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\u8fd9\u662f\u56e0\u4e3a\u624e\u5e0c\u4e0d\u5355\u662f\u5728\u6311\u6218\u6c11\u4e8b\u6cd5\u5ead\u505a\u51fa\u5f71\u54cd\u7740\u9a6c\u6765\u897f\u4e9a\u4eba\u6c11\u7684\u751f\u6d3b\u548c\u81ea\u7531\u7684\u88c1\u51b3\u7684\u6743\u5a01\uff0c\u4ed6\u4e5f\u4e0d\u5c0a\u91cd\u4ed6\u5728\u5c31\u4efb\u526f\u9996\u76f8\u548c\u56fd\u4f1a\u8bae\u5458\u65f6\u6240\u5ba3\u8a93\u7684\u201c\u7ef4\u62a4\u3001\u4fdd\u536b\u548c\u634d\u536b\u201d\u9a6c\u6765\u897f\u4e9a\u5baa\u6cd5\u3002<\/p>\n
\u6211\u8981\u63d0\u9192\u624e\u5e0c\u9a6c\u6765\u897f\u4e9a\u5baa\u6cd5\u7684\u7b2c4\u6761\u6587\u6e05\u695a\u660e\u786e\u7684\u8868\u660e\uff0c\u9a6c\u6765\u897f\u4e9a\u5baa\u6cd5\u662f\u9a6c\u6765\u897f\u4e9a\u6700\u9ad8\u7684\u6cd5\u5f8b\uff0c\u800c\u624e\u5e0c\u5728\u5c31\u4efb\u4e3a\u56fd\u4f1a\u8bae\u5458\u548c\u526f\u9996\u76f8\u65f6\u66fe\u7ecf\u5ba3\u8a93\u8981\u201c\u7ef4\u62a4\u3001\u4fdd\u536b\u548c\u634d\u536b\u201d\u9a6c\u6765\u897f\u4e9a\u5baa\u6cd5\u3002<\/p>\n
\u624e\u5e0c\u5e94\u8be5\u64a4\u56de\u4ed6\u5bf9\u9a6c\u6765\u897f\u4e9a\u5baa\u6cd5\u7b2c4\u6761\u6587\u6784\u6210\u6311\u6218\u7684\u8a00\u8bba\uff0c\u8fd8\u6709\u5047\u5982\u4ed6\u4e0d\u51c6\u5907\u201c\u7ef4\u62a4\u3001\u4fdd\u536b\u548c\u634d\u536b\u201d\u9a6c\u6765\u897f\u4e9a\u5baa\u6cd5\uff0c\u5305\u62ec\u9a6c\u6765\u897f\u4e9a\u5baa\u6cd5\u7b2c4\u6761\u6587\u6240\u89c4\u5b9a\u7684\uff0c\u5baa\u6cd5\u662f\u9a6c\u6765\u897f\u4e9a\u6700\u9ad8\u7684\u6cd5\u5f8b\uff0c\u90a3\u4e48\u4ed6\u5c31\u5e94\u8be5\u8f9e\u53bb\u526f\u9996\u76f8\u548c\u56fd\u4f1a\u8bae\u5458\u804c\u4f4d\u3002
\n<\/p>\n
\u624e\u5e0c\u4e0d\u5e94\u8be5\u7b49\u592a\u4e45\u6765\u64a4\u56de\u4ed6\u5728\u661f\u671f\u4e94\u665a\u5728\u58eb\u62c9\u592e\u7684\u9a6c\u62c9\u5df4\u91cc\u793e\u533a\u7684\u5f00\u658b\u8282\u6d3b\u52a8\u4e0a\u6240\u505a\u51fa\u7684\u547c\u5401\uff0c\u5426\u5219\u4ed6\u5c31\u5e94\u8be5\u8f9e\u53bb\u526f\u9996\u76f8\u548c\u56fd\u4f1a\u8bae\u5458\u804c\u4f4d\uff0c\u5047\u5982\u4ed6\u4e0d\u51c6\u5907\u4fe1\u5b88\u4ed6\u5728\u5c31\u4efb\u4e3a\u526f\u9996\u76f8\u548c\u56fd\u4f1a\u8bae\u5458\u65f6\u6240\u5ba3\u8a93\u7684\u201c\u7ef4\u62a4\u3001\u4fdd\u536b\u548c\u634d\u536b\u201d\u9a6c\u6765\u897f\u4e9a\u5baa\u6cd5\u3002<\/p>\n
