4f55\u3002\u4ece\u90e8\u4ef6\u7684\u5206\u5272 (SAMPart3D)\u3001\u8865\u5168 (HoloPart)\u00a0\u5230\u5982\u4eca\u7684\u751f\u6210 (OmniPart)\uff0c\u8fd9\u4e9b\u5de5\u4f5c\u5171\u540c\u6784\u5efa\u4e86\u4e00\u4e2a\u56f4\u7ed5\u201c\u90e8\u4ef6\u7ea73D\u7269\u4f53\u201d\u7684AIGC\u6280\u672f\u77e9\u9635\u3002<\/span><\/p>\n<p>\u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n<\/div>\n<\/div>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_27628\" class=\"pvc_stats total_only  \" data-element-id=\"27628\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 -58 -50 -96 -229 -47 -217 -49 -260 -13 -295 52 -53 146 -42 177 20 16 31 87 366 87 410 0 70 -86 122 -155 94z\"\/><path d=\"M1751 3234 c-13 -9 -29 -31 -37 -50 -12 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114 -284 457 -406 731 -260 98 52 188 154 231 260 27 69 37 214 19 290 -38 163 -166 304 -326 360 -67 23 -215 33 -279 19z\"\/><\/g><\/svg><\/i> <img loading=\"lazy\" decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"https:\/\/aif.amtbbs.org\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif\" border=0 \/><\/p>\n<div class=\"pvc_clear\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u9999\u6e2f\u5927\u5b66\u3001VAST\u3001\u54c8\u5c14\u6ee8\u5de5\u4e1a\u5927\u5b66\u53ca\u6d59\u6c5f\u5927\u5b66\u7684\u7814\u7a76\u8005\u4eec\u8054\u624b\uff0c\u63a8\u51fa\u4e86\u4e00\u4e2a\u540d\u4e3a OmniPart \u7684\u5168\u65b0\u6846\u67b6\uff0c\u5de7\u5999 [&hellip;]<\/p>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_27628\" class=\"pvc_stats total_only  \" data-element-id=\"27628\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid 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class=\"pvc_clear\"><\/div>\n","protected":false},"author":56,"featured_media":27629,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[23,20,80],"tags":[1917],"class_list":["post-27628","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-23","category-20","category-80","tag-siggraph-asia-2025-omnipart3d"],"_links":{"self":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/27628","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/users\/56"}],"replies":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/comments?post=27628"}],"version-history":[{"count":1,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/27628\/revisions"}],"predecessor-version":[{"id":27636,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/27628\/revisions\/27636"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/media\/27629"}],"wp:attachment":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/media?parent=27628"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/categories?post=27628"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/tags?post=27628"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}