{"id":412,"date":"2025-11-10T10:27:59","date_gmt":"2025-11-10T02:27:59","guid":{"rendered":"https:\/\/www.lksy.cloud\/blog\/?p=412"},"modified":"2026-01-04T17:10:43","modified_gmt":"2026-01-04T09:10:43","slug":"mit-engineering-students-restoration-of-a-600-year-old-oil-painting-was-published-in-nature","status":"publish","type":"post","link":"https:\/\/www.lksy.cloud\/blog\/mit-engineering-students-restoration-of-a-600-year-old-oil-painting-was-published-in-nature\/","title":{"rendered":"MIT\u7406\u5de5\u751f\u4fee\u590d600\u5e74\u6cb9\u753b\uff0c\u4ec5\u75283.5\u5c0f\u65f6\uff0c\u72ec\u4f5c\u8bba\u6587\u767b\u4e0a\u300aNature\u300b\uff01"},"content":{"rendered":"\r\n<p>2025\u5e746\u6708\uff0c\u4e00\u6761\u79d1\u6280\u4e0e\u827a\u672f\u4ea4\u6c47\u7684\u65b0\u95fb\u767b\u4e0a\u4e86\u5404\u5927\u79d1\u6280\u4e0e\u5b66\u672f\u5a92\u4f53\u7684\u5934\u6761\uff1a<\/p>\r\n\r\n\r\n\r\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone 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Kachkine\uff1f\u4ece\u5de5\u7a0b\u5b9e\u9a8c\u5ba4\u5230<\/strong><strong>\u753b\u4f5c\u4fee\u590d\u7684\u201c\u8de8\u754c\u201d\u7814\u7a76\u8005<\/strong><\/p>\r\n\r\n\r\n\r\n\r\n\r\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-416\" src=\"https:\/\/www.lksy.cloud\/blog\/wp-content\/uploads\/2025\/11\/image-12-1024x642.png\" alt=\"\u4e3a\u4ec0\u4e48\u8bf4\u201c\u7f3a\u635f\u8d8a\u591a\uff0c\u65b0\u65b9\u6cd5\u8d8a\u6709\u6548\u201d\uff1f\" width=\"1024\" height=\"642\" srcset=\"https:\/\/www.lksy.cloud\/blog\/wp-content\/uploads\/2025\/11\/image-12-1024x642.png 1024w, https:\/\/www.lksy.cloud\/blog\/wp-content\/uploads\/2025\/11\/image-12-300x188.png 300w, https:\/\/www.lksy.cloud\/blog\/wp-content\/uploads\/2025\/11\/image-12-768x481.png 768w, https:\/\/www.lksy.cloud\/blog\/wp-content\/uploads\/2025\/11\/image-12.png 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\r\n\r\n\r\n\r\n<p>Alex\u51fa\u751f\u4e8e\u4e00\u4e2a\u201c\u5de5\u7a0b\u4e16\u5bb6\u201d\u2014\u2014<\/p>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li>\u66fe\u7956\u7236\u662f\u6865\u6881\u5de5\u7a0b\u5e08\uff1b<\/li>\r\n\r\n\r\n\r\n<li>\u7956\u6bcd\u66fe\u4e3a\u82cf\u8054\u6218\u6597\u673a\u5f00\u53d1\u81ea\u52a8\u9a7e\u9a76\u7cfb\u7edf\uff1b<\/li>\r\n\r\n\r\n\r\n<li>\u7236\u6bcd\u4e5f\u90fd\u62e5\u6709\u5de5\u7a0b\u80cc\u666f\u3002<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n<p>\u201c\u8ffd\u968f\u5bb6\u65cf\u811a\u6b65\u201d\uff0c\u6210\u4e3a\u4ed6\u8d70\u4e0a\u5de5\u7a0b\u4e4b\u8def\u7684\u81ea\u7136\u9009\u62e9\u3002<\/p>\r\n\r\n\r\n\r\n<p>\u5728\u9ad8\u4e2d\u9636\u6bb5\uff0c\u4ed6\u53c2\u52a0\u4e86\u5fb7\u514b\u8428\u65af\u5965\u65af\u6c40\u793e\u533a\u5b66\u9662\u63d0\u4f9b\u7684\u751f\u7269\u6280\u672f\u5148\u4fee\u8bfe\u7a0b\uff0c\u7531\u6b64\u7ed3\u8bc6\u4e86\u751f\u6daf\u4e2d\u7684\u7b2c\u4e00\u4f4d\u5bfc\u5e08\u2014\u2014Joseph