{"id":2208,"date":"2024-12-27T16:23:04","date_gmt":"2024-12-27T08:23:04","guid":{"rendered":"https:\/\/dspace.ustc.edu.cn\/?p=2208"},"modified":"2024-12-27T16:46:57","modified_gmt":"2024-12-27T08:46:57","slug":"%e5%a4%9a%e5%85%83%e5%a4%9a%e7%89%a9%e4%bd%933d%e7%bc%96%e8%be%91%e6%a1%86%e6%9e%b6%e7%a0%94%e7%a9%b6%e6%88%90%e6%9e%9c%e5%8f%91%e5%b8%83","status":"publish","type":"post","link":"https:\/\/dspace.ustc.edu.cn\/?p=2208","title":{"rendered":"\u591a\u5143\u591a\u7269\u4f533D\u7f16\u8f91\u6846\u67b6\u7814\u7a76\u6210\u679c\u53d1\u5e03"},"content":{"rendered":"\n<p>\u6570\u636e\u7a7a\u95f4\u7814\u7a76\u4e2d\u5fc3\u4e8e\u8fd1\u65e5\u5728\u7a7a\u95f4\u667a\u80fd\u2014\u20143D\u7f16\u8f91\u9886\u57df\u53d1\u8868\u4e86\u4e00\u9879\u91cd\u8981\u7684\u7814\u7a76\u6210\u679c\u3002<\/p>\n\n\n\n<p>\u9879\u76ee\u4e3b\u9875\uff1ahttps:\/\/3d-goi.github.io\/<\/p>\n\n\n\n<p>\u8bba\u6587\u5730\u5740\uff1a<a href=\"https:\/\/arxiv.org\/abs\/2311.12050\">https:\/\/arxiv.org\/abs\/2311.12050<\/a><\/p>\n\n\n\n<p>\u751f\u6210\u5f0f3D\u6a21\u578b\u7684\u8fc5\u731b\u53d1\u5c55\u5f15\u8d77\u4e86\u4eba\u4eec\u5e7f\u6cdb\u7684\u5173\u6ce8\uff0c\u5c24\u5176\u662f\u5728\u81ea\u52a8\u53163D\u5bf9\u8c61\u548c\u573a\u666f\u7684\u751f\u6210\u53ca\u7f16\u8f91\u65b9\u9762\u3002\u7136\u800c\uff0c\u76ee\u524d\u5927\u591a\u6570\u65b9\u6cd5\u4e3b\u8981\u96c6\u4e2d\u5728\u5355\u4e00\u5bf9\u8c61\u4e0a\uff0c\u59823D\u4eba\u8138\u751f\u6210\u548c\u4eba\u8138\u65b0\u89c6\u89d2\u7684\u5408\u6210\u3002\u9488\u5bf9\u591a\u5bf9\u8c613D\u573a\u666f\u7684\u751f\u6210\u624b\u6bb5\u5c1a\u4e0d\u6210\u719f\uff0c\u8fd9\u4e9b\u573a\u666f\u7684\u7f16\u8f91\u6280\u672f\u66f4\u662f\u672a\u88ab\u5145\u5206\u63a2\u7d22\u3002\u5728\u6211\u4eec\u6240\u5904\u7684\u771f\u5b9e\u4e09\u7ef4\u4e16\u754c\u4e2d\uff0c\u5f00\u53d1\u6709\u6548\u7684\u771f\u5b9e3D\u573a\u666f\u7f16\u8f91\u65b9\u6cd5\u6210\u4e3a\u4e863D\u7f16\u8f91\u9886\u57df\u4e9f\u5f85\u89e3\u51b3\u7684\u6838\u5fc3\u95ee\u9898\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"http:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/1-3.png\"><img loading=\"lazy\" width=\"1024\" height=\"288\" src=\"http:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/1-3-1024x288.png\" alt=\"\" class=\"wp-image-2237\" srcset=\"https:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/1-3-1024x288.png 1024w, https:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/1-3-300x84.png 300w, https:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/1-3-768x216.png 768w, https:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/1-3.png 1268w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p>\u674e\u6d69\u5189\u540c\u5b66\u5bf93D\u573a\u666f\u7f16\u8f91\u7684\u65b9\u6cd5\u8fdb\u884c\u4e86\u8c03\u7814\uff0c\u5e76\u4e0e\u5408\u80a5\u5de5\u4e1a\u5927\u5b66\u4ee5\u53ca\u5965\u80e1\u65af\u5927\u5b66\u7684\u7814\u7a76\u8005\u4eec\u5408\u4f5c\u5f00\u5c55\u7814\u7a76\u3002\u7ecf\u8fc7\u957f\u65f6\u95f4\u7684\u63a2\u7d22\u4e0e\u5b9e\u9a8c\uff0c\u6240\u53d6\u5f97\u7684\u7814\u7a76\u6210\u679c\u4ee5\u8bba\u6587\u5f62\u5f0f\u53d1\u8868\u4e8e\u8ba1\u7b97\u673a\u89c6\u89c9\u4e09\u5927\u9876\u7ea7\u4f1a\u8bae\u4e4b\u4e00\u7684ECCV2024\uff08The 18th European Conference on Computer Vision\uff09\uff0c\u8bba\u6587\u9898\u4e3a\u201c3D-GOI: 3D GAN Omni-Inversion