{"id":39049,"date":"2018-11-26T00:00:43","date_gmt":"2018-11-25T16:00:43","guid":{"rendered":"https:\/\/case.ntu.edu.tw\/blog\/?p=39049"},"modified":"2022-01-04T17:36:45","modified_gmt":"2022-01-04T09:36:45","slug":"%e9%9b%bb%e8%85%a6%e8%a6%96%e8%a6%ba%e9%87%8d%e5%bb%ba%e5%85%89%e7%ba%96%e5%82%b3%e8%bc%b8%e5%bd%b1%e5%83%8f","status":"publish","type":"post","link":"https:\/\/case.ntu.edu.tw\/blog\/?p=39049","title":{"rendered":"\u96fb\u8166\u8996\u89ba\u91cd\u5efa\u5149\u7e96\u50b3\u8f38\u5f71\u50cf"},"content":{"rendered":"<div class=\"single-post-media clr\">\n<div class=\"post-thumbnail\"><img fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/highscope.ch.ntu.edu.tw\/wordpress\/wp-content\/uploads\/2018\/11\/optical-fig0.jpg\" alt=\"\u96fb\u8166\u8996\u89ba\u91cd\u5efa\u5149\u7e96\u50b3\u8f38\u5f71\u50cf\" width=\"500\" height=\"326\" \/><\/div>\n<\/div>\n<div class=\"entry clr\">\n<div class=\"pf-content\">\n<p><strong>\u7de8\u8b6f\uff0f\u53f0\u5927\u8fb2\u85dd \u6797\u91c7\u8431<\/strong><\/p>\n<p><strong>\u5149\u7e96\u50b3\u8f38<\/strong><\/p>\n<p>\u5149\u5c0e\u7e96\u7dad\uff08\u5149\u7e96\uff09\u7531\u73bb\u7483\u6216\u5851\u6599\u88fd\u6210\uff0c\u8cc7\u8a0a\u5728\u5167\u4ee5\u5149\u7684\u5f62\u5f0f\u5168\u53cd\u5c04\u50b3\u8f38\uff0c\u5728\u9577\u8ddd\u96e2\u901a\u8a0a\u4e0a\uff0c\u4fe1\u606f\u8017\u640d\u4f4e\u65bc\u50b3\u7d71\u96fb\u7dda\uff0c\u6545\u4e3b\u8981\u61c9\u7528\u65bc\u8b1b\u7a76\u8a0a\u606f\u54c1\u8cea\u7684\u901a\u8a0a\u7db2\u8def\u6216\u91ab\u7642\u5167\u8996\u93e1\u8a3a\u65b7\u3002\u5047\u82e5\u8981\u589e\u52a0\u5149\u7e96\u7684\u8a0a\u606f\u627f\u8f09\u91cf\uff0c\u5247\u9069\u5408\u63a1\u7528\u591a\u6a21\u5149\u7e96\uff08multi-mode fibers, MMFs\uff09\uff0c\u5176\u6838\u5fc3\u76f4\u5f91\u5927\u65bc\u55ae\u6a21\u5149\u7e96\uff08Single-mode fibers\uff09\uff0c\u4e26\u53ef\u4ee5\u50b3\u8f38\u591a\u7a2e\u6a21\u5f0f\u7684\u5149\uff0c\u6240\u5177\u5099\u7684\u591a\u91cd\u901a\u9053\uff0c\u53ef\u4ee5\u540c\u6642\u50b3\u8f38\u4e0d\u540c\u7684\u4fe1\u606f\u6d41\uff0c\u4f46\u6709\u5169\u500b\u81f4\u547d\u7f3a\u9ede\u3002<\/p>\n<p>\u4e00\u662f\u591a\u6a21\u5149\u7e96\u53ef\u901a\u904e\u7684\u983b\u5bec\u7a84\u65bc\u55ae\u6a21\u5149\u7e96\uff0c\u56e0\u6b64\u50c5\u9069\u5408\u77ed\u8ddd\u96e2\u50b3\u8f38\u3002\u4e8c\u662f\u96a8\u8457\u7e96\u7dad\u8ddd\u96e2\u62c9\u9577\u6216\u662f\u6578\u503c\u5b54\u5f91\uff08numerical