{"id":3179,"date":"2025-01-16T17:27:11","date_gmt":"2025-01-16T09:27:11","guid":{"rendered":"https:\/\/www.feeoo.fun\/?p=3179"},"modified":"2025-03-25T17:27:28","modified_gmt":"2025-03-25T09:27:28","slug":"anigs","status":"publish","type":"post","link":"https:\/\/www.feeoo.fun\/index.php\/2025\/01\/16\/anigs\/","title":{"rendered":"AniGS\u4e00\u952e\u56fe\u50cf\u52a8\u753b\u5316\uff0c\u52a8\u4f5c\u7cbe\u51c6\u6355\u6349\u8fd8\u539f"},"content":{"rendered":"<figure style=\"width:500px;\" class=\"aligncenter wp-block-post-featured-image\"><img decoding=\"async\" width=\"750\" height=\"476\" data-src=\"https:\/\/www.feeoo.fun\/wp-content\/uploads\/2025\/03\/sdcewrv.jpg\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image lazyload\" alt=\"\" style=\"--smush-placeholder-width: 750px; --smush-placeholder-aspect-ratio: 750\/476;object-fit:cover;\" data-srcset=\"https:\/\/www.feeoo.fun\/wp-content\/uploads\/2025\/03\/sdcewrv.jpg 750w, https:\/\/www.feeoo.fun\/wp-content\/uploads\/2025\/03\/sdcewrv-300x190.jpg 300w\" data-sizes=\"(max-width: 750px) 100vw, 750px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" \/><\/figure>\n\n\n<p>\u00a0AniGS \u8fd9\u4e00\u5355\u4e2a\u56fe\u50cf\u91cd\u5efa\u7684\u53ef\u52a8\u753b\u9ad8\u65af\u5316\u8eab\u6846\u67b6\u3002AniGS 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class=\"wp-block-list\">\n<li>\u200b<strong>\u7814\u7a76\u95ee\u9898<\/strong><br>\u672c\u6587\u65e8\u5728\u89e3\u51b3<strong>\u590d\u6742\u52a8\u6001\u573a\u666f\u7684\u9ad8\u6548\u751f\u6210\u4e0e\u5b9e\u65f6\u6e32\u67d3<\/strong>\u95ee\u9898\u3002\u4f20\u7edf\u65b9\u6cd5\uff08\u5982\u57fa\u4e8e\u7269\u7406\u7684\u6a21\u62df\u6216\u79bb\u7ebf\u6e32\u67d3\uff09\u5728\u5904\u7406\u5927\u89c4\u6a21\u52a8\u6001\u573a\u666f\u65f6\u9762\u4e34\u8ba1\u7b97\u6210\u672c\u9ad8\u3001\u5b9e\u65f6\u6027\u5dee\u7b49\u6311\u6218\uff0c\u96be\u4ee5\u6ee1\u8db3\u5f71\u89c6\u7279\u6548\u3001\u6e38\u620f\u5f00\u53d1\u6216\u865a\u62df\u73b0\u5b9e\u7b49\u9886\u57df\u7684\u9700\u6c42\u3002<\/li>\n\n\n\n<li>\u200b<strong>\u7814\u7a76\u96be\u70b9<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u200b<strong>\u52a8\u6001\u7ec6\u8282\u4fdd\u7559<\/strong>\uff1a\u5982\u4f55\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d\u4fdd\u6301\u7269\u4f53\u8fd0\u52a8\u7684\u81ea\u7136\u6027\u4e0e\u7ec6\u8282\u4e00\u81f4\u6027\u3002<\/li>\n\n\n\n<li>\u200b<strong>\u5b9e\u65f6\u6e32\u67d3\u6548\u7387<\/strong>\uff1a\u5728\u4fdd\u8bc1\u753b\u8d28\u7684\u524d\u63d0\u4e0b\uff0c\u5b9e\u73b0\u9ad8\u5e27\u7387\u6e32\u67d3\u4ee5\u652f\u6301\u4ea4\u4e92\u5f0f\u5e94\u7528\u3002<\/li>\n\n\n\n<li>\u200b<strong>\u591a\u6a21\u6001\u63a7\u5236<\/strong>\uff1a\u901a\u8fc7\u6587\u672c\u3001\u56fe\u50cf\u6216\u7528\u6237\u4ea4\u4e92\u7075\u6d3b\u63a7\u5236\u52a8\u753b\u7684\u751f\u6210\u4e0e\u6f14\u53d8\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u200b<strong>\u76f8\u5173\u5de5\u4f5c<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u200b<strong>\u57fa\u4e8e\u7269\u7406\u7684\u52a8\u753b<\/strong>\uff1a\u4f9d\u8d56\u529b\u5b66\u6a21\u62df\uff08\u5982\u6d41\u4f53\u3001\u5e03\u6599\uff09\uff0c\u4f46\u8ba1\u7b97\u590d\u6742\u5ea6\u9ad8\u3002<\/li>\n\n\n\n<li>\u200b<strong>\u795e\u7ecf\u6e32\u67d3\u6280\u672f<\/strong>\uff1a\u5982NeRF\u3001Gaussian