for Multifaceted and Multi-object Editing\u201d\u30023D-GOI\u6846\u67b6\u652f\u6301\u5bf9\u591a\u5bf9\u8c61\u56fe\u50cf\u8fdb\u884c\u4eff\u5c04\u7f16\u8f91\uff0c\u5305\u62ec\u7f29\u653e\u3001\u5e73\u79fb\u3001\u65cb\u8f6c\u3001\u5916\u89c2\u548c\u80cc\u666f\u8c03\u6574\uff0c\u5982\u4e0a\u56fe\u6240\u793a\u3002<\/p>\n\n\n\n<p class=\"has-text-align-center\">\u6280\u672f\u65b9\u6848<\/p>\n\n\n\n<p>3D-GOI\u4f7f\u75283D GAN\uff08GIRAFFE[1]\uff09\u53cd\u6f14\u5b9e\u73b0\u5bf9\u8f93\u5165\u590d\u6742\u573a\u666f\u56fe\u7247\u7684\u89e3\u8026\u5408\uff0c\u5f97\u5230\u57fa\u4e8e3D GAN\u751f\u6210\u591a\u4e2acodes\u3002\u7136\u540e\u901a\u8fc7\u6539\u53d8codes\u503c\uff0c\u5b9e\u73b0\u591a\u5143\u5316\u7684\u7f16\u8f91\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"http:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/2.jpg\"><img loading=\"lazy\" width=\"1024\" height=\"410\" src=\"http:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/2-1024x410.jpg\" alt=\"\" class=\"wp-image-2217\" srcset=\"https:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/2-1024x410.jpg 1024w, https:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/2-300x120.jpg 300w, https:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/2-768x308.jpg 768w, https:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/2.jpg 1268w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p>\u5982\u4e0a\u56fe\u6240\u793a3D-GOI\u4e3b\u8981\u7531\u4e09\u4e2a\u9636\u6bb5\u6784\u6210\u3002\u7b2c\u4e00\u4e2a\u9636\u6bb5\u901a\u8fc7\u5206\u5272\u7684\u624b\u6bb5\uff0c\u5206\u79bb\u5404\u4e2a\u7269\u4f53\u4ee5\u53ca\u80cc\u666f\u3002\u8fd9\u6e90\u4e8e\u7ec4\u6210\u7269\u4f53\u7684codes\u4f5c\u7528\u4e8e\u7269\u4f53\u672c\u8eab\uff0c\u51cf\u5c11\u5176\u4ed6\u7269\u4f53\u5bf9\u8be5\u7269\u4f53codes\u7684\u5f71\u54cd\u3002\u540c\u65f6\u6211\u4eec\u53ef\u4ee5\u5728\u5355\u4e2a\u7269\u4f53\u7684\u573a\u666f\u56fe\u7247\u4e2d\u8bad\u7ec3\uff0c\u5728\u591a\u7269\u4f53\u573a\u666f\u4e2d\u63a8\u7406\uff0c\u8fdb\u800c\u51cf\u5c11\u8bad\u7ec3\u7684\u96be\u5ea6\u3002<\/p>\n\n\n\n<p>\u7b2c\u4e8c\u4e2a\u9636\u6bb5\uff0c\u6211\u4eec\u6839\u636eGIRAFFE\u7684\u795e\u7ecf\u6e32\u67d3\u6a21\u5757\uff0c\u53cd\u5411\u6784\u9020\u795e\u7ecf\u53cd\u6f14\u7f16\u7801\u5668\u5982\u4e0b\u56fe\u6240\u793a\uff0c\u76ee\u7684\u662f\u7c97\u7565\u4f30\u8ba1\u5c5e\u4e8e\u5f53\u524d\u7269\u4f53\u6216\u8005\u80cc\u666f\u7684codes\u3002\u5728\u8fd9\u4e00\u8fc7\u7a0b\u4e2d\uff0c\u6211\u4eec\u4e3a\u6bcf\u4e00\u4e2acode\u8bbe\u8ba1\u4e00\u4e2a\u7f16\u7801\u5668\uff0c\u8ba9\u5176\u4e13\u6ce8\u4e8e\u7279\u5b9a\u5c5e\u6027\u7684\u9884\u6d4b\u3002\u6211\u4eec\u5728\u5355\u7269\u4f53\u573a\u666f\u4e0a\u901a\u8fc7\u53cd\u5411\u4f20\u64ad\u91cd\u5efa\u635f\u5931\u8bad\u7ec3\u6bcf\u4e2a\u7f16\u7801\u5668\uff0c\u5728\u63a8\u7406\u9636\u6bb5\uff0c\u6211\u4eec\u51bb\u7ed3\u7f16\u7801\u7684\u53c2\u6570\uff0c\u8f93\u51fa\u591a\u4e2a\u7c97\u7565\u7684codes\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"http:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/3-2.png\"><img loading=\"lazy\" width=\"1024\" height=\"355\" src=\"http:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/3-2-1024x355.png\" alt=\"\" class=\"wp-image-2211\" srcset=\"https:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/3-2-1024x355.png 