aperture\uff09\u589e\u5927\uff0c\u7d93\u591a\u6a21\u5149\u7e96\u50b3\u8f38\u7684\u5f71\u50cf\u8272\u6563\u60c5\u5f62\u66f4\u52a0\u56b4\u91cd\uff0c\u63a5\u6536\u7aef\u6240\u6536\u5230\u7684\u4fe1\u606f\u5931\u771f\uff0c\u5c24\u5176\u300c\u5716\u50cf\u300d\u8a0a\u606f\u9000\u5316\u70ba\u8089\u773c\u7121\u6cd5\u76f4\u63a5\u8fa8\u8b58\u7684\u6591\u9ede\u5716\u6848\u2500\u300c\u6563\u6591\u5716\u300d\uff0c\u5f71\u97ff\u5167\u8996\u93e1\u5716\u50cf\u7684\u5224\u8b80\uff0c\u964d\u4f4e\u91ab\u7642\u8a3a\u65b7\u4e0a\u7684\u6548\u7387\u8207\u6e96\u78ba\u5ea6\u3002<\/p>\n<p>\u520a\u8f09\u65bc\u8457\u540d\u5149\u5b78\u7814\u7a76\u671f\u520a<em>Optica<\/em>\u7684\u8a72\u7bc7\u7814\u7a76\uff0c\u4fbf\u662f\u51fa\u65bc\u4e0a\u8ff0\u56e0\u7d20\uff0c\u5617\u8a66\u4ee5\u6df1\u5ea6\u795e\u7d93\u7db2\u7d61\uff08deep neural networks\uff09\u9084\u539f\u7d93\u591a\u6a21\u5149\u7e96\u50b3\u8f38\u9000\u5316\u70ba\u6591\u9ede\u7684\u5716\u50cf\u8cc7\u8a0a\u3002\u7814\u7a76\u4ee5\u624b\u5beb\u6578\u5b57\u70ba\u4f8b\uff0c\u8a13\u7df4\u6a5f\u5668\u7531\u6563\u6591\u5716\u8fa8\u8b58\u51fa\u539f\u5148\u7684\u6578\u5b57\u3002\u9664\u53ef\u6539\u5584\u91ab\u7642\u5167\u8996\u93e1\u6210\u50cf\uff0c\u5354\u52a9\u91ab\u7642\u4eba\u54e1\u78ba\u5be6\u638c\u63e1\u5f71\u50cf\u4e2d\u6240\u5448\u73fe\u7684\u751f\u7406\u7d50\u69cb\uff0c\u66f4\u53ef\u589e\u52a0\u5149\u7e96\u50b3\u8f38\u7684\u4fe1\u606f\u91cf\u8207\u5149\u529f\u7387\u3002<\/p>\n<p>\u4f86\u81ea\u745e\u58eb\u6d1b\u6851\u806f\u90a6\u7406\u5de5\u5b78\u9662\uff0c\u4e3b\u5c0e\u8a72\u7814\u7a76\u7684Demetri Psaltis\u8aaa\uff1a\u300c\u6211\u5011\u4f7f\u7528\u6df1\u5ea6\u795e\u7d93\u7db2\u7d61\u67b6\u69cb\u5f9e\u5149\u7e96\u7684\u6df7\u4e82\u8f38\u51fa\u8a0a\u606f\u4e2d\u89e3\u6790\u56de\u8f38\u5165\u5716\u50cf\u3002\u6211\u5011\u8b49\u660e\uff1a\u5c0d\u65bc\u9577\u90541\u516c\u91cc\u7684\u7e96\u7dad\u4f86\u8aaa\uff0c\u9019\u662f\u53ef\u80fd\u767c\u751f\u7684\uff01\u300d\u4ed6\u5011\u5275\u9020\u4e86\u4e00\u500b\u65b0\u7684\u91cc\u7a0b\u7891\uff0c\u6253\u7834\u591a\u6a21\u5149\u7e96\u5148\u5929\u4e0a\u7684\u8ddd\u96e2\u9650\u5236\uff0c\u5f9e\u6a21\u7cca\u4e2d\u627e\u51fa\u898f\u5f8b\uff0c\u63d0\u5347\u591a\u6a21\u5149\u7e96\u5728\u5f71\u50cf\u50b3\u8f38\u61c9\u7528\u4e0a\u7684\u53ef\u9760\u6027\u3002<\/p>\n<p><strong>\u89e3\u6790\u6a21\u7cca\u5716\u50cf<\/strong><\/p>\n<div