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Graph\u7b49\uff0c\u76f8\u6bd4\u4e8e\u57fa\u4e8e\u5916\u89c2\u7684\u65b9\u6cd5\u5177\u6709\u66f4\u597d\u7684\u6027\u80fd\u3002\u4f46\u662f\u57fa\u4e8e\u8f6e\u5ed3\u7684\u65b9\u6cd5\u5728\u4fdd\u7559\u8eab\u4f53\u5f62\u72b6\u65f6\u65e0\u6cd5\u5904\u7406\u8eab\u4f53\u91cd\u53e0\u533a\u57df\u7684\u906e\u853d\u95ee\u9898\uff0c\u5e76\u4e14\u5bb9\u6613\u6536\u5230\u670d\u88c5\u53d8\u6362\u7684\u5f71\u54cd\u3002\u800c\u57fa\u4e8e\u6a21\u578b\u7684\u65b9\u6cd5\u867d\u7136\u80fd\u591f\u4fdd\u7559\u5185\u90e8\u7ed3\u6784\u4fe1\u606f\u5c4f\u853d\u906e\u6321\u95ee\u9898\uff0c\u4f46\u56e0\u4e3a\u5b8c\u5168\u5ffd\u7565\u8f6e\u5ed3\u4f1a\u5bfc\u81f4\u6027\u80fd\u4e0d\u4f73\uff0c\u56e0\u6b64\uff0c\u76ee\u524d\u6709\u5b66\u8005\u5728\u8fdb\u884c\u4e24\u79cd\u6570\u636e\u6a21\u6001\u7684\u8054\u5408\u8bad\u7ec3\uff0c\u4ee5\u8fdb\u4e00\u6b65\u63d0\u5347\u6b65\u6001\u8bc6\u522b\u6548\u679c\u3002\u5728\u8fdb\u884c\u591a\u6a21\u6570\u636e\u878d\u5408\u65f6\uff0c\u5982\u679c\u53ea\u662f\u7b80\u5355\u7684\u8fdb\u884c\u4fe1\u606f\u94fe\u63a5\uff0c\u65e0\u6cd5\u6709\u6548\u6355\u83b7\u66f4\u7ec6\u7c92\u5ea6\u7684\u7a7a\u95f4\u4fe1\u606f\uff0c\u4e5f\u65e0\u6cd5\u5bf9\u4e24\u79cd\u6a21\u6001\u7684\u65f6\u95f4\u4fe1\u606f\u8fdb\u884c\u5145\u5206\u5229\u7528\uff0c<\/p>\n\n\n\n<p>\u8fd1\u5e74\u6765\u6b65\u6001\u8bc6\u522b\u89e3\u51b3\u65b9\u6848\u9010\u6b65\u4ece\u4f20\u7edf\u7684\u975e\u6df1\u5ea6\u5b66\u4e60\u65b9\u6cd5\u5411\u6df1\u5ea6\u5b66\u4e60\u65b9\u6cd5\u8f6c\u53d8\uff0c\u4f46\u76ee\u524d\u57fa\u4e8e\u89c6\u9891\u7684\u6b65\u6001\u8bc6\u522b\u7b97\u6cd5\u4ecd\u5b58\u5728\u5bb9\u6613\u53d7\u5230\u8de8\u89c6\u89d2\u3001\u7740\u88c5\u53d8\u5316\u3001\u5916\u7269\u906e\u6321\u3001\u643a\u5e26\u7269\u54c1\u7b49\u56e0\u7d20\u7684\u5e72\u6270\u7b49\u95ee\u9898\uff0c\u68c0\u6d4b\u7b97\u6cd5\u9c81\u68d2\u6027\u6709\u5f85\u63d0\u5347\u3002<\/p>\n\n\n\n<p>2.2 \u57fa\u4e8e\u89c6\u9891\u6d41\u7684\u4eba\u5458\u91cd\u8bc6\u522b\u6280\u672f<\/p>\n\n\n\n<p>\u5728\u5b9e\u9645\u5e94\u7528\u573a\u666f\u4e2d\u7ecf\u5e38\u4f1a\u51fa\u73b0\u5982\u4e0b\u9700\u6c42\uff1a\u67d0\u4e00\u7279\u5b9a\u4eba\u5458\u901a\u8fc7\u4e86\u591a\u4e2a\u76d1\u63a7\u533a\u57df\uff0c\u4e14\u89c6\u57df\u4e92\u4e0d\u91cd\u53e0\uff0c\u9700\u8981\u4eba\u5de5\u5728\u5404\u4e2a\u76d1\u63a7\u89c6\u89d2\u4e2d\u5bfb\u627e\u8be5\u4eba\u5458\u7684\u8eab\u5f71\u5e76\u4e32\u8054\u51fa\u4ed6\u