Oleniczak\u3002<\/p>\r\n\r\n\r\n\r\n<p>\u540e\u6765\uff0c\u4ed6\u8fdb\u5165<strong>\u5fb7\u514b\u8428\u65af\u5927\u5b66\u5965\u65af\u6c40\u5206\u6821\u653b\u8bfb\u673a\u68b0\u5de5\u7a0b\u548c\u7ecf\u6d4e\u5b66\u53cc\u5b66\u4f4d<\/strong>\uff0c\u5e76\u5728\u672c\u79d1\u671f\u95f4\u4e0e\u5bfc\u5e08\u8054\u5408\u7814\u53d1\u4e86\u4e00\u6b3e\u75c5\u6bd2\u68c0\u6d4b\u8bbe\u5907\uff0c\u751a\u81f3\u4e00\u8d77\u521b\u529e\u4e86\u516c\u53f8\uff08GeneTiger\uff09\u3002<\/p>\r\n\r\n\r\n\r\n<p>\u672c\u79d1\u6bd5\u4e1a\u540e\uff0cAlex\u66fe\u6253\u7b97\u76f4\u63a5\u5c31\u4e1a\uff0c\u4f46\u591a\u6b21\u6c42\u804c\u53d1\u73b0\u201c\u7855\u58eb\u8d77\u6b65\u201d\u7684\u9650\u5236\u592a\u666e\u904d\uff0c\u4e8e\u662f\u8f6c\u5411\u7ee7\u7eed\u6df1\u9020\uff0c\u52a0\u5165\u4e86MIT\u5fae\u7cfb\u7edf\u5de5\u7a0b\u5b9e\u9a8c\u5ba4\u3002<\/p>\r\n\r\n\r\n\r\n<p>\u5728MIT\uff0c\u4ed6\u4e0d\u4ec5\u53c2\u4e0e\u5de5\u7a0b\u7814\u53d1\uff0c\u8fd8\u72ec\u7acb\u64b0\u5199\u8bba\u6587\uff0c\u89e3\u51b3\u4e86\u8d28\u8c31\u4eea\u79bb\u5b50\u6e90\u957f\u671f\u5b58\u5728\u7684\u6548\u7387\u95ee\u9898\u3002\u8fd9\u7bc7\u8bba\u6587\u4e0d\u4ec5\u5165\u9009IEEE\u9876\u4f1a\uff0c\u8fd8\u5bf9\u5b9e\u9a8c\u5ba4\u540e\u7eed\u8bbe\u5907\u5347\u7ea7\u8d77\u5230\u4e86\u5173\u952e\u4f5c\u7528\u3002<\/p>\r\n\r\n\r\n\r\n<p>\u8fd9\u6bb5\u7ecf\u5386\u8ba9Alex\u79ef\u7d2f\u4e86<strong>\u4ece\u53d1\u73b0\u95ee\u9898\u3001\u63d0\u51fa\u5047\u8bbe\u3001\u5efa\u6a21\u5206\u6790\u3001\u5b9e\u9a8c\u9a8c\u8bc1\u5230\u6210\u679c\u843d\u5730<\/strong>\u7684\u4e00\u6574\u5957\u79d1\u7814\u80fd\u529b\uff0c\u4e5f\u4e3a\u4ed6\u540e\u7eed\u8d70\u5165\u827a\u672f\u4fee\u590d\u9886\u57df\u5960\u5b9a\u4e86\u57fa\u7840\u3002<\/p>\r\n\r\n\r\n\r\n<h2><strong>04\u827a\u672f\u542f\u8499\uff0c\u6e90\u81ea\u7ae5\u5e74\u4e00\u6b21\u201c\u5c55\u89c8\u4e4b\u65c5\u201d<\/strong><\/h2>\r\n\r\n\r\n\r\n<p>\u867d\u7136Alex\u7684\u5b66\u672f\u8f68\u8ff9\u662f\u5de5\u7a0b\uff0c\u4f46\u4ed6\u5bf9\u827a\u672f\u7684\u70ed\u7231\u6e90\u8fdc\u6d41\u957f\u3002<\/p>\r\n\r\n\r\n\r\n<p>\u5c0f\u65f6\u5019\uff0c\u4ed6\u968f\u5b66\u6821\u53c2\u89c2\u4e86\u5fb7\u5dde\u5723\u5b89\u4e1c\u5c3c\u5965\u5e02\u7684\u9ea6\u514b\u5948\u827a\u672f\u535a\u7269\u9986\u3002