id=\"attachment_79850\" class=\"wp-caption alignnone\"><img decoding=\"async\" class=\"size-full wp-image-79850\" src=\"https:\/\/highscope.ch.ntu.edu.tw\/wordpress\/wp-content\/uploads\/2018\/11\/optical-fig1.jpg\" alt=\"\" width=\"1438\" height=\"932\" \/><\/p>\n<p class=\"wp-caption-text\">\u5716\u4e00\u3001\u5be6\u9a57\u88dd\u7f6e\uff08Navid et al, 2018\uff09<\/p>\n<\/div>\n<p>\u7814\u7a76\u5718\u968a\u67b6\u8a2d\u4e86\u4e00\u500b\u591a\u6a21\u5149\u7e96\u7684\u50b3\u8f38\u7cfb\u7d71\uff0c\u4ee5\u96f7\u5c04\u5149\u6e90\u7167\u4eae\u6578\u5b57\u5716\u50cf\u4f5c\u70ba\u7cfb\u7d71\u8f38\u5165\u7aef\uff0c\u7d93\u904e\u591a\u500b\u93e1\u7247\u3001\u5149\u7e96\u5f8c\u6620\u7167\u5728CCD\u611f\u5149\u8026\u5408\u5143\u4ef6\uff0c\u5f9e\u985e\u6bd4\u8a0a\u865f\u8f49\u70ba\u6578\u4f4d\u8a0a\u865f\uff0c\u518d\u5f9e\u6578\u4f4d\u5716\u50cf\u53bb\u89e3\u8b80\u6578\u5b57\u3001\u91cd\u5efa\u539f\u59cb\u5716\u50cf\uff0c\u4e26\u9a57\u8b49\u7db2\u7d61\u6a21\u578b\u7684\u5206\u985e\u6b63\u78ba\u7387\u3002\u540c\u6642\uff0c\u5728\u7cfb\u7d71\u4e4b\u4e2d\u88dd\u8a2d\u4e00\u500b\u7a7a\u9593\u5149\u8abf\u5236\u5668\uff08spatial light modulator\uff0cSLM\uff09\uff0c\u7528\u4ee5\u8abf\u6574\u5149\u6e90\u7684\u632f\u5e45\u53ca\u76f8\u4f4d\uff0c\u6e2c\u8a66\u6b64\u5169\u7a2e\u8b8a\u5316\u7d93\u904e\u5149\u7e96\u8f38\u51fa\u5f8c\u662f\u5426\u5c0d\u5224\u5225\u7d50\u679c\u6709\u5f71\u97ff\u3002<\/p>\n<p>\u7814\u7a76\u4eba\u54e1\u4f7f\u7528\u9ad8\u9054\u5169\u842c\u500b0\u52309\u7684\u624b\u5beb\u6578\u5b57\u70ba\u6a23\u672c\u3002\u4ee5\u96f7\u5c04\u5149\u7167\u4eae\u6578\u5b57\u5f8c\uff0c\u5149\u675f\u6703\u901a\u904e\u7d04\u67094,500\u500b\u901a\u9053\u7684\u5149\u7e96\u50b3\u8f38\u5230\u9060\u7aef\u7684\u651d\u50cf\u982d\uff0c\u63a5\u8457\u4ee5\u96fb\u8166\u6e2c\u91cf\u6240\u6355\u7372\u5716\u50cf\u7684\u5149\u5f37\u5ea6\u8b8a\u5316\u3002\u6bcf\u500b\u6a23\u672c\u9664\u539f\u59cb\u5716\u50cf\u5916\uff0c\u7d93SLM\u5206\u5225\u6539\u8b8a\u632f\u5e45\u548c\u76f8\u4f4d\u7684\u5169\u7a2e\u8f49\u63db\u5716\u3001\u7d93\u5149\u7e96\u50b3\u8f38\u7684\u6563\u6591\u5716\u8207\u5404\u6578\u5b57\u6563\u6591\u9593\u7684\u5dee\u7570\uff0c\u5171\u4e94\u5927\u985e\u5716\u90fd\u88ab\u5206\u5225\u8a18\u9304\u3001\u6536\u96c6\uff0c\u4f5c\u70ba\u795e\u7d93\u7db2\u8def\u7684\u53c3\u7167\u3002\u5728\u9019\u500b\u9f90\u5927\u7684\u6578\u64da\u5eab\