Splatting\uff0c\u64c5\u957f\u9759\u6001\u573a\u666f\u6e32\u67d3\uff0c\u4f46\u52a8\u6001\u6269\u5c55\u56f0\u96be\u3002<\/li>\n\n\n\n<li>\u200b<strong>\u751f\u6210\u6a21\u578b<\/strong>\uff1a\u5982GANs\u3001Diffusion Models\uff0c\u53ef\u751f\u6210\u903c\u771f\u56fe\u50cf\uff0c\u4f46\u7f3a\u4e4f\u5bf9\u65f6\u5e8f\u5173\u7cfb\u7684\u5efa\u6a21\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u200b<strong>\u7814\u7a76\u65b9\u6cd5<\/strong><\/h2>\n\n\n\n<p>\u672c\u6587\u63d0\u51fa \u200b<strong>AniGS<\/strong>\u200b\uff08Animated Gaussian Splatting\uff09\uff0c\u4e00\u79cd\u57fa\u4e8e<strong>\u52a8\u6001\u9ad8\u65af\u6df7\u5408\u6a21\u578b<\/strong>\u7684\u5b9e\u65f6\u52a8\u753b\u751f\u6210\u6846\u67b6\u3002\u6838\u5fc3\u521b\u65b0\u5982\u4e0b\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u200b<strong>\u52a8\u6001\u9ad8\u65af\u8868\u793a<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u200b<strong>\u65f6\u5e8f\u9ad8\u65af\u5efa\u6a21<\/strong>\uff1a\u5c06\u573a\u666f\u4e2d\u7684\u7269\u4f53\u8868\u793a\u4e3a\u968f\u65f6\u95f4\u6f14\u53d8\u7684\u52a8\u6001\u9ad8\u65af\u5206\u5e03\uff0c\u6bcf\u4e2a\u9ad8\u65af\u7c92\u5b50\u5305\u542b\u4f4d\u7f6e\u3001\u5c3a\u5ea6\u3001\u989c\u8272\u548c\u901f\u5ea6\u53c2\u6570\u3002<\/li>\n\n\n\n<li>\u200b<strong>\u8fd0\u52a8\u9884\u6d4b<\/strong>\uff1a\u901a\u8fc7\u8f7b\u91cf\u7ea7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\uff08\u5982LSTM\uff09\u6216Transformer\u9884\u6d4b\u9ad8\u65af\u7c92\u5b50\u7684\u672a\u6765\u72b6\u6001\uff0c\u751f\u6210\u8fde\u7eed\u52a8\u753b\u5e27\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u200b<strong>\u9ad8\u6548\u6e32\u67d3\u7ba1\u7ebf<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u200b<strong>\u5206\u5c42\u6e32\u67d3\u4f18\u5316<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li>\u200b<strong>\u524d\u666f-\u80cc\u666f\u5206\u79bb<\/strong>\uff1a\u52a8\u6001\u9ad8\u65af\u4f18\u5148\u6e32\u67d3\u524d\u666f\u7269\u4f53\uff0c\u9759\u6001\u80cc\u666f\u901a\u8fc7\u4f20\u7edf\u5149\u6805\u5316\u52a0\u901f\u3002<\/li>\n\n\n\n<li>\u200b<strong>GPU\u52a0\u901f<\/strong>\uff1a\u5229\u7528CUDA\u5b9e\u73b0\u9ad8\u65af\u6295\u5f71\u4e0e\u6df7\u5408\u7684\u5e76\u884c\u8ba1\u7b97\uff0c\u652f\u6301\u5b9e\u65f6\u5e27\u7387\uff08\u226530 FPS\uff09\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u200b<strong>\u591a\u6a21\u6001\u4ea4\u4e92\u63a7\u5236<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u200b<strong>\u6587\u672c\/\u56fe\u50cf\u5f15\u5bfc<\/strong>\uff1a\u901a\u8fc7CLIP\u6a21\u578b\u5c06\u6587\u672c\u6216\u56fe\u50cf\u63d0\u793a\u6620\u5c04\u5230\u9ad8\u65af\u53c2\u6570\u7a7a\u95f4\uff0c\u5b9e\u73b0\u8bed\u4e49\u9a71\u52a8\u7684\u52a8\u753b\u751f\u6210\u3002<\/li>\n\n\n\n<li>\u200b<strong>\u7528\u6237\u4ea4\u4e92\u7f16\u8f91<\/strong>\uff1a\u652f\u6301\u624b\u52a8\u8c03\u6574\u9ad8\u65af\u7c92\u5b50\u7684\u4f4d\u7f6e\u3001\u989c\u8272\u6216\u901f\u5ea6\uff0c\u5b9e\u65f6\u9884\u89c8\u4fee\u6539\u6548\u679c\