{"id":16110,"date":"2020-06-12T11:57:50","date_gmt":"2020-06-12T03:57:50","guid":{"rendered":"https:\/\/blog.tibame.com\/?p=16110"},"modified":"2022-04-08T17:45:34","modified_gmt":"2022-04-08T09:45:34","slug":"%e4%ba%ba%e5%8f%af%e4%bb%a5%e8%b2%8c%e7%9b%b8-%e6%b7%ba%e8%ab%87%e8%87%89%e5%ad%94%e8%99%95%e7%90%86%e8%88%87%e8%be%a8%e8%ad%98","status":"publish","type":"post","link":"https:\/\/blog.tibame.com\/?p=16110","title":{"rendered":"\u4eba\u53ef\u4ee5\u8c8c\u76f8 \u6dfa\u8ac7\u81c9\u5b54\u8655\u7406\u8207\u8fa8\u8b58"},"content":{"rendered":"\n<p>\u81c9\u5b54\u8fa8\u8b58\u662f\u8fd1\u5e74\u4f86\u5716\u50cf\u8655\u7406\u3001\u6a5f\u5668\u8996\u89ba\u3001\u795e\u7d93\u7db2\u7d61\u7b49\u9818\u57df\u7814\u7a76\u7684\u71b1\u9580\u8ab2\u984c\u4e4b\u4e00\uff0c\u88ab\u5ee3\u6cdb\u61c9\u7528\u65bc\u516c\u5171\u5b89\u5168\u3001\u5b89\u5168\u9a57\u8b49\u7cfb\u7d71\u3001\u4fe1\u7528\u5361\u652f\u4ed8\u9a57\u8b49\u3001\u91ab\u5b78\u3001\u6a94\u6848\u7ba1\u7406\u7b49\u5404\u500b\u65b9\u9762\u3002<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u5167\u5bb9\u76ee\u9304<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\u986f\u793a\/\u96b1\u85cf\u5167\u5bb9\u76ee\u9304\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/blog.tibame.com\/?p=16110\/#%E8%87%89%E5%AD%94%E8%BE%A8%E8%AD%98%E6%8A%80%E8%A1%93\" >\u81c9\u5b54\u8fa8\u8b58\u6280\u8853<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/blog.tibame.com\/?p=16110\/#%E5%B8%B8%E7%94%A8%E7%9A%84%E4%BA%BA%E8%87%89%E8%BE%A8%E8%AD%98%E6%96%B9%E6%B3%95%EF%BC%9A\" >\u5e38\u7528\u7684\u4eba\u81c9\u8fa8\u8b58\u65b9\u6cd5\uff1a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/blog.tibame.com\/?p=16110\/#%E8%87%89%E5%AD%94%E8%BE%A8%E8%AD%98%E6%8A%80%E8%A1%93%E7%9A%84%E6%87%89%E7%94%A8\" >\u81c9\u5b54\u8fa8\u8b58\u6280\u8853\u7684\u61c9\u7528<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E8%87%89%E5%AD%94%E8%BE%A8%E8%AD%98%E6%8A%80%E8%A1%93\"><\/span><strong>\u81c9\u5b54\u8fa8\u8b58\u6280\u8853<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u96fb\u8166\u4eba\u81c9\u8fa8\u8b58\u6280\u8853\uff0c\u4e5f\u5c31\u662f\u5229\u7528\u96fb\u8166\u5206\u6790\u4eba\u81c9\u5716\u50cf\uff0c\u9032\u800c\u5f9e\u4e2d\u63d0\u53d6\u51fa\u6709\u6548\u7684\u8fa8\u8b58\u8cc7\u8a0a\uff0c\u7528\u4f86\u300c\u8fa8\u8a8d\u300d\u8eab\u4efd\u7684\u4e00\u9580\u6280\u8853\u3002\u96d6\u7136\u4eba\u985e\u7684\u4eba\u81c9\u8fa8\u8b58\u80fd\u529b\u5f88\u5f37\uff0c\u80fd\u5920\u8a18\u4f4f\u4e26\u8fa8\u5225\u4e0a\u5343\u500b\u4e0d\u540c\u4eba\u81c9\uff0c\u53ef\u662f\u76f8\u5c0d\u7684\u96fb\u8166\u5247\u56f0\u96e3\u591a\u4e86\u3002<\/p>\n\n\n\n<p>\u5176\u539f\u56e0\u5728\u4eba\u81c9\u8868\u60c5\u8c50\u5bcc\uff1b\u4eba\u81c9\u96a8\u5e74\u9f61\u589e\u9577\u800c\u8b8a\u5316\uff1b\u4eba\u81c9\u6240\u6210\u5716\u50cf\u53d7\u5149\u7167\u3001\u89d2\u5ea6\u53ca\u8ddd\u96e2\u7b49\u5f71\u97ff\uff1b\u4eba\u81c9\u8fa8\u8b58\u9084\u6d89\u53ca\u5230\u5716\u50cf\u8655\u7406\u3001\u96fb\u8166\u8996\u89ba\uff0c\u4ee5\u53ca\u795e\u7d93\u7db2\u7d61\uff0c\u4e5f\u548c\u4eba\u8166\u7684\u8a8d\u8b58\u7a0b\u5ea6\u7dca\u5bc6\u76f8\u95dc\u3002<\/p>\n\n\n\n<p>\u6240\u8b02\u300c\u4eba\u81c9\u8fa8\u8b58 (Face Recognition)\u300d\u7684\u7814\u7a76\u7bc4\u570d\u5341\u5206\u5bec\u6cdb\uff0c\u5927\u81f4\u53ef\u4ee5\u88ab\u5206\u70ba\u4ee5\u4e0b\u5e7e\u500b\u65b9\u9762\u7684\u5167\u5bb9\uff1a <\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>1\u3001\u4eba\u81c9\u6aa2\u6e2c (Face Detection)\uff1a<\/strong><\/h3>\n\n\n\n<p>\u5f9e\u5404\u7a2e\u4e0d\u540c\u7684\u5834\u666f\u4e2d\uff0c\u6aa2\u6e2c\u51fa\u81c9\u5b54\u7684\u5b58\u5728\uff0c\u4e26\u78ba\u5b9a\u5176\u4f4d\u7f6e\u3002\u5728\u5927\u591a\u6578\u7684\u5834\u5408\u4e2d\uff0c\u7531\u65bc\u5834\u666f\u8f03\u70ba\u8907\u96dc\uff0c\u4eba\u81c9\u7684\u4f4d\u7f6e\u662f\u9810\u5148\u4e0d\u77e5\u9053\u7684\uff0c\u56e0\u800c\u9996\u5148\u5fc5\u9808\u78ba\u5b9a\u5834\u666f\u4e2d\uff0c\u662f\u5426\u5b58\u5728\u4eba\u81c9\uff0c\u5982\u679c\u5b58\u5728\u4eba\u81c9\uff0c\u624d\u80fd\u78ba\u5b9a\u5716\u50cf\u4e2d\u4eba\u81c9\u7684\u4f4d\u7f6e\u3002 \u4eba\u81c9\u6aa2\u6e2c\u7684\u4e3b\u8981\u76ee\u7684\uff0c\u662f\u5728\u8f38\u5165\u7684\u6574\u500b\u5716\u50cf\u4e0a\uff0c\u5c0b\u627e\u4eba\u81c9\u5340\u57df\uff0c\u628a\u5716\u50cf\u5206\u5272\u6210\u5169\u500b\u90e8\u5206-\u4eba\u81c9\u5340\u57df\u548c\u975e\u4eba\u81c9\u5340\u57df\uff0c\u70ba\u5f8c\u7e8c\u7684\u61c9\u7528\u4f5c\u6e96\u5099\u3002 <\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"865\" height=\"454\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2020\/06\/01.png\" alt=\"\" class=\"wp-image-16113\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2020\/06\/01.png 865w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2020\/06\/01-300x157.png 300w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2020\/06\/01-768x403.png 768w\" sizes=\"(max-width: 865px) 100vw, 865px\" \/><\/figure><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2\u3001\u4eba\u81c9\u8868\u5fb5 (Face Representation)\uff1a<\/strong><\/h3>\n\n\n\n<p>\u63a1\u53d6\u67d0\u7a2e\u8868\u793a\u65b9\u5f0f\uff0c\u8868\u793a\u6aa2\u6e2c\u51fa\u7684\u4eba\u81c9\uff0c\u548c\u6578\u64da\u5eab\u4e2d\u7684\u5df2\u77e5\u4eba\u81c9\u3002\u901a\u5e38\u7684\u8868\u793a\u6cd5\u5305\u62ec\uff0c\u5e7e\u4f55\u7279\u5fb5(\u5982\u6b50\u6c0f\u8ddd\u96e2\u3001\u66f2\u7387\u3001\u89d2\u5ea6)\u3001\u4ee3\u6578\u7279\u5fb5(\u5982\u77e9\u9663\u7279\u5fb5)\u3001\u56fa\u5b9a\u7279\u5fb5\u6a21\u677f\u3001\u7279\u5fb5\u81c9\u5b54\u7b49\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"878\" height=\"196\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2020\/06\/02.png\" alt=\"\" class=\"wp-image-16114\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2020\/06\/02.png 