u4e2d\uff0c\u5176\u4e2d\u4e00\u842c\u516d\u5343\u500b\u88ab\u7528\u4ee5\u8a13\u7df4\u795e\u7d93\u7db2\u8def\uff0c\u5169\u5343\u500b\u7528\u65bc\u9a57\u8b49\uff0c\u9918\u4e0b\u5169\u5343\u500b\u7528\u65bc\u6e2c\u8a66\u6a21\u578b\u53ef\u9760\u5ea6\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u89e3\u6790\u6a21\u7cca\u5716\u50cf<\/strong><\/p>\n<p>&nbsp;<\/p>\n<div id=\"attachment_79851\" class=\"wp-caption alignnone\"><img decoding=\"async\" class=\"size-full wp-image-79851\" src=\"https:\/\/highscope.ch.ntu.edu.tw\/wordpress\/wp-content\/uploads\/2018\/11\/optical-fig2.jpg\" alt=\"\" width=\"3000\" height=\"760\" \/><\/p>\n<p class=\"wp-caption-text\">\u5716\u4e8c\u3001\u624b\u5beb\u6578\u5b570\u548c4\u7684\u539f\u59cb\u5716\u50cf(\u5de6)\u8207\u50b3\u8f38\u5f8c\u9000\u5316\u70ba\u6563\u6591\u5716(\u53f3)\u3002\uff08Navid et al, 2018\uff09<\/p>\n<\/div>\n<p>&nbsp;<\/p>\n<p>\u5f9e\u6563\u6591\u5716\u4e2d\u4f86\u770b\uff0c\u78ba\u5be6\u6578\u5b57\u7684\u7d50\u69cb\u53d7\u5230\u591a\u6a21\u5149\u7e96\u5c0e\u81f4\u7684\u8272\u6563\u5f71\u97ff\u800c\u6539\u8b8a\uff0c\u55ae\u9760\u4eba\u773c\u7684\u8996\u89ba\u5224\u65b7\u6c92\u6709\u80fd\u529b\u8fa8\u5225\u51fa\u539f\u59cb\u6578\u5b57\u70ba\u4f55\u3002\u70ba\u6b64\uff0cPsaltis\u548c\u4ed6\u7684\u5718\u968a\u5efa\u7acb\u4e86\u5169\u500b\u6df1\u5ea6\u795e\u7d93\u7db2\u7d61\uff1a<\/p>\n<ol>\n<li>VGG type CNN\uff08Visual Geometry Group type convolutional neural network\uff09\uff1a\u8fa8\u8b58\u6563\u6591\u5716\u8207SLM\u8abf\u6574\u91cd\u5efa\u5f8c\u7684\u5716\u50cf\u4e26\u5206\u985e\uff1b<\/li>\n<li>U-net type CNN\uff1a\u7531\u6563\u6591\u5716\u91cd\u5efaSLM\u8abf\u6574\u5f71\u50cf\u3002<\/li>\n<\/ol>\n<p>\u6df1\u5ea6\u795e\u7d93\u7db2\u7d61\u4eff\u9020\u4eba\u8166\u7684\u904b\u4f5c\u6a21\u5f0f\uff0c\u6709\u8457\u8207\u5927\u8166\u985e\u4f3c\u7684\u529f\u80fd\u3002\u900f\u904e\u591a\u5c64\u4eba\u5de5\u795e\u7d93\u5143\u8655\u7406\u8f38\u5165\uff0c\u7b2c\u4e00\u5c64\u7684\u6bcf\u500b\u795e\u7d93\u5143\u57f7\u884c\u4e00\u500b\u5c0f\u904b\u7b97\u5f8c\u5c07\u7d50\u679c\u50b3\u905e\u5230\u4e0b\u4e00\u5c64\u795e\u7d93\u5143\uff0c\u4e00\u5c64\u4e00\u5c64\u5efa\u7acb\u8f38\u5165\u8207\u8f38\u51fa\u7684\u95dc\u4fc2\uff0c\u69cb\u7bc9\u6210\u5b8c\u6574\u7684\u795e\u7d93\u7db2\u7d61\u3002\u4e0a\u8ff0\u5169\u7a2e\u6df1\u5ea6\u795e\u7d93\u7db2\u7d61\u7686\u70ba\u5377\u7a4d\