\u524d\u8054\u90a6\u6cd5\u9662\u6cd5\u5b98\u4e39\u65af\u91cc\u54e5\u5e15\u65af\u91cc\u84dd\u59c6\u8868\u793a\uff0c\u624e\u5e0c\u548c\u56fd\u6c11\u767b\u8bb0\u5c40\u603b\u76d1\u83ab\u54c8\u672b\u96c5\u5179\u84dd\u5229\u4e24\u4eba\u53ef\u80fd\u4f1a\u4e3a\u7740\u4ed6\u4eec\u5bf9\u4e8e\u4e0a\u8bc9\u5ead\u6709\u5173\u975e\u5a5a\u7a46\u65af\u6797\u5b69\u7ae5\u7684\u6807\u5fd7\u6027\u88c1\u51b3\u7684\u56de\u5e94\uff0c\u800c\u62db\u6765\u4e25\u91cd\u7684\u53f8\u6cd5\u6076\u679c\uff0c\u5305\u62ec\u88ab\u76d1\u7981\u3002<\/p>\n
\u4e0a\u8bc9\u5ead\u7684\u88c1\u51b3\u5c06\u4f1a\u9762\u4e34\u4e0a\u8bc9\uff0c\u4f46\u4e0a\u8bc9\u5e76\u4e0d\u4f1a\u4f7f\u88c1\u51b3\u88ab\u5ef6\u7f13\u6267\u884c\u3002<\/p>\n
\u56fd\u6c11\u767b\u8bb0\u5c40\u603b\u76d1\u6709\u5173\u56fd\u6c11\u767b\u8bb0\u5c40\u5c06\u4e0d\u4f1a\u9075\u5b88\u4e0a\u8bc9\u5ead\u6709\u5f85\u4e0a\u8bc9\u7684\u88c1\u51b3\u7684\u58f0\u660e\u5f88\u660e\u663e\u662f\u9519\u8bef\u3001\u6096\u9006\u548c\u7b49\u540c\u4e8e\u6545\u610f\u85d0\u89c6\u6cd5\u5ead\u7684\u2014\u2014\u800c\u4e00\u822c\u4e0a\u5bf9\u4e8e\u4e25\u91cd\u548c\u6545\u610f\u85d0\u89c6\u6cd5\u5ead\u7684\u5211\u7f5a\u662f\u76d1\u7981\u3002<\/p>\n
\u8fd9\u662f\u85d0\u89c6\u4e0a\u8bc9\u5ead\u88c1\u51b3\u7684\u53f8\u6cd5\u540e\u679c\uff0c\u4f46\u624e\u5e0c\u4e5f\u5fc5\u987b\u8981\u627f\u62c5\u4ed6\u85d0\u89c6\u9a6c\u6765\u897f\u4e9a\u5baa\u6cd5\u7b2c4\u6761\u6587\u548c\u8fdd\u53cd\u4ed6\u5c31\u4efb\u4e3a\u526f\u9996\u76f8\u548c\u56fd\u4f1a\u8bae\u5458\u65f6\u6240\u5ba3\u8a93\u7684\u201c\u7ef4\u62a4\u3001\u4fdd\u536b\u548c\u634d\u536b\u201d\u9a6c\u6765\u897f\u4e9a\u5baa\u6cd5\u6240\u5e26\u6765\u7684\u653f\u6cbb\u540e\u679c\u3002<\/p>\n
\u5728\u8fc7\u53bb\u516d\u5341\u5e74\u91cc\uff0c\u6ca1\u6709\u5176\u4ed6\u9996\u76f8\u6216\u526f\u9996\u76f8\u4f1a\u5982\u6b64\u8fdd\u80cc\u4ed6\u7684\u8a93\u8bcd\u6216\u5982\u6b64\u85d0\u89c6\u9a6c\u6765\u897f\u4e9a\u5baa\u6cd5\u3002<\/p>\n
\u7eb3\u5409\u653f\u5e9c\u6700\u8fd1\u7684\u4e3e\u52a8\u5b9e\u5728\u5e94\u8be5\u53d7\u5230\u6781\u5927\u5173\u5207\u3002<\/p>\n