\u5f53\u5bfc\u89c8\u5458\u5c55\u793a\u6cd5\u56fd\u5370\u8c61\u6d3e\u753b\u5bb6\u96f7\u8bfa\u963f\u7684\u4e00\u5e45\u6d77\u666f\u753b\u65f6\uff0c\u4ed6\u88ab\u6df1\u6df1\u5438\u5f15\u3002<\/p>\r\n\r\n\r\n\r\n<p>\u8fd9\u5e45\u753b\u8fd1\u770b\u6a21\u7cca\uff0c\u8fdc\u770b\u6e05\u6670\u2014\u2014\u8fd9\u79cd\u89c6\u89c9\u4f53\u9a8c\u5e26\u6765\u7684\u9707\u64bc\uff0c\u8ba9\u4ed6\u5bf9\u827a\u672f\u4ea7\u751f\u4e86\u6d53\u539a\u5174\u8da3\u3002<\/p>\r\n\r\n\r\n\r\n<p>\u957f\u5927\u540e\uff0c\u4ed6\u5f00\u59cb\u81ea\u5df1\u6536\u85cf\u753b\u4f5c\uff0c\u867d\u7136\u9884\u7b97\u6709\u9650\uff0c\u5f80\u5f80\u53ea\u80fd\u4e70\u5230\u201c\u6709\u70b9\u95ee\u9898\u201d\u7684\u4f5c\u54c1\u3002\u4e5f\u6b63\u662f\u5728\u4e0d\u65ad\u5c1d\u8bd5\u4fee\u590d\u8fd9\u4e9b\u753b\u4f5c\u7684\u8fc7\u7a0b\u4e2d\uff0c\u4ed6\u5f00\u59cb\u63a2\u7d22\u5982\u4f55\u7528\u5de5\u7a0b\u601d\u7ef4<strong>\u66f4\u9ad8\u6548\u5730\u4fee\u590d\u827a\u672f\u54c1<\/strong>\u3002<\/p>\r\n\r\n\r\n\r\n<p>\u8fd9\u6761\u63a2\u7d22\u4e4b\u8def\uff0c\u6700\u7ec8\u8d70\u8fdb\u4e86\u5b9e\u9a8c\u5ba4\uff0c\u4e5f\u8d70\u8fdb\u4e86\u300aNature\u300b\u3002<\/p>\r\n\r\n\r\n\r\n<h2><strong>05AI\u4e0e\u827a\u672f\u4fee\u590d\uff1a\u4e0d\u4ec5\u662f\u6280\u672f\uff0c\u66f4\u662f\u6587\u5316\u7684\u5ef6\u7eed<\/strong><\/h2>\r\n\r\n\r\n\r\n<p>Alex\u5728\u8bba\u6587\u4e2d\u63d0\u5230\uff1a\u5168\u7403\u5927\u91cf\u53d7\u635f\u753b\u4f5c\uff0c\u957f\u671f\u5c01\u5b58\u4e8e\u4ed3\u5e93\u4e4b\u4e2d\uff0c\u65e0\u6cd5\u5c55\u51fa\uff0c\u4e5f\u7f3a\u4e4f\u4fee\u590d\u9884\u7b97\u548c\u6280\u672f\u3002<\/p>\r\n\r\n\r\n\r\n<p>\u4f20\u7edf\u4fee\u590d\u6d41\u7a0b\u6781\u5176\u7e41\u7410\u4e14\u6602\u8d35\uff0c\u5bfc\u81f4\u8bb8\u591a\u4f5c\u54c1\u957f\u671f\u88ab\u201c\u9057\u5fd8\u201d\u3002\u800c\u4ed6\u6240\u63d0\u51fa\u7684\u65b9\u6cd5\uff0c\u6070\u597d\u89e3\u51b3\u4e86\u51e0\u4e2a\u6838\u5fc3\u95ee\u9898\uff1a<\/p>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li><strong>\u5feb\u901f<\/strong>\uff1a\u5c0f\u65f6\u7ea7\u522b\u5b8c\u6210\u4fee\u590d\uff1b<\/li>\r\n\r\n\r\n\r\n<li><strong>\u4f4e\u6210\u672c<\/strong>\uff1a\u4e0d\u9700\u4eba\u5de5\u624b\u7ed8\u4fee\u8865\uff1b<\/li>\r\n\r\n\r\n\r\n<li><strong>\u4e0d\u4fb5\u5165<\/strong>\uff1a\u539f\u4f5c\u96f6\u635f\u4f24\uff0c\u53ef\u9006\u5904\u7406\uff1b<\/li>\r\n\r\n\r\n\r\n<li><strong>\u53ef\u8ffd\u6eaf<\/strong>\uff1a\u4fee\u590d\u6570\u636e\u5b8c\u6574\u7559\u6863\uff1b<\/li>\r\n\r\n\r\n\r\n<li><strong>\u6613\u63a8\u5e7f<\/strong>\uff1a\u5177\u5907\u6279\u91cf\u5e94\u7528\u7684\u6f5c\u529b\u3002<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n<p>\u5982\u679c\u8fd9\u9879\u6280\u672f\u672a\u6765\u80fd\u591f\u5e7f\u6cdb\u5e94\u7528\uff0c\u66f4\u591a\u88ab\u5c18\u5c01\u7684\u6587\u5316\u9057\u4ea7\u5c06\u6709\u673a\u4f1a\u91cd\u89c1\u5929\u65e5\u3002<\/p>\r\n\r\n\r\n\r\n<h2><strong>06\u72ec\u7acb\u7f72\u540d\uff0c\u767b\u4e0a\u300aNature\u300b\uff1a<\/strong><\/h2>\r\n\r\n\r\n\r\n<p><strong>\u4e00\u4e2a\u79d1\u7814<\/strong><strong>\u6545\u4e8b\u7684\u6700\u597d\u7ed3\u5c3e<\/strong><\/p>\r\n\r\n\r\n\r\n<p>\u4e0e\u8bb8\u591a\u79d1\u7814\u9879\u76ee\u4e0d\u540c\uff0c\u8fd9\u7bc7\u8bba\u6587\u7531Alex\u72ec\u7acb\u5b8c\u6210\u3001\u72ec\u7acb\u7f72\u540d\u3002\u4ed6\u4ece\u7b97\u6cd5\u8bbe\u8ba1\u3001\u5b9e\u9a8c\u6d41\u7a0b\u3001\u56fe\u50cf\u91cd\u5efa\u3001\u906e\u7f69\u6253\u5370\uff0c\u5230\u6700\u7ec8\u6210\u54c1\u5c55\u793a\uff0c\u51e0\u4e4e\u4e00\u4eba\u5b8c\u6210\u6240\u6709\u5de5\u4f5c\u3002<\/p>\r\n\r\n\r\n\r\n<p>\u5728\u4ed6\u7684\u8bba\u6587\u7ed3\u8bed\u4e2d\u5199\u9053\uff1a<\/p>\r\n\r\n\r\n\r\n<p>\u201c\u6211\u5e0c\u671b\u8fd9\u9879\u65b9\u6cd5\u4e0d\u4ec5\u80fd\u4e3a\u827a\u672f\u4fee\u590d\u9886\u57df\u63d0\u4f9b\u65b0\u601d\u8def\uff0c\u4e5f\u80fd\u6fc0\u53d1\u4eba\u4eec\u5728\u5de5\u7a0b\u4e0e\u827a\u672f\u4e4b\u95f4\u5bfb\u627e\u66f4\u591a\u4ea4\u53c9\u70b9\u3002\u201d<\/p>\r\n\r\n\r\n\r\n<p>\u4ed6\u6ca1\u6709\u5c06AI\u4f5c\u4e3a\u827a\u672f\u7684\u66ff\u4ee3\u8005\uff0c\u800c\u662f\u8ba9<strong>AI\u6210\u4e3a\u6587\u5316\u4f20\u627f\u7684\u5de5\u5177<\/strong>\uff0c\u5e2e\u52a9\u6211\u4eec\u7406\u89e3\u8fc7\u53bb\u3001\u4fdd\u62a4\u73b0\u5728\uff0c\u5e76\u5ef6\u7eed\u672a\u6765\u3002<\/p>\r\n\r\n\r\n\r\n<p>Alex Kachkine\u7684\u8fd9\u9879\u7814\u7a76\uff0c\u4e0d\u4ec5\u662f\u4e00\u6b21\u6280\u672f\u521b\u65b0\uff0c\u66f4\u662f\u4e00\u4e2a\u201c\u5de5\u79d1\u751f\u8de8\u754c\u827a\u672f\u201d\u7684\u771f\u5b9e\u6545\u4e8b\u3002\u4ed6\u7528\u5de5\u7a0b\u601d\u7ef4\u89e3\u51b3\u827a\u672f\u96be\u9898\uff0c\u7528AI\u624b\u6bb5\u4fee\u590d\u5386\u53f2\u4f24\u75d5\u3002<\/p>\r\n\r\n\r\n\r\n<p>\u5728\u4e00\u4e2a\u591a\u5b66\u79d1\u4ea4\u6c47\u7684\u65f6\u4ee3\uff0c\u6211\u4eec\u9700\u8981\u7684\u4e0d\u4ec5\u662f\u4e13\u4e1a\u5206\u5de5\uff0c\u66f4\u9700\u8981\u6253\u7834\u8fb9\u754c\u7684\u52c7\u6c14\u3002<\/p>\r\n\r\n\r\n\r\n<p>\u4e5f\u8bb8\uff0c\u8fd9\u6b63\u662f\u672a\u6765\u79d1\u7814\u7684\u65b9\u5411\uff1a<\/p>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li>\u7528\u6280\u672f\u4fdd\u62a4\u827a\u672f\uff1b<\/li>\r\n\r\n\r\n\r\n<li>\u7528AI\u670