1024w, https:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/3-2-300x104.png 300w, https:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/3-2-768x266.png 768w, https:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/3-2.png 1268w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p>\u5728\u7b2c\u4e09\u9636\u6bb5\uff0c\u6211\u4eec\u5c06\u7c97\u7565\u4f30\u8ba1\u7684codes\u901a\u8fc7\u7b97\u6cd5\u4f18\u5316\u5f97\u5230\u5176\u7cbe\u786e\u503c\uff0c\u6211\u4eec\u53d1\u73b0\uff0c\u5c06\u6240\u6709codes\u5168\u90e8\u653e\u5165\u4e00\u4e2a\u4f18\u5316\u5668\u4f18\u5316\u5bb9\u6613\u9677\u5165\u5c40\u90e8\u6700\u5c0f\u3002\u6240\u4ee5\u6211\u4eec\u63d0\u51fa\u5faa\u73af\u4f18\u5316\u7b97\u6cd5\uff0c\u5982\u4e0b\u7b97\u6cd5\u6240\u793a\u3002\u6211\u4eec\u53d1\u73b0\u4f18\u5148\u4f18\u5316\u5bf9\u56fe\u7247\u751f\u6210\u4e2d\u6539\u53d8\u50cf\u7d20\u503c\u5927\u7684codes\uff0c\u5982\u80cc\u666f\u989c\u8272code\uff0c\u80cc\u666f\u5f62\u72b6code\uff0c\u5bf9\u6574\u4f53\u7684\u4f18\u5316\u66f4\u597d\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"http:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/4-2.png\"><img loading=\"lazy\" width=\"1024\" height=\"602\" src=\"http:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/4-2-1024x602.png\" alt=\"\" class=\"wp-image-2212\" srcset=\"https:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/4-2-1024x602.png 1024w, https:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/4-2-300x176.png 300w, https:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/4-2-768x451.png 768w, https:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/4-2-1536x903.png 1536w, https:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/4-2.png 1809w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p>\u5f97\u5230\u53ef\u4ee5\u7cbe\u786e\u91cd\u5efa\u56fe\u50cf\u7684codes\u540e\uff0c\u6211\u4eec\u53ef\u4ee5\u4efb\u610f\u6539\u53d8\u4e0d\u540c\u7269\u4f53\u4e0d\u540c\u5c5e\u6027\u7684code\u8fdb\u884c\u7f16\u8f91\uff0c\u5b9e\u73b0\u591a\u5143\u591a\u7269\u4f53\u76843D\u7f16\u8f91\u3002<\/p>\n\n\n\n<p class=\"has-text-align-center\">\u5b9e\u9a8c\u8bc4\u4f30<\/p>\n\n\n\n<p>\u5355\u5bf9\u8c61\u4e0e\u591a\u5bf9\u8c61\u7f16\u8f91&nbsp; \u4e0b\u56fe\u5206\u522b\u5c55\u793a\u4e86\u5728 G-CompCars \u6570\u636e\u96c6\u4e0a\u7684\u5355\u7269\u4f53\u548c\u591a\u7269\u4f53\u7f16\u8f91\u7ed3\u679c\u3002\u7f16\u7801\u5668\u751f\u6210\u7684\u7c97\u7565\u91cd\u5efa\u56fe\u50cf\u5728\u7b80\u5355\u573a\u666f\u4e2d\u5df2\u80fd\u8fbe\u5230\u8f83\u9ad8\u7cbe\u5ea6\uff0c\u4f46\u5bf9\u4e8e\u590d\u6742\u7684\u6c7d\u8f66\u56fe\u50cf\uff0c\u9700\u8981\u901a\u8fc7\u5faa\u73af\u4f18\u5316\u8fdb\u4e00\u6b65\u63d0\u5347\u7cbe\u5ea6\u3002\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u672c\u6587\u7684\u65b9\u6cd5\u5728\u7f16\u8f91\u5bf9\u8c61\u7684\u5916\u89c2\u3001\u5f62\u72b6\u3001\u80cc\u666f\u548c\u76f8\u673a\u59ff\u6001\u7b49\u65b9\u9762\u8868\u73b0\u4f18\u5f02\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"http:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/5-1.png\"><img loading=\"lazy\" width=\"1024\" height=\"243\" src=\"http:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/5-1-1024x243.png\" alt=\"\" class=\"wp-image-2209\" srcset=\"https:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/5-1-1024x243.png 1024w, https:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/5-1-300x71.png 300w, https:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/5-1-768x182.png 768w, https:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/5-1-1536x364.png 1536w, https:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/5-1-2048x486.