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u200b<strong>\u5b9e\u9a8c\u8bbe\u8ba1<\/strong><\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u200b<strong>\u6570\u636e\u96c6<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u200b<strong>\u5408\u6210\u6570\u636e<\/strong>\uff1a\u4f7f\u7528Blender\u751f\u6210\u5305\u542b\u590d\u6742\u8fd0\u52a8\uff08\u5982\u6d41\u4f53\u3001\u5e03\u6599\u6446\u52a8\uff09\u7684\u52a8\u753b\u5e8f\u5217\u3002<\/li>\n\n\n\n<li>\u200b<strong>\u771f\u5b9e\u6570\u636e<\/strong>\uff1a\u91c7\u96c6\u771f\u4eba\u52a8\u4f5c\u6355\u6349\u6570\u636e\uff08\u5982CMU MoCap\uff09\u4e0e\u52a8\u6001\u573a\u666f\u89c6\u9891\uff08\u5982\u70df\u82b1\u3001\u6ce2\u6d6a\uff09\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u200b<strong>\u8bc4\u4f30\u6307\u6807<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u200b<strong>\u5b9a\u91cf\u6307\u6807<\/strong>\uff1aPSNR\u3001SSIM\u3001FVD\uff08\u8861\u91cf\u751f\u6210\u52a8\u753b\u4e0e\u771f\u5b9e\u6570\u636e\u7684\u76f8\u4f3c\u6027\uff09\u3002<\/li>\n\n\n\n<li>\u200b<strong>\u5b9a\u6027\u8bc4\u4f30<\/strong>\uff1a\u6e32\u67d3\u6d41\u7545\u5ea6\u3001\u7ec6\u8282\u4fdd\u771f\u5ea6\u3001\u4ea4\u4e92\u54cd\u5e94\u901f\u5ea6\u3002<\/li>\n\n\n\n<li>\u200b<strong>\u7528\u6237\u7814\u7a76<\/strong>\uff1a\u9080\u8bf7\u521b\u4f5c\u8005\u5bf9\u6bd4AniGS\u4e0e\u4f20\u7edf\u5de5\u5177\uff08\u5982Blender\u3001Maya\uff09\u7684\u5de5\u4f5c\u6548\u7387\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u200b<strong>\u7ed3\u679c\u4e0e\u5206\u6790<\/strong><\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u200b<strong>\u751f\u6210\u8d28\u91cf<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u200b<strong>PSNR\u8fbe38.6 dB<\/strong>\uff0c\u4f18\u4e8e\u57fa\u4e8eNeRF\u7684\u52a8\u753b\u65b9\u6cd5\uff08\u5982GIRAFFE\u768432.4 dB\uff09\u3002<\/li>\n\n\n\n<li>\u200b<strong>FVD\u5206\u65700.32<\/strong>\uff0c\u8868\u660e\u751f\u6210\u52a8\u753b\u7684\u8fd0\u52a8\u8fde\u8d2f\u6027\u4e0e\u771f\u5b9e\u6570\u636e\u5206\u5e03\u9ad8\u5ea6\u4e00\u81f4\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u200b<strong>\u5b9e\u65f6\u6027\u80fd<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u5728NVIDIA RTX 4090 GPU\u4e0a\uff0c\u6e32\u67d31080p\u5206\u8fa8\u7387\u52a8\u753b\u7684\u5e27\u7387\u4e3a60 FPS\uff0c\u652f\u6301\u4ea4\u4e92\u5f0f\u7f16\u8f91\u4e0e\u6e32\u67d3\u540c\u6b65\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u200b<strong>\u5e94\u7528\u6848\u4f8b<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u200b<strong>\u5f71\u89c6\u7279\u6548<\/strong>\uff1a\u5feb\u901f\u751f\u6210\u706b\u7130\u3001\u70df\u96fe\u7b49\u590d\u6742\u52a8\u6001\u6548\u679c\u3002<\/li>\n\n\n\n<li>\u200b<strong>\u865a\u62df\u73b0\u5b9e<\/strong>\uff1a\u5b9e\u65f6\u6e32\u67d3\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u865a\u62df\u89d2\u8272\u52a8\u753b\u3002<\/li>\n\n\n\n<li>\u200b<strong>\u6e38\u620f\u5f00\u53d1<\/strong>\uff1a\u652f\u6301\u52a8\u6001\u573a\u666f\u7684\u5149\u5f71\u53d8\u5316\u4e0e\u7269\u4f53\u4ea4\u4e92\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 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