{"id":40073,"date":"2025-04-12T00:02:46","date_gmt":"2025-04-11T16:02:46","guid":{"rendered":"https:\/\/17aitech.com\/?p=40073"},"modified":"2025-04-12T00:02:46","modified_gmt":"2025-04-11T16:02:46","slug":"ic-light%e7%9a%84%e8%a7%86%e9%a2%91%e7%89%88%e6%9c%ac%e6%9d%a5%e4%ba%86%ef%bc%8crelightvid%ef%bc%9a%e5%bc%ba%e5%85%89%e5%8a%a8%e6%80%81%e7%8e%af%e5%a2%83%e4%b8%8b%e7%9a%84%e8%a7%86%e9%a2%91%e5%85%89","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=40073","title":{"rendered":"IC-Light\u7684\u89c6\u9891\u7248\u672c\u6765\u4e86\uff0cRelightVid\uff1a\u5f3a\u5149\u52a8\u6001\u73af\u5883\u4e0b\u7684\u89c6\u9891\u5149\u7167\u7f16\u8f91\u795e\u5668"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-04-11-4\" target=\"_blank\">IC-Light\u7684\u89c6\u9891\u7248\u672c\u6765\u4e86\uff0cRelightVid\uff1a\u5f3a\u5149\u52a8\u6001\u73af\u5883\u4e0b\u7684\u89c6\u9891\u5149\u7167\u7f16\u8f91\u795e\u5668<\/a><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-aa56e64c7a8bdded54a1253dc30ac0f6.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-aa56e64c7a8bdded54a1253dc30ac0f6.png\"><\/a><\/p>\n<p>\u5927\u5bb6\u8fd8\u8bb0\u5f97\u90a3\u4e2a ICLR 2025 \u9996\u6b21\u6ee1\u5206\u63a5\u6536\u3001\u5f7b\u5e95\u98a0\u8986\u9759\u6001\u56fe\u50cf\u5149\u7167\u7f16\u8f91\u7684\u5de5\u4f5c IC-Light \u5417\uff1f<\/p>\n<p>\u4eca\u5929\uff0c\u6765\u81ea\u590d\u65e6\u5927\u5b66\u3001\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u3001\u6d59\u6c5f\u5927\u5b66\u3001\u65af\u5766\u798f\u5927\u5b66\u7b49\u673a\u6784\u7684\u5b66\u8005\u4eec\u6b63\u5f0f\u5ba3\u5e03\uff1aIC-Light \u7684<strong>\u89c6\u9891\u7248\u672c\u6765\u4e86\u2014\u2014RelightVid\uff01<\/strong><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-cb9dcf94d435732521bd717e3656cd1c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-cb9dcf94d435732521bd717e3656cd1c.png\"><\/a><\/section>\n<ul>\n<li>\n<p>\u8bba\u6587\u6807\u9898\uff1aRelightVid: Temporal-Consistent Diffusion Model for Video Relighting<\/p>\n<\/li>\n<li>\n<p>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/pdf\/2501.16330<\/p>\n<\/li>\n<li>\n<p>\u9879\u76ee\u5730\u5740\uff1ahttps:\/\/aleafy.github.io\/relightvid\/<\/p>\n<\/li>\n<li>\n<p>Code: https:\/\/github.com\/Aleafy\/RelightVid<\/p>\n<\/li>\n<\/ul>\n<p>\u5728\u89c6\u9891\u52a8\u6001\u73af\u5883\u4e0b\u5b9e\u73b0\u65f6\u5e8f\u4e00\u81f4\u3001\u5149\u5f71\u771f\u5b9e\u3001\u652f\u6301\u5f3a\u5149\u52a8\u6001\u573a\u666f\u7684\u9ad8\u8d28\u91cf\u89c6\u9891\u5149\u7167\u7f16\u8f91\uff0c\u5f7b\u5e95\u6253\u5f00\u4e0b\u4e00\u4ee3\u89c6\u9891\u91cd\u5149\u7167\u7684\u65b0\u7bc7\u7ae0\uff01<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-5d35d8ea649d27e67ebe3a75e91e53b6.