d\u52a1\u4eba\u6587\uff1b<\/li>\r\n\r\n\r\n\r\n<li>\u7528\u4e00\u5f20\u201c\u900f\u660e\u906e\u7f69\u201d\uff0c\u8fde\u63a5600\u5e74\u524d\u7684\u4e16\u754c\uff0c\u548c\u5f53\u4e0b\u7684\u6211\u4eec\u3002<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n<p><strong>\u5185\u5bb9\u53c2\u8003\uff1a<\/strong><\/p>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li>MIT\u65b0\u95fb\u7a3f\uff1a<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n<p><a href=\"https:\/\/news.mit.edu\/2025\/restoring-damaged-paintings-using-ai-generated-mask-0611\" target=\"_blank\" rel=\"noopener\">https:\/\/news.mit.edu\/2025\/restoring-damaged-paintings-using-ai-generated-mask-0611<\/a><\/p>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li>Nature \u65b0\u95fb\u62a5\u9053\uff1a<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n<p><a href=\"https:\/\/www.nature.com\/articles\/d41586-025-01776-8\" target=\"_blank\" rel=\"noopener\">https:\/\/www.nature.com\/articles\/d41586-025-01776-8<\/a><\/p>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li>Nature \u6b63\u5f0f\u8bba\u6587\uff1a<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n<p><a href=\"https:\/\/www.nature.com\/articles\/s41586-025-09045-4\" target=\"_blank\" rel=\"noopener\">https:\/\/www.nature.com\/articles\/s41586-025-09045-4<\/a><\/p>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li>Alex Kachkine \u4e2a\u4eba\u4e3b\u9875\uff1ahttps:\/\/www.linkedin.com\/in\/alexkashkin\/<\/li>\r\n\r\n\r\n\r\n<li>\u8bba\u6587PDF\u539f\u6587\uff1ahttps:\/\/dspace.mit.edu\/handle\/1721.1\/159269<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n<p>\u65e0\u8bba\u662fAI\u4fee\u590d\u827a\u672f\uff0c\u8fd8\u662f\u79d1\u7814\u8de8\u754c\u521b\u65b0\uff0c\u6211\u4eec\u90fd\u80fd\u770b\u5230\u4e00\u4e2a\u5171\u901a\u8d8b\u52bf\uff1a<strong>\u8fde\u63a5\uff0c\u8ba9\u6559\u80b2\u66f4\u6709\u529b\u91cf<\/strong>\u3002<\/p>\r\n\r\n\r\n\r\n<p><strong>\u9886\u514b\u6570\u4e91\uff5c\u5b66\u751f\u4e0e\u5bfc\u5e08\u7684\u9ad8\u6548\u5bf9\u63a5\u5e73\u53f0<\/strong><\/p>\r\n\r\n\r\n\r\n<p>\u9886\u514b\u6570\u4e91\u662f\u4e00\u4e2a\u94fe\u63a5\u5168\u7403\u5b66\u672f\u8d44\u6e90\u7684\u667a\u80fd\u5e73\u53f0\uff0c\u805a\u5408\u6765\u81ea\u4e16\u754c\u5404\u5730\u7684\u4f18\u8d28\u5bfc\u5e08\uff0c\u5e2e\u52a9\u5b66\u751f\u7cbe\u51c6\u5bf9\u63a5\u81ea\u5df1\u7684\u5b66\u672f\u96be\u9898\u4e0e\u6210\u957f\u8def\u5f84\u3002<\/p>\r\n\r\n\r\n\r\n<p>\u65e0\u8bba\u4f60\u662f\uff1a<\/p>\r\n\r\n\r\n\r\n<ul 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