u795e\u7d93\u7db2\u8def\uff0c\u88ab\u5ee3\u6cdb\u4f7f\u7528\u65bc\u5716\u50cf\u548c\u8a9e\u97f3\u8fa8\u8b58\uff0c\u4e26\u4ee5\u53cd\u5411\u50b3\u64ad\u7b97\u6cd5\u5c0d\u6a21\u578b\u9032\u884c\u8a13\u7df4\u3002CNN\u5206\u8fa8\u5716\u7247\u6642\u6703\u4ee5\u5c40\u90e8\u5340\u57df\u7279\u5fb5\u4f86\u505a\u6bd4\u8f03\uff0c\u4e26\u4ee5\u300c\u5377\u7a4d\u300d\u4f5c\u70ba\u7be9\u9078\u6a5f\u5236\u8a08\u7b97\u5716\u7247\u4e2d\u6709\u591a\u5c11\u76f8\u7b26\u7684\u7279\u5fb5\uff0c\u540c\u6642\u53ef\u900f\u904e\u6c60\u5316\uff08pooling\uff09\u4f86\u58d3\u7e2e\u5716\u7247\uff0c\u50c5\u4fdd\u7559\u91cd\u8981\u8cc7\u8a0a\uff0c\u5728\u7d93\u904e\u591a\u5c64\u91dd\u5c0d\u4e0d\u540c\u7279\u5fb5\u7684\u8655\u7406\u5c64\u758a\u52a0\u5f8c\uff0c\u518d\u4e00\u8d77\u9032\u884c\u5224\u65b7\u5206\u985e\u3002<\/p>\n<p>\u53c3\u8207\u6b64\u7814\u7a76\u7684\u535a\u58eb\u751fEirini Kakkava\u8868\u660e\u300c\u5982\u679c\u8ffd\u6eaf\u795e\u7d93\u7db2\u7d61\u7684\u8d77\u6e90\uff0c\u9019\u5c31\u662f\u4f86\u81ea\u65bc\u6211\u5011\u7684\u5927\u8166\uff0c\u5b83\u7684\u904b\u4f5c\u6a5f\u5236\u6bd4\u60f3\u50cf\u4e2d\u7c21\u55ae\u3002\u7576\u4e00\u500b\u4eba\u76ef\u8457\u7269\u9ad4\u770b\u7684\u6642\u5019\uff0c\u5927\u8166\u4e2d\u7684\u795e\u7d93\u5143\u6703\u88ab\u6fc0\u6d3b\uff0c\u4ee3\u8868\u5927\u8166\u8b58\u5225\u51fa\u4e00\u4ef6\u719f\u6089\u7684\u7269\u9ad4\u3002\u6211\u5011\u7684\u5927\u8166\u53ef\u4ee5\u6210\u529f\u505a\u5230\u8b58\u5225\uff0c\u9019\u662f\u56e0\u70ba\u5927\u8166\u5728\u6211\u5011\u7684\u751f\u6d3b\u4e4b\u4e2d\u4e00\u76f4\u63a5\u53d7\u5230\u76f8\u4f3c\u985e\u5225\u7269\u9ad4\u7684\u5716\u50cf\u6216\u8a0a\u606f\u7684\u523a\u6fc0\u8a13\u7df4\uff0c\u9032\u800c\u6539\u8b8a\u4e86\u795e\u7d93\u5143\u4e4b\u9593\u7684\u806f\u7e6b\u95dc\u4fc2\u8207\u5f37\u5ea6\u3002\u300d\u56e0\u6b64\uff0c\u7814\u7a76\u4eba\u54e1\u57fa\u672c\u4e0a\u9075\u5faa\u8457\u76f8\u540c\u904e\u7a0b\u4f86\u8a13\u7df4\u4eba\u5de5\u795e\u7d93\u7db2\u7d61\uff0c\u6559\u5c0e\u7db2\u7d61\u8b58\u5225\u7279\u5b9a\u5716\u50cf\uff08\u5728\u6b64\u70ba\u624b\u5beb\u6578\u5b57\uff09\uff0c\u76f4\u5230\u7db2\u7d61\u80fd\u5920\u8b58\u5225\u5f9e\u6c92\u770b\u904e\u3001\u672a\u53c3\u8207\u8a13\u7df4\u7684\u540c\u985e\u578b\u5716\u50cf\uff0c\u518d\u52a0\u4ee5\u5224\u65b7\uff0c\u4e26\u5206\u985e\u5230\u6b63\u78ba\u985e\u5225\u3002<\/p>\n<p><strong>\u8fa8\u8a8d\u6578\u5b57<\/strong><\/p>\n<p>\u5118\u7ba1\u5c0d\u4eba\u985e\u4f86\u8aaa\uff0c\u6bcf\u500b\u624b\u5beb\u6578\u5b57\u8f38\u51fa\u7684\u6563\u6591\u5716\u50cf\u770b\u8d77\u4f86\u90fd\u5927\u540c\u5c0f\u7570\uff0c\u5be6\u5728\u5f88\u96e3\u5f9e\u5176\u4e2d\u5206\u51fa\u5230\u5e95\u662f0\u52309\u4e2d\u7684\u54ea\u4e00\u500b\u6578\u5b57\uff0c\u7136\u800c\u795e\u7d93\u7db2\u7d61\u537b\u80fd\u5920\u6355\u6349\u5176\u4e2d\u7d30\u5fae\u5dee\u7570\u3002VGG type CNN\u82e5\u76f4\u63a5\u4ee5\u6563\u6591\u5716\u56de\u6eaf\u539f\u59cb\u5f71\u50cf\uff0c\u7d93\u904e0.1\u516c\u5c3a\u5149\u7e96\u50b3\u8f38\u4ecd\u53ef\u9054\u5230\u4e5d\u6210\u7684\u5206\u985e\u6e96\u78ba\u7387\uff1b\u82e5\u4ee5SLM\u8abf\u6574\u91cd\u5efa\u5f8c\u7684\u5716\u50cf\u56de\u6eaf\u539f\u59cb\u5f71\u50cf\uff0c\u5247\u53ef\u905497.5%\u3002\u7136\u800c\u7576\u5149\u7e96\u9577\u5ea6\u8d8a\u9577\uff0c\u5206\u985e\u6e96\u78ba\u7387\u8d8a\u4f4e\uff0c\u7576\u5149\u7e96\u9577\u9054\u4e00\u516c\u91cc\u6642\uff0c\u6e96\u78ba\u7387\u5df2\u4f4e\u65bc70%\uff0c\u751a\u81f3\u4ee5\u6563\u6591\u5716\u70ba\u57fa\u790e\u7684\u56de\u6eaf\u5f71\u50cf\uff0c\u6e96\u78ba\u7387\u5df2\u964d\u81f3\u4e09\u6210\u4ee5\u4e0b\u3002\u4e0d\u904e\u6574\u9ad4\u800c\u8a00\uff0c\u7d93SLM\u8abf\u6574\u7684\u91cd\u5efa\u5f71\u4ecd\u662f\u8f03\u4f73\u7684\u56de\u6eaf\u4f9d\u64da\u3002<\/p>\n<div id=\"attachment_79852\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-79852\" src=\"https:\/\/highscope.ch.ntu.edu.tw\/wordpress\/wp-content\/uploads\/2018\/11\/optical-fig3.jpg\" alt=\"\" width=\"500\" height=\"430\" \/><\/p>\n<p class=\"wp-caption-text\">\u5716\u4e09\u3001\u5169\u7a2e\u8f38\u5165\u2500\u6563\u6591\u5716(\u5be6\u7dda)\u6216\u7d93SLM\u8abf\u6574\u7684\u91cd\u5efa\u5f71\u50cf(\u865b\u7dda)\u2500\u7684\u5206\u985e\u6e96\u78ba\u7387\u96a8\u50b3\u8f38\u8ddd\u96e2\u589e\u52a0\u800c\u964d\u4f4e\u3002\uff08Navid et al, 2018\uff09<\/p>\n<\/div>\n<p><strong>\u89e3\u6c7a\u591a\u6a21\u5149\u7e96\u554f\u984c\u7684\u6709\u6548\u65b9\u6cd5<\/strong><\/p>\n<p>\u6bd4\u8d77\u4ee5\u5f80\u900f\u904e\u5c0d\u8f38\u51fa\u9032\u884c\u5168\u606f\u6e2c\u91cf\u4f86\u91cd\u5efa\u5149\u7e96\u50b3\u8f38\u5716\u50cf\u7684\u65b9\u6cd5\uff0c\u6a5f\u5668\u5b78\u7fd2\u63d0\u4f9b\u4e86\u66f4\u6709\u6548\u7387\u4e14\u7c21\u55ae\u7684\u89e3\u6c7a\u65b9\u5f0f\u3002\u6b64\u5916\uff0c\u8a31\u591a\u74b0\u5883\u56e0\u7d20\u6703\u96a8\