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-5d35d8ea649d27e67ebe3a75e91e53b6.png\"><\/a><\/section>\n<p><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 1. RelightVid \u6846\u67b6\u7ed3\u6784\u56fe\uff0c\u4ece\u80cc\u666f\u5408\u6210\u3001\u5149\u7167\u6ce8\u5165\u5230\u6700\u7ec8\u7f16\u8f91\uff0c\u5168\u9762\u652f\u6301\u9ad8\u8d28\u91cf\u5149\u5f71\u4e00\u81f4\u6027\u89c6\u9891\u91cd\u5149\u7167<\/sup><\/p>\n<p><strong>RelightVid \u6709\u4f55\u7a81\u7834\uff1f<\/strong><\/p>\n<p>\u5728 Relight Your Images \u9759\u6001\u56fe\u50cf\u7248\u672c\u4e2d\uff0c\u4f5c\u8005\u63d0\u51fa\u4e86\u901a\u8fc7\u6761\u4ef6\u63a7\u5236\u65b9\u5f0f\u5b9e\u73b0\u7075\u6d3b\u5149\u7167\u98ce\u683c\u8fc1\u79fb\u7684\u9769\u547d\u6027\u65b9\u6cd5\u3002\u800c\u8fd9\u6b21\uff0c\u56e2\u961f\u5c06\u76ee\u5149\u7784\u51c6\u66f4\u5177\u6311\u6218\u6027\u7684\u76ee\u6807\u2014\u2014<strong>\u89c6\u9891\u5149\u7167\u7f16\u8f91<\/strong>\u3002<\/p>\n<p>\u8fd9\u4e0d\u518d\u662f\u9010\u5e27\u64cd\u4f5c\uff0c\u800c\u662f\u8981\u5728\u771f\u5b9e\u7684\u89c6\u9891\u4e2d\u4fdd\u6301\u5149\u7167\u968f\u65f6\u95f4\u8fde\u7eed\u53d8\u5316\u7684<strong>\u65f6\u5e8f\u4e00\u81f4\u6027<\/strong>\uff0c\u8fd8\u539f\u81ea\u7136\u771f\u5b9e\u7684\u7269\u7406\u5149\u5f71\u903b\u8f91\u3002<\/p>\n<p><strong>RelightVid <\/strong>\u9996\u6b21\u5b9e\u73b0\u4e86\u5728\u5f3a\u52a8\u6001\u5149\u7167\u6761\u4ef6\u4e0b\u7684\u957f\u89c6\u9891\u7f16\u8f91\uff0c\u4e0d\u4ec5\u652f\u6301\u6587\u5b57\u63cf\u8ff0\u7684\u5149\u7167\u98ce\u683c\u63a7\u5236\uff0c\u8fd8\u517c\u5bb9\u53c2\u8003\u89c6\u9891\u80cc\u666f\/\u5149\u6e90\u56fe\u50cf\u3002\u6700\u7ec8\u8f93\u51fa\u7684\u89c6\u9891\u5728\u4fdd\u6301\u5185\u5bb9\u4e0d\u53d8\u7684\u540c\u65f6\uff0c\u5b9e\u73b0\u4e86\u5149\u7167\u7684\u7edf\u4e00\u91cd\u6784\u548c\u6d41\u7545\u8fc7\u6e21\u3002<\/p>\n<p><strong>\u4ece\u56fe\u50cf\u5230\u89c6\u9891\uff1a\u5149\u7167\u7f16\u8f91\u7684\u8d28\u53d8\u98de\u8dc3<\/strong><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-b833c7876983ae7b4c787d2249b004ed.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-b833c7876983ae7b4c787d2249b004ed.png\"><\/a><\/section>\n<p><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe 2. RelightVid \u6846\u67b6\u7ed3\u6784\u56fe\uff0c\u4ece\u80cc\u666f\u5408\u6210\u3001\u5149\u7167\u6ce8\u5165\u5230\u6700\u7ec8\u7f16\u8f91\uff0c\u5168\u9762\u652f\u6301\u9ad8\u8d28\u91cf\u5149\u5f71\u4e00\u81f4\u6027\u89c6\u9891\u91cd\u5149\u7167<\/sup><\/p>\n<p><strong>RelightVid <\/strong>\u5c55\u793a\u4e86\u5982\u4f55\u5728\u56fe\u50cf\u5c42\u9762\u5b9e\u73b0\u4efb\u610f\u5149\u7167\u63a7\u5236\uff0c\u4f46\u5f53\u573a\u666f\u6362\u6210\u89c6\u9891\u540e\uff0c\u65b0\u7684\u6311\u6218\u6251\u9762\u800c\u6765\uff1a<\/p>\n<p><strong>\u65f6\u95f4\u4e00\u81f4\u6027<\/strong>\uff1a\u9010\u5e27\u7f16\u8f91\u5f88\u5bb9\u6613\u51fa\u73b0\u5149\u5f71\u8df3\u53d8\u3001\u8fb9\u754c\u95ea\u70c1\u7b49\u95ee\u9898<\/p>\n<p><strong>\u5f3a\u5149\u6e90\u5efa\u6a21<\/strong>\uff1aKTV\u3001\u821e\u53f0\u706f\u3001\u57ce\u5e02\u9713\u8679\u706f\u7b49\u9ad8\u52a8\u6001\u5f3a\u5149\u73af\u5883\uff0c\u4f20\u7edf\u65b9\u6cd5\u65e0\u6cd5\u771f\u5b9e\u8fd8\u539f<\/p>\n<p><strong>\u7ec6\u8282\u4fdd\u6301 