878w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2020\/06\/02-300x67.png 300w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2020\/06\/02-768x171.png 768w\" sizes=\"(max-width: 878px) 100vw, 878px\" \/><\/figure><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>3\u3001\u4eba\u81c9\u8fa8\u8b58 (Face Identification)\uff1a<\/strong><\/h3>\n\n\n\n<p>\u5373\u5c07\u5df2\u6aa2\u6e2c\u5230\u7684\u5f85\u8fa8\u8b58\u7684\u4eba\u81c9\uff0c\u8207\u6578\u64da\u5eab\u4e2d\u7684\u5df2\u77e5\u4eba\u81c9\uff0c\u9032\u884c\u7279\u5fb5\u6bd4\u5c0d\uff0c\u6bd4\u51fa\u76f8\u95dc\u8cc7\u8a0a\uff0c\u9019\u4e00\u904e\u7a0b\u7684\u6838\u5fc3\u901a\u5e38\u662f\u9078\u64c7\u57fa\u65bc\u7279\u5fb5\u7684\u65b9\u6cd5\uff0c\u9032\u884c\u6bd4\u5c0d\u3002\u986f\u7136\uff0c\u57fa\u65bc\u5074\u9762\u50cf\u6240\u9078\u64c7\u7684\u7279\u5fb5\uff0c\u548c\u57fa\u65bc\u6b63\u9762\u50cf\u7684\u7279\u5fb5\uff0c\u662f\u6709\u5f88\u5927\u7684\u5340\u5225\u7684\uff0c\u9700\u8981\u9032\u884c\u4eba\u81c9\u6821\u6b63\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"865\" height=\"501\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2020\/06\/04-1.png\" alt=\"\" class=\"wp-image-16119\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2020\/06\/04-1.png 865w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2020\/06\/04-1-300x174.png 300w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2020\/06\/04-1-768x445.png 768w\" sizes=\"(max-width: 865px) 100vw, 865px\" \/><\/figure><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>4\u3001\u751f\u7406\u5206\u985e (Physical Classification)\uff1a<\/strong><\/h3>\n\n\n\n<p>\u5c0d\u65bc\u5f85\u8fa8\u8b58\u4eba\u81c9\u7684\u751f\u7406\u7279\u5fb5\u9032\u884c\u5206\u6790\uff0c\u5f97\u51fa\u5176\u7a2e\u65cf\u3001\u5e74\u9f61\u3001\u6027\u5225\u3001\u8077\u696d\u7b49\u76f8\u95dc\u8cc7\u6599\u3002\u986f\u7136\uff0c\u5b8c\u6210\u9019\u500b\u64cd\u4f5c\u9700\u8981\u5927\u91cf\u7684\u8cc7\u6599\u91cf\uff0c\u4e26\u4e14\u901a\u5e38\u57f7\u884c\u8d77\u4f86\u662f\u975e\u5e38\u56f0\u96e3\u548c\u8907\u96dc\u7684\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%B8%B8%E7%94%A8%E7%9A%84%E4%BA%BA%E8%87%89%E8%BE%A8%E8%AD%98%E6%96%B9%E6%B3%95%EF%BC%9A\"><\/span><strong>\u5e38\u7528\u7684\u4eba\u81c9\u8fa8\u8b58\u65b9\u6cd5<\/strong>\uff1a<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u4e00\u500b\u5168\u81ea\u52d5\u4eba\u81c9\u8fa8\u8b58\u7cfb\u7d71\uff0c\u4e00\u822c\u5305\u62ec\u4e09\u500b\u95dc\u9375\u6280\u8853\uff1a\u4eba\u81c9\u6aa2\u6e2c\u3001\u7279\u5fb5\u64f7\u53d6\u548c\u4eba\u81c9\u7279\u5fb5\u6bd4\u5c0d\u3002<\/p>\n\n\n\n<p>\u4eba\u81