{"id":13695,"date":"2026-10-21T19:14:29","date_gmt":"2026-10-21T11:14:29","guid":{"rendered":"https:\/\/infernews.com\/blog\/physskin\/"},"modified":"2026-10-21T19:22:33","modified_gmt":"2026-10-21T11:22:33","slug":"physskin","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/physskin\/","title":{"rendered":"PhysSkin++ \u4ee4 3D \u6a21\u578b\u90c1\u5f97\u5514\u518d\u786c\u6398\u6398\uff01"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/10\/PhysSkin.jpg\" alt=\"teaser\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0d\u540c\u6a21\u578b\u5f62\u72c0\u3001\u7db2\u683c\u5bc6\u5ea6\u751a\u81f3\u7a7a\u9593\u8868\u793a\u6cd5\u5404\u7570\uff0c\u7269\u7406\u52d5\u756b\u5f80\u5f80\u8981\u91cd\u65b0\u5efa\u7acb\u8b8a\u5f62\u63a7\u5236\u3002PhysSkin \u5c6c\u65bc 3D \u52d5\u756b\u6a21\u578b\uff0c\u900f\u904e\u81ea\u76e3\u7763 Neural Skinning \u5b78\u7fd2\u9023\u7e8c Skinning Fields\uff0c\u8b93\u4e0d\u540c\u5f62\u72c0\u53ef\u4ee5\u5171\u7528\u5373\u6642\u7269\u7406\u52d5\u756b\u80fd\u529b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6a21\u578b\u5148\u7528 transformer-based shape encoder \u8b80\u53d6\u5f62\u72c0\uff0c\u518d\u7531 cross-attention field decoder \u7522\u751f\u8207\u5f62\u72c0\u76f8\u95dc\u7684\u8b8a\u5f62\u5b50\u7a7a\u9593\uff1bphysics-informed self-supervised objectives \u5247\u4ee5\u7269\u7406\u7d04\u675f\u548c\u6b63\u4ea4\u6027\u8981\u6c42\u53d6\u4ee3\u5b8c\u6574\u6a21\u64ec\u8ecc\u8de1\u6a19\u8a3b\u3002\u9019\u500b\u7d44\u5408\u91dd\u5c0d\u7684\u662f\u6cdb\u5316\u80fd\u529b\u8207\u904b\u7b97\u901f\u5ea6\u4e4b\u9593\u7684\u53d6\u6368\uff0c\u800c\u4e0d\u662f\u55ae\u7d14\u8ffd\u6c42\u66f4\u7d30\u7dfb\u7684\u96e2\u7dda\u6a21\u64ec\u3002<\/p>\n\n\n<div\n    \tclass=\"align wp-block-vpb-video\"    id='vpbpVideoPlayer-1'\n    data-attributes='{&quot;source&quot;:&quot;https:\\\/\\\/raw.githubusercontent.com\\\/huahuo359\\\/open_access_assets\\\/main\\\/PhysSkin_plus\\\/PhysSkin_video.mp4&quot;,&quot;repeat&quot;:true,&quot;autoplay&quot;:true,&quot;muted&quot;:true,&quot;align&quot;:&quot;&quot;,&quot;poster&quot;:&quot;&quot;,&quot;controls&quot;:{&quot;play-large&quot;:true,&quot;restart&quot;:false,&quot;rewind&quot;:true,&quot;play&quot;:true,&quot;fast-forward&quot;:true,&quot;progress&quot;:true,&quot;current-time&quot;:true,&quot;duration&quot;:false,&quot;mute&quot;:true,&quot;volume&quot;:true,&quot;pip&quot;:false,&quot;airplay&quot;:false,&quot;captions&quot;:false,&quot;settings&quot;:true,&quot;download&quot;:false,&quot;fullscreen&quot;:true},&quot;captions&quot;:[],&quot;ratio&quot;:&quot;16:9&quot;,&quot;accentColor&quot;:&quot;&quot;,&quot;lazyLoad&quot;:false,&quot;width&quot;:&quot;100%&quot;,&quot;radius&quot;:&quot;0px&quot;,&quot;resetOnEnd&quot;:false,&quot;autoHideControl&quot;:true,&quot;isSetup&quot;:false}'\n><\/div>\n\n\n<p class=\"wp-block-paragraph\">README \u63d0\u4f9b Python 3.11\u3001PyTorch 2.7.1 \u7b49\u74b0\u5883\u7248\u672c\uff0c\u4ee5\u53ca\u8cc7\u6599\u76ee\u9304\u3001<code>physskin_vis.ipynb<\/code> \u8996\u89ba\u5316\u7b46\u8a18\u672c\u548c\u8a13\u7df4\u6d41\u7a0b\u3002\u8cc7\u6599\u5305\u542b <code>(1, 256, 768)<\/code> \u7684 <code>float32<\/code> latents \u8207\u4e09\u7dad\u5167\u90e8\u9ede\uff0c\u9805\u76ee\u4ea6\u5217\u51fa\u9810\u8a13\u7df4 checkpoint \u8def\u5f91\uff1b\u539f\u59cb\u8cc7\u6599\u6c92\u6709\u4ea4\u4ee3\u516c\u958b\u4e0b\u8f09\u65b9\u5f0f\uff0c\u4e0d\u80fd\u56e0\u6b64\u5047\u8a2d\u6a21\u578b\u53ef\u96a8\u610f\u53d6\u5f97\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u53ef\u8de8\u4e0d\u540c\u5f62\u72c0\u8207 discretization \u4f7f\u7528\u9023\u7e8c Skinning Fields<\/li>\n\n\n\n<li>\u4ee5\u81ea\u76e3\u7763\u7269\u7406\u76ee\u6a19\u6e1b\u5c11\u52d5\u756b\u6a19\u8a3b\u4f9d\u8cf4<\/li>\n\n\n\n<li>\u652f\u63f4\u5373\u6642 physics-based animation \u7684\u7814\u7a76\u8207\u4e92\u52d5\u63a7\u5236\u5834\u666f<\/li>\n\n\n\n<li>README \u6c92\u6709\u63d0\u4f9b\u5177\u9ad4 FPS\u3001\u8aa4\u5dee\u6216\u540c\u985e\u65b9\u6cd5\u5dee\u8ddd<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c0d\u52d5\u756b\u7814\u7a76\u30013D \u5167\u5bb9\u5de5\u5177\u53ca\u9700\u8981\u78b0\u649e\u4e92\u52d5\u7684\u5716\u5f62\u5718\u968a\uff0cPhysSkin \u66f4\u9069\u5408\u7528\u4f5c\u7814\u7a76\u539f\u578b\u6216\u65e2\u6709 rig \u7684\u7269\u7406\u88dc\u5f37\u3002\u914d\u5957\u7684 PhysSkin++ \u63cf\u8ff0\u9032\u4e00\u6b65\u5ef6\u4f38\u81f3 meshes\u3001point clouds\u3001NeRFs \u548c 3D Gaussians\uff0c\u4f46\u9019\u4e9b\u80fd\u529b\u4e0d\u61c9\u76f4\u63a5\u7576\u6210\u672c GitHub \u9805\u76ee\u4e2d\u540c\u4e00 checkpoint \u5df2\u5b8c\u6574\u63d0\u4f9b\u7684\u529f\u80fd\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/zju3dv.github.io\/PhysSkin_plus\/\" rel=\"noopener noreferrer\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 <a href=\"https:\/\/github.com\/zju3dv\/PhysSkin\" rel=\"noopener noreferrer\"><strong>GitHub<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>PhysSkin \u628a\u975c\u614b 3D \u5f62\u72c0\u8f49\u6210\u53ef\u6cdb\u5316\u7684\u7269\u7406\u52d5\u756b\u63a7\u5236\uff0c\u6e1b\u5c11\u6bcf\u500b\u6a21\u578b\u91cd\u65b0\u8a13\u7df4\u7684\u6210\u672c\u3002<\/p>\n","protected":false},"author":8,"featured_media":13694,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","wpai_meta_description":"","footnotes":""},"categories":[133,76,127,38,132,152,174],"tags":[],"class_list":["post-13695","post","type-post","status-publish","format-standard","hentry","category-133","category-76","category-127","category-38","category-3d","category-python","category-174"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/13695","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=13695"}],"version-history":[{"count":2,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/13695\/revisions"}],"predecessor-version":[{"id":13700,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/13695\/revisions\/13700"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/13694"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=13695"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=13695"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=13695"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}