vs \u5149\u7167\u8fc1\u79fb\u7684\u5e73\u8861<\/strong>\uff1a\u9700\u8981\u5728\u4fdd\u6301\u539f\u89c6\u9891\u5185\u5bb9\u7684\u524d\u63d0\u4e0b\uff0c\u5f15\u5165\u5408\u7406\u7684\u5149\u7167\u53d8\u5316<\/p>\n<p>\u4e3a\u6b64\uff0c<strong>RelightVid <\/strong>\u63d0\u51fa\u4e86 <strong>Reference-to-Video \u5149\u7167\u6ce8\u5165\u6846\u67b6<\/strong>\uff0c\u7ed3\u5408\u5408\u6210\u80cc\u666f\u751f\u6210\u548c\u53cc\u5206\u652f\u524d\u666f\u7f16\u8f91\u7f51\u7edc\uff0c\u6784\u5efa\u5168\u65b0\u7684\u89c6\u9891\u7ea7\u5149\u7167\u7f16\u8f91\u6d41\u7a0b\u3002<\/p>\n<p><strong>\u6280\u672f\u4eae\u70b9\u62a2\u5148\u770b\uff01<\/strong><\/p>\n<p><strong>Dual-Branch Architecture<\/strong>\uff1a\u5c06\u524d\u666f\u548c\u80cc\u666f\u89e3\u8026\u5904\u7406\uff0c\u524d\u666f\u4fdd\u6301\u7ed3\u6784\u7a33\u5b9a\uff0c\u80cc\u666f\u7075\u6d3b\u54cd\u5e94\u5149\u7167\u53d8\u5316\uff0c\u4ece\u800c\u6709\u6548\u907f\u514d\u4f2a\u5f71\u548c\u5931\u771f\u3002<\/p>\n<p><strong>Reference-based Illumination Injection<\/strong>\uff1a\u652f\u6301\u901a\u8fc7\u9759\u6001\u56fe\u50cf\u3001\u63cf\u8ff0\u6587\u5b57\u3001\u751a\u81f3\u53c2\u8003\u89c6\u9891\uff0c\u5b9e\u73b0\u591a\u6a21\u6001\u5149\u7167\u98ce\u683c\u63a7\u5236\u3002<\/p>\n<p><strong>Temporal-aware Editing Strategy<\/strong>\uff1a\u5f15\u5165\u65f6\u5e8f\u5efa\u6a21\u6a21\u5757\uff0c\u5bf9\u5e27\u95f4\u5173\u7cfb\u8fdb\u884c\u5b66\u4e60\uff0c\u4f7f\u5f97\u8f93\u51fa\u89c6\u9891\u5728\u5149\u7167\u53d8\u5316\u4e2d\u4fdd\u6301\u8fde\u8d2f\u6027\u548c\u81ea\u7136\u6027\u3002<\/p>\n<p>\u652f\u6301\u771f\u5b9e+\u5408\u6210\u6df7\u5408\u8f93\u5165\uff1aRelight a Video \u4e0d\u4f9d\u8d56\u4e8e\u5b9e\u9a8c\u5ba4\u6761\u4ef6\u6784\u5efa\u7684\u6570\u636e\u96c6\uff0c\u800c\u662f\u80fd\u4ece\u771f\u5b9e\u89c6\u9891+\u5408\u6210\u53c2\u8003\u4e2d\u5b66\u4e60\u5f3a\u6cdb\u5316\u80fd\u529b\u3002<\/p>\n<p><strong>\u5b9e\u9a8c\u7ed3\u679c\u9707\u64bc\u5168\u573a\uff01<\/strong><\/p>\n<p><strong>RelightVid <\/strong>\u5728\u591a\u4e2a\u771f\u5b9e+\u5408\u6210\u89c6\u9891\u6570\u636e\u96c6\u4e0a\u8fdb\u884c\u4e86\u7cfb\u7edf\u6d4b\u8bd5\uff0c\u8986\u76d6\u4e86\u57ce\u5e02\u591c\u666f\u3001KTV \u821e\u53f0\u3001\u6237\u5916\u706f\u5149\u7b49\u591a\u4e2a\u5f3a\u52a8\u6001\u5149\u6e90\u73af\u5883\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-c42a9fe06a6cfa7ce5cb903e44ecb563.