c9\u8fa8\u8b58\u4f5c\u70ba\u4e00\u7a2e\u65b0\u8208\u7684\u751f\u7269\u7279\u5fb5\u8fa8\u8b58\u6280\u8853(Biometrics)\uff0c\u8207\u8679\u819c\u8fa8\u8b58\u3001\u6307\u7d0b\u6383\u63cf\u3001\u638c\u7d0b\u6383\u63cf\u7b49\u6280\u8853\u76f8\u6bd4\uff0c\u4eba\u81c9\u8fa8\u8b58\u6280\u8853\u5728\u61c9\u7528\u65b9\u9762\u5177\u6709\u7368\u5230\u7684\u512a\u52e2\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>1\u3001\u4f7f\u7528\u65b9\u4fbf\uff0c\u7528\u6236\u63a5\u53d7\u5ea6\u9ad8\u3002<\/strong><\/h3>\n\n\n\n<p>\u4eba\u81c9\u8fa8\u8b58\u6280\u8853\u4f7f\u7528\uff0c\u900f\u7528\u7684\u651d\u5f71\u6a5f\u4f5c\u70ba\u8fa8\u8b58\u8cc7\u8a0a\u7372\u53d6\u88dd\u7f6e\uff0c\u4ee5\u975e\u63a5\u89f8\u7684\u65b9\u5f0f\uff0c\u5728\u8fa8\u8b58\u5c0d\u8c61\u672a\u5bdf\u89ba\u7684\u60c5\u6cc1\u4e0b\uff0c\u5b8c\u6210\u8fa8\u8b58\u904e\u7a0b\u3002 <\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2\u3001\u76f4\u89c0\u6027\u7a81\u51fa<\/strong>\u3002<\/h3>\n\n\n\n<p>\u4eba\u81c9\u8fa8\u8b58\u6280\u8853\u6240\u4f7f\u7528\u7684\u4f9d\u64da\uff0c\u662f\u4eba\u7684\u81c9\u90e8\u5716\u50cf\uff0c\u800c\u4eba\u81c9\u7121\u7591\u662f\u8089\u773c\u80fd\u5920\u5224\u5225\u7684\u6700\u76f4\u89c0\u7684\u8cc7\u8a0a\u6e90\uff0c\u65b9\u4fbf\u4eba\u5de5\u78ba\u8a8d\u3001\u5be9\u8a08\uff0c\u300c\u4ee5\u8c8c\u53d6\u4eba\u300d\u7b26\u5408\u4eba\u7684\u8a8d\u77e5\u898f\u7bc4\u3002 <\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>3\u3001\u8fa8\u8b58\u7cbe\u78ba\u5ea6\u9ad8\uff0c\u901f\u5ea6\u5feb\u3002<\/strong><\/h3>\n\n\n\n<p>\u8207\u5176\u5b83\u751f\u7269\u8fa8\u8b58\u6280\u8853\u76f8\u6bd4\uff0c\u4eba\u81c9\u8fa8\u8b58\u6280\u8853\u7684\u8fa8\u8b58\u7cbe\u5ea6\uff0c\u8655\u65bc\u8f03\u9ad8\u7684\u6c34\u5e73\uff0c\u8aa4\u8b58\u7387\u3001\u62d2\u8a8d\u7387\u8f03\u4f4e\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>4\u3001\u4e0d\u6613\u4eff\u5192\u3002<\/strong><\/h3>\n\n\n\n<p>\u5728\u5b89\u5168\u6027\u8981\u6c42\u8f03\u9ad8\u7684\u61c9\u7528\u5834\u5408\uff0c\u4eba\u81c9\u8fa8\u8b58\u6280\u8853\u8981\u6c42\u8fa8\u8b58\u5c0d\u8c61\uff0c\u5fc5\u9808\u89aa\u81e8\u8fa8\u8b58\u73fe\u5834\uff0c\u4ed6\u4eba\u96e3\u4ee5\u4eff\u5192\u3002\u4eba\u81c9\u8fa8\u8b58\u6280\u8853\u6240\u7368\u5177\u7684\u6d3b\u9ad4\u6aa2\u6e2c\u5224\u5225\u80fd\u529b\uff0c\u4fdd\u8b49\u4e86\u4ed6\u4eba\u7121\u6cd5\u4ee5\u975e\u6d3b\u6027\u7684\u7167\u7247\u4f86\u6b3a\u9a19\u8fa8\u8b58\u7cfb\u7d71\u3002\u9019\u662f\u6307\u7d0b\u7b49\u751f\u7269\u7279\u5fb5\u8fa8\u8b58\u6280\u8853\u5f88\u96e3\u505a\u5230\u7684\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E8%87%89%E5%AD%94%E8%BE%A8%E8%AD%98%E6%8A%80%E8%A1%93%E7%9A%84%E6%87%89%E7%94%A8\"><\/span><strong>\u81c9\u5b54\u8fa8\u8b58\u6280\u8853\u7684\u61c9\u7528<\/strong><span 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