7684\u884c\u8fdb\u8def\u7ebf\u3002\u5728\u673a\u5668\u89c6\u89c9\u9886\u57df\uff0c\u5bf9\u8fd9\u79cd\u53ef\u4ee5\u8854\u63a5\u76ee\u6807\u5bf9\u8c61\u5728\u4e0d\u540c\u76d1\u63a7\u533a\u57df\u5185\u8fd0\u52a8\u8f68\u8ff9\uff0c\u5b9e\u73b0\u8de8\u65f6\u95f4\u3001\u8de8\u5730\u70b9\u548c\u8de8\u8bbe\u5907\u7684\u884c\u4eba\u8ddf\u8e2a\u7684\u81ea\u52a8\u5316\u884c\u4eba\u68c0\u7d22\u6280\u672f\u79f0\u4e3a\u884c\u4eba\u91cd\u8bc6\u522b\u6280\u672f\uff08person re-identification\uff0cRe-ID\uff09\u3002\u884c\u4eba\u91cd\u8bc6\u522b\u81ea2006\u5e74\u9996\u6b21\u5728\u56fd\u9645\u8ba1\u7b97\u673a\u89c6\u89c9\u4e0e\u6a21\u5f0f\u4f1a\u8bae\u4e2d\u63d0\u51fa\u540e\uff0c\u5f97\u5230\u4e86\u5feb\u901f\u7684\u53d1\u5c55\u548c\u5927\u91cf\u7684\u5173\u6ce8\uff0c\u9010\u6e10\u5f62\u6210\u65e5\u8d8b\u6210\u719f\u7684\u6a21\u578b\u6846\u67b6\u548c\u7b97\u6cd5\u3002\u5728\u89c6\u9891\u5b89\u5168\u9886\u57df\uff0c\u5728\u5927\u89c4\u6a21\u7684\u89c6\u9891\u76d1\u63a7\u7cfb\u7edf\u4e2d\u5e94\u7528\u8be5\u6280\u672f\uff0c\u80fd\u591f\u6709\u6548\u5f25\u8865\u6444\u50cf\u5934\u89c6\u89c9\u5c40\u9650\uff0c\u63d0\u9ad8\u4eba\u5458\u8bc6\u522b\u7684\u68c0\u6d4b\u6548\u7387\u4ee5\u53ca\u51c6\u786e\u6027\uff0c\u5177\u6709\u91cd\u8981\u5e94\u7528\u4ef7\u503c\u3002<\/p>\n\n\n\n<p>\u65e9\u671f\u4eba\u5458\u91cd\u8bc6\u522b\u4e3b\u8981\u57fa\u4e8e\u4f20\u7edf\u8ba1\u7b97\u673a\u89c6\u89c9\u65b9\u6cd5\uff0c\u9700\u8981\u624b\u5de5\u63d0\u53d6\u56fe\u50cf\u7279\u5f81\u540e\u518d\u8fdb\u884c\u5339\u914d\uff0c\u968f\u7740\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\u7684\u7a81\u98de\u731b\u8fdb\uff0c\u7814\u7a76\u8005\u4e5f\u5c06\u6df1\u5ea6\u5b66\u4e60\u7684\u65b9\u6cd5\u5f15\u5165\u4eba\u5458\u91cd\u8bc6\u522b\u9886\u57df\u3002\u9996\u5148\uff0c\u6839\u636e\u884c\u4eba\u7279\u5f81\u63d0\u53d6\u65b9\u6cd5\u4ece\u68c0\u7d22\u56fe\u7247\/\u89c6\u9891\u5e93\u4e2d\u63d0\u53d6\u7279\u5f81; \u968f\u540e\uff0c\u9488\u5bf9\u63d0\u53d6\u7684\u7279\u5f81\u5229\u7528\u76f8\u4f3c\u6027\u5224\u522b\u6a21\u578b\u8fdb\u884c\u8bad\u7ec3, \u83b7\u5f97\u80fd\u591f\u63cf\u8ff0\u548c\u533a\u5206\u4e0d\u540c\u884c\u4eba\u7684\u7279\u5f81\u8868\u8fbe\u5411\u91cf, \u5ea6\u91cf\u8ba1\u7b97\u7279\u5f81\u8868\u8fbe\u5411\u91cf\u4e4b\u95f4\u7684\u76f8\u4f3c\u6027; \u6700\u540e\uff0c\u6839\u636e\u76f8\u4f3c\u6027\u5927\u5c0f\u5bf9\u56fe\u50cf\u8fdb\u884c\u6392\u5e8f, 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