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-c42a9fe06a6cfa7ce5cb903e44ecb563.png\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-ae2c09bbac396995f7c97626b78e8a53.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-ae2c09bbac396995f7c97626b78e8a53.png\"><\/a><\/section>\n<p><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 3. RelightVid \u5b9e\u9a8c\u6548\u679c<\/sup><\/p>\n<p>\u901a\u8fc7\u4e0e\u56fe\u50cf\u9010\u5e27\u65b9\u6cd5\u3001video editing \u7b49 baseline \u65b9\u6cd5\u6bd4\u8f83\uff0c<strong>RelightVid <\/strong>\u5728\u4fdd\u6301\u89c6\u9891\u5185\u5bb9\u8fde\u8d2f\u6027\u7684\u540c\u65f6\uff0c\u5b9e\u73b0\u4e86\u66f4\u52a0\u771f\u5b9e\u3001\u81ea\u7136\u7684\u5149\u7167\u53d8\u5316\u3002<\/p>\n<p>\u56fe 3 \u53f3\u56fe\u5c55\u793a\u4e86\u5728\u57ce\u5e02\u591c\u666f\u573a\u666f\u4e0b\uff0c\u8f93\u5165\u539f\u89c6\u9891\u3001\u53c2\u8003\u9713\u8679\u706f\u56fe\u50cf\u540e\uff0cRelight a Video \u80fd\u591f\u7cbe\u786e\u6a21\u62df\u51fa\u9713\u8679\u53cd\u5149\u3001\u6c34\u9762\u6295\u5f71\u7b49\u590d\u6742\u5149\u5f71\u73b0\u8c61\uff0c\u89c6\u89c9\u6548\u679c\u6781\u4e3a\u9707\u64bc\u3002<\/p>\n<p><strong>\u6784\u5efa\u5168\u65b0\u5149\u7167\u89c6\u9891\u7f16\u8f91\u57fa\u51c6\u6570\u636e\u96c6\uff01<\/strong><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-37ce3a6d701e873f8243fa2ebe15da53.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-37ce3a6d701e873f8243fa2ebe15da53.png\"><\/a><\/section>\n<p><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe 4 LightAtlas \u6570\u636e\u96c6\u6784\u5efa\u8fc7\u7a0b<\/sup><\/p>\n<p>\u4e3a\u4e86\u652f\u6301\u8fd9\u4e00\u4efb\u52a1\u7684\u8bc4\u4f30\uff0c\u4f5c\u8005\u6784\u5efa\u4e86\u4e00\u4e2a\u878d\u5408\u771f\u5b9e\u4e0e\u5408\u6210\u573a\u666f\u7684\u9ad8\u8d28\u91cf benchmark\uff0cLightAtlas \u5305\u62ec\uff1a<\/p>\n<ul>\n<li>\n<p>\u591a\u79cd\u7c7b\u578b\u7684\u53c2\u8003\u5149\u6e90\uff08\u56fe\u50cf\/\u89c6\u9891\/\u6587\u672c\uff09<\/p>\n<\/li>\n<li>\n<p>\u8d85\u8fc7\u767e\u6bb5\u6765\u81ea\u771f\u5b9e\u4e16\u754c\u573a\u666f\u7684\u52a8\u6001\u89c6\u9891<\/p>\n<\/li>\n<li>\n<p>\u957f\u8fbe\u00a010\u00a0\u79d2\u4ee5\u4e0a\u7684\u9ad8\u65f6\u5e8f\u8fde\u7eed\u6027<\/p>\n<\/li>\n<li>\n<p>\u5e76\u914d\u5957\u8bbe\u8ba1\u4e86\u5149\u7167\u8d28\u91cf\u3001\u5185\u5bb9\u4fdd\u6301\u5ea6\u3001\u65f6\u95f4\u7a33\u5b9a\u6027\u7b49\u591a\u7ef4\u5ea6\u6307\u6807\uff0c\u7528\u4e8e\u5168\u9762\u8bc4\u4f30\u89c6\u9891 relighting \u6548\u679c\u3002<\/p>\n<\/li>\n<\/ul>\n<p><strong>Relight a Video \u6b63\u5f0f\u5f00\u6e90\uff01\u5feb\u6765\u4e00\u8d77 relight the world\uff01<\/strong><\/p>\n<p>Relight a Video \u5df2\u5168\u9762\u5f00\u6e90\uff0c\u9879\u76ee\u4e3b\u9875\u63d0\u4f9b\u4e86\u8be6\u7ec6\u7684\u6a21\u578b\u7ed3\u6784\u3001\u63a8\u7406\u811a\u672c\u3001demo 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