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"http:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/6-1.png\"><img loading=\"lazy\" width=\"1024\" height=\"232\" src=\"http:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/6-1-1024x232.png\" alt=\"\" class=\"wp-image-2218\" srcset=\"https:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/6-1-1024x232.png 1024w, https:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/6-1-300x68.png 300w, https:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/6-1-768x174.png 768w, https:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/6-1-1536x349.png 1536w, https:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/6-1-2048x465.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p><strong>\u4e0e\u57fa\u51c6\u65b9\u6cd5\u7684\u6bd4\u8f83&nbsp;&nbsp; <\/strong>\u4f5c\u8005\u5c063D-GOI\u4e0e\u73b0\u6709\u76842D\u548c3D GAN\u9006\u5411\u65b9\u6cd5\u8fdb\u884c\u4e86\u5b9a\u91cf\u548c\u5b9a\u6027\u6bd4\u8f83\uff0c\u5305\u62ec e4e\u3001pSp\u3001TriplaneNet \u548c E3DGE 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1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p><strong>\u6d88\u878d\u5b9e\u9a8c&nbsp;&nbsp; <\/strong>\u4e3a\u4e86\u9a8c\u8bc1\u6bcf\u4e2a\u6a21\u5757\u5bf9\u6574\u4f53\u6027\u80fd\u7684\u8d21\u732e\uff0c\u4f5c\u8005\u5bf9\u795e\u7ecf\u53cd\u8f6c\u7f16\u7801\u5668\u548c\u5faa\u73af\u4f18\u5316\u7b97\u6cd5\u8fdb\u884c\u4e86\u6d88\u878d\u5b9e\u9a8c\u3002\u7ed3\u679c\u5982\u4e0b\u8868\u7684\u5de6\u4fa7\u663e\u793a\uff0cNIB\uff08\u795e\u7ecf\u53cd\u8f6c\u6a21\u5757\uff09\u548cMLP\uff08\u591a\u5c42\u611f\u77e5\u673a\uff09\u7ed3\u6784\u663e\u8457\u63d0\u5347\u4e86\u4ee3\u7801\u9884\u6d4b\u7684\u51c6\u786e\u6027\u3002\u4e0b\u8868\u7684\u53f3\u4fa7\u53ef\u89c13D-GOI\u7684\u8f6e\u8be2\u4f18\u5316\u7b97\u6cd5\u5728\u6240\u6709\u6307\u6807\u4e0a\u5747\u4f18\u4e8e\u56fa\u5b9a\u987a\u5e8f\u7684\u7b97\u6cd5\uff0c\u8868\u660e\u5176\u5728\u4f18\u5316\u590d\u6742\u573a\u666f\u4e2d\u7684\u4f18\u52bf\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"http:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/8-1.png\"><img loading=\"lazy\" width=\"1024\" height=\"222\" src=\"http:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/8-1-1024x222.png\" alt=\"\" class=\"wp-image-2220\" srcset=\"https:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/8-1-1024x222.png 1024w, https:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/8-1-300x65.png 300w, https:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/8-1-768x166.png 768w, https:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/8-1-1536x333.png 1536w, https:\/\/dspace.ustc.edu.cn\/wp-content\/uploads\/2024\/12\/8-1.png 1850w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p>[1] Niemeyer, M., Geiger, A.: Giraffe: Representing scenes as compositional generative neural feature fields. 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