u5149\u7e96\u9577\u5ea6\u589e\u9577\u800c\u8b8a\u5f97\u66f4\u7cdf\uff0c\u4f8b\u5982\u6eab\u5ea6\u8b8a\u5316\u6216\u6c23\u6d41\u6ce2\u52d5\u800c\u9020\u6210\u7684\u96dc\u8a0a\uff0c\u800c\u795e\u7d93\u7db2\u7d61\u4e5f\u80fd\u6392\u9664\u9019\u4e9b\u5e72\u64fe\u3002<\/p>\n<p>\u6df1\u5ea6\u795e\u7d93\u7db2\u7d61\u5177\u5099\u91cd\u5efa\u591a\u6a21\u5149\u7e96\u50b3\u8f38\u4e4b\u8a0a\u606f\u7684\u5353\u8457\u80fd\u529b\uff0c\u53ef\u671b\u6539\u5584\u73fe\u6709\u7684\u901a\u4fe1\u7db2\u8def\u8207\u91ab\u7642\u5167\u8996\u93e1\u6aa2\u67e5\u3002\u56e0\u70ba\uff0c\u96fb\u4fe1\u4fe1\u865f\u901a\u5e38\u5fc5\u9808\u7d93\u904e\u6578\u5343\u7c73\u7684\u5149\u7e96\u4f86\u50b3\u8f38\u8a0a\u606f\uff0c\u8a0a\u865f\u5931\u771f\u5728\u6240\u96e3\u514d\uff0c\u6216\u53ef\u4ee5\u6a5f\u5668\u5b78\u7fd2\u6e1b\u4f4e\u3002\u91ab\u7642\u4eba\u54e1\u5247\u53ef\u4ee5\u4f7f\u7528\u8d85\u8584\u7e96\u7dad\u63a2\u91dd\u4f86\u63a2\u67e5\u4eba\u9ad4\u5167\u7684\u795e\u7d93\u675f\u548c\u52d5\u8108\u5716\u50cf\uff0c\u800c\u7121\u9700\u8907\u96dc\u7684\u5168\u606f\u8a18\u9304\u5668\uff0c\u4e5f\u4e0d\u7528\u64d4\u5fc3\u64cd\u4f5c\u6642\u56e0\u75c5\u60a3\u79fb\u52d5\u800c\u9020\u6210\u7684\u5716\u50cf\u5931\u771f\u3002\u56e0\u6b64Psaltis\u7684\u5718\u968a\u63a5\u4e0b\u4f86\u8a08\u5283\u5c07\u9019\u9805\u6280\u8853\u5be6\u969b\u61c9\u7528\u65bc\u91ab\u7642\u6aa2\u67e5\uff0c\u4ee5\u66f4\u8cbc\u8fd1\u771f\u5be6\u61c9\u7528\u74b0\u5883\uff0c\u4e26\u63a2\u7d22\u6a5f\u5668\u5b78\u7fd2\u6280\u8853\u7684\u53ef\u80fd\u548c\u5c40\u9650\uff0c\u89e3\u6c7a\u591a\u6a21\u5149\u7e96\u50b3\u8f38\u7684\u6839\u672c\u554f\u984c\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u7de8\u8b6f\u4f86\u6e90<\/strong><\/p>\n<p>The Optical Society, \u201c<a href=\"https:\/\/www.sciencedaily.com\/releases\/2018\/08\/180809175150.htm\">Machine learning technique reconstructs images passing through a multimode fiber : Approach could improve medical diagnostics, telecommunications<\/a>\u201c,\u00a0<em>ScienceDaily<\/em>, 2018.<\/p>\n<p><strong>\u53c3\u8003\u8cc7\u6599<\/strong><\/p>\n<p>N. Borhani, E. Kakkava, C. Moser, and D. Psaltis. \u201c<a href=\"https:\/\/www.osapublishing.org\/optica\/abstract.cfm?uri=optica-5-8-960\">Learning to see through multimode fibers<\/a>\u201c,\u00a0<em>Optica<\/em>, 2018.