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\u4e8b\u5b9e\u4e0a\uff0c\u5047\u5982\u6211\u4eec\u4e5f\u628a\u9a6c\u6765\u897f\u4e9a\u81ea1957\u5e74\u72ec\u7acb\u4ee5\u6765\u7684\u5341\u4f4d\u526f\u9996\u76f8\uff08\u5373\u7b2c\u4e8c\u81f3\u7b2c\u516d\u4efb\u9996\u76f8\u8054\u540c\u6566\u4f9d\u65af\u8fc8\u3001\u6566\u6155\u6c99\u5e0c\u65e6\u3001\u62ff\u7763\u65af\u91cc\u5b89\u534e\u3001\u6566\u5609\u5316\u548c\u624e\u5e0c\u672c\u4eba\uff09\u7b97\u5728\u5185\uff0c\u90a3\u4e48\u8fd9\u4e2a\u5c40\u9762\u5c06\u662f\u516b\u5bf9\u4e8c\uff0c\u56e0\u4e3a\u4f9d\u65af\u8fc8\u3001\u5b89\u534e\u548c\u5609\u5316\u662f\u4e0d\u4f1a\u652f\u6301\u67e5\u7981G25\u7684\u4e66\u7684\u3002<\/p>\n
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\u4f46\u6566\u963f\u90fd\u62c9\u6240\u5e0c\u5180\u7684G25\u7684\u4e66\u201c\u53ef\u4ee5\u8fdb\u4e00\u6b65\u9f13\u52b1\u6210\u7acb\u9488\u5bf9\u4f0a\u65af\u5170\u6559\u5728\u591a\u5143\u79cd\u65cf\u548c\u591a\u5143\u5b97\u6559\u7684\u9a6c\u6765\u897f\u4e9a\u91cc\u5145\u4f5c\u516c\u5171\u6cd5\u5f8b\u548c\u653f\u7b56\u7684\u65b9\u6cd5\u2014\u2014\u4f46\u4f9d\u7136\u6ca1\u6709\u903e\u8d8a\u8054\u90a6\u5baa\u6cd5\u7684\u5b57\u4e49\u548c\u7cbe\u795e\u4ee5\u53ca\u56fd\u5bb6\u539f\u5219\u7cbe\u795e\u2014\u2014\u7684\u589e\u8fdb\u4e86\u89e3\u548c\u7406\u6027\u7684\u5bf9\u8bdd\u201d\uff0c\u5374\u662f\u5f92\u52b3\u65e0\u529f\u7684\uff0c\u56e0\u4e3a\u6574\u672c\u4e66\u5df2\u7ecf\u5728\u6ca1\u6709\u8bf4\u660e\u7406\u7531\u7684\u60c5\u51b5\u4e0b\u88ab\u4e0d\u5408\u903b\u8f91\u548c\u8352\u8c2c\u5730\u67e5\u7981\u4e86\u3002<\/p>\n
\u8fd8\u6709\u65e2\u7136\u63a8\u52a8\u73af\u7403\u4e2d\u5eb8\u8fd0\u52a8\uff08GMM\uff09\u7684\u56fd\u9645\u8ba1\u5212\u7684\u6b63\u662f\u73b0\u4efb\u9996\u76f8\u672c\u4eba\uff0c\u8fd9\u53ea\u4f1a\u51f8\u663e\u51fa\u67e5\u7981G25\u7684\u4e66\u662f\u4f55\u7b49\u7684\u4e0d\u5408\u903b\u8f91\u548c\u8352\u8c2c\uff01\u4e3a\u4ec0\u4e48\u4f0a\u65af\u5170\u515a\u4e3b\u5e2d\u62ff\u7763\u65af\u91cc\u54c8\u8fea\u5728\u4f0a\u65af\u5170\u4e8b\u52a1\u4e0a\u5bf9\u7eb3\u5409\u653f\u5e9c\u7684\u5f71\u54cd\u65e5\u76ca\u589e\u957f\uff1f<\/p>\n
\u53ef\u60f3\u800c\u77e5\uff0cGMM\u5bf9\u4e8eG25\u7684\u4e66\u88ab\u67e5\u7981\u7684\u7acb\u573a\u5e94\u8be5\u662f\u76f8\u5f53\u6709\u8da3\u7684\uff1f<\/p>\n
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