<\/p>\n<p>(\u672c\u6587\u7531\u6559\u80b2\u90e8\u88dc\u52a9\uff62AI\u5831\u5831\u2500AI\u79d1\u666e\u63a8\u5ee3\u8a08\u756b\u300d\u57f7\u884c\u5718\u968a\u7de8\u8b6f)<\/p>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u5149\u7e96\u5ee3\u6cdb\u7528\u65bc\u73fe\u4ee3\u793e\u6703\u4e4b\u4e2d\uff0c\u65e9\u5df2\u662f\u7db2\u8def\u901a\u4fe1\u4e0d\u53ef\u6216\u7f3a\u7684\u8a2d\u5099\uff0c\u7136\u800c\u591a\u6a21\u5149\u7e96\u537b\u5bb9\u6613\u56e0\u9577\u8ddd\u96e2\u50b3\u8f38\u8207\u74b0\u5883\u5e72\u64fe\uff0c\u800c\u7522\u751f\u56b4\u91cd\u8272\u6563\uff0c\u5c0e\u81f4\u4fe1\u865f\u5931\u771f\uff0c\u751a\u81f3\u4f7f\u5f97\u50b3\u8f38\u7684\u5716\u50cf\u8b8a\u70ba\u4e00\u9ede\u4e00\u9ede\u7684\u6563\u6591\u5716\uff0c\u96e3\u4ee5\u8fa8\u8a8d\u3002\u800c\u8fd1\u671f\u5728\u5149\u5b78\u671f\u520aOptica\u4e0a\u6240\u767c\u8868\u7684\u4e00\u4efd\u7814\u7a76\uff0c\u63d0\u51fa\u5229\u7528\u795e\u7d93\u7db2\u7d61\uff0c\u6a21\u64ec\u4eba\u8166\u7684\u5716\u50cf\u8655\u7406\u6a5f\u5236\uff0c\u7cbe\u78ba\u91cd\u5efa\u5149\u7e96\u50b3\u8f38\u5716\u50cf\u3002\u5728\u9577\u9054\u4e00\u516c\u91cc\u7684\u50b3\u8f38\u8ddd\u96e2\u5f8c\uff0c\u4ecd\u4fdd\u6709\u8fd1\u4e03\u6210\u7684\u8fa8\u8b58\u6e96\u78ba\u5ea6\u3002\u9664\u662f\u7576\u4ee3\u901a\u4fe1\u6280\u8853\u7684\u4e00\u5927\u9032\u5c55\u5916\uff0c\u4ea6\u53ef\u6539\u5584\u73fe\u6709\u7684\u91ab\u7642\u5167\u8996\u93e1\u6aa2\u6e2c\u6280\u8853\u3002<\/p>\n","protected":false},"author":21,"featured_media":39050,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3772,3293],"tags":[5503,6158,6159,6160,6161],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2022\/01\/optical-fig0.jpg","_links":{"self":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/39049"}],"collection":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/users\/21"}],"replies":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=39049"}],"version-history":[{"count":1,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/39049\/revisions"}],"predecessor-version":[{"id":39051,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/39049\/revisions\/39051"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/media\/39050"}],"wp:attachment":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=39049"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=39049"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=39049"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}