{"id":38056,"date":"2025-02-09T06:00:53","date_gmt":"2025-02-08T22:00:53","guid":{"rendered":"https:\/\/17aitech.com\/?p=38056"},"modified":"2025-02-09T06:00:53","modified_gmt":"2025-02-08T22:00:53","slug":"%e5%a4%9a%e9%87%8d%e5%8f%af%e6%8e%a7%e6%8f%92%e5%b8%a7%e8%a7%86%e9%a2%91%e7%94%9f%e6%88%90%e7%bc%96%e8%be%91%ef%bc%8cadobe%e8%bf%99%e4%b8%aa%e5%a4%a7%e4%b8%80%e7%bb%9f%e6%a8%a1%e5%9e%8b%e5%81%9a","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=38056","title":{"rendered":"\u591a\u91cd\u53ef\u63a7\u63d2\u5e27\u89c6\u9891\u751f\u6210\u7f16\u8f91\uff0cAdobe\u8fd9\u4e2a\u5927\u4e00\u7edf\u6a21\u578b\u505a\u5230\u4e86\uff0c\u6548\u679c\u60ca\u8273"},"content":{"rendered":"

\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u591a\u91cd\u53ef\u63a7\u63d2\u5e27\u89c6\u9891\u751f\u6210\u7f16\u8f91\uff0cAdobe\u8fd9\u4e2a\u5927\u4e00\u7edf\u6a21\u578b\u505a\u5230\u4e86\uff0c\u6548\u679c\u60ca\u8273<\/a><\/p>\n

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AIxiv\u4e13\u680f\u662f\u673a\u5668\u4e4b\u5fc3\u53d1\u5e03\u5b66\u672f\u3001\u6280\u672f\u5185\u5bb9\u7684\u680f\u76ee\u3002\u8fc7\u53bb\u6570\u5e74\uff0c\u673a\u5668\u4e4b\u5fc3AIxiv\u4e13\u680f\u63a5\u6536\u62a5\u9053\u4e862000\u591a\u7bc7\u5185\u5bb9\uff0c\u8986\u76d6\u5168\u7403\u5404\u5927\u9ad8\u6821\u4e0e\u4f01\u4e1a\u7684\u9876\u7ea7\u5b9e\u9a8c\u5ba4\uff0c\u6709\u6548\u4fc3\u8fdb\u4e86\u5b66\u672f\u4ea4\u6d41\u4e0e\u4f20\u64ad\u3002\u5982\u679c\u60a8\u6709\u4f18\u79c0\u7684\u5de5\u4f5c\u60f3\u8981\u5206\u4eab\uff0c\u6b22\u8fce\u6295\u7a3f\u6216\u8005\u8054\u7cfb\u62a5\u9053\u3002\u6295\u7a3f\u90ae\u7bb1\uff1aliyazhou@jiqizhixin.com\uff1bzhaoyunfeng@jiqizhixin.com<\/p>\n<\/section>\n<\/blockquote>\n

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\u672c\u6587\u4e00\u4f5c Maham Tanveer \u662f Simon Fraser University \u7684\u5728\u8bfb\u535a\u58eb\u751f\uff0c\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u4e3a\u827a\u672f\u89c6\u89c9\u751f\u6210\u548c\u521b\u4f5c\uff0c\u6b64\u524d\u5728 ICCV \u53d1\u8868\u8fc7\u827a\u672f\u5b57\u4f53\u7684\u751f\u6210\u5de5\u4f5c\u3002\u5e08\u4ece Hao (Richard) Zhang, IEEE Fellow, Distinguished Professor, \u5e76\u62c5\u4efb SIGGRAPH 2025 Paper Chair.\u00a0<\/strong>\u672c\u6587\u5c3e\u4f5c Nanxuan (Cherry) \u00a0Zhao \u5728 Adobe Research \u62c5\u4efb Research Scientist, \u7814\u7a76\u65b9\u5411\u4e3a\u591a\u6a21\u6001\u53ef\u63a7\u751f\u6210\u548c\u7f16\u8f91\uff0c\u6709\u4e30\u5bcc\u7684\u4ea4\u53c9\u65b9\u5411\u7814\u7a76\u7ecf\u5386\uff08\u56fe\u5f62\u5b66 + \u56fe\u50cf + \u4eba\u673a\u4ea4\u4e92\uff09\uff0c\u81f4\u529b\u4e8e\u5f00\u53d1\u53ef\u4ee5\u8ba9\u7528\u6237\u66f4\u9ad8\u6548\u8fdb\u884c\u8bbe\u8ba1\u521b\u4f5c\u7684\u7b97\u6cd5\u548c\u5de5\u5177\u3002<\/strong><\/section>\n
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\u7ee7 Firefly \u89c6\u9891\u5927\u6a21\u578b\u516c\u5e03\u540e\uff0cAdobe \u7684\u7814\u7a76\u8005\u5728\u5982\u4f55\u66f4\u597d\u7684\u63a7\u5236\u89c6\u9891\u7684\u751f\u6210\u548c\u7f16\u8f91\u8fdb\u884c\u4e86\u66f4\u6df1\u5165\u7684\u7814\u7a76\u3002\u8fd1\u65e5\uff0cAdobe \u63d0\u51fa\u4e86\u4e00\u4e2a\u7edf\u4e00\u6a21\u578b\uff0c\u9664\u4e86\u4f20\u7edf\u7684\u6839\u636e\u56fe\u7247\u751f\u6210\u52a8\u753b\u7684\u529f\u80fd\uff08image animation\uff09\u5916\uff0c\u540c\u65f6\u652f\u6301\u5404\u79cd\u6a21\u6001\u7684\u63a7\u5236\uff0c\u5305\u62ec\u5173\u952e\u5e27 \uff08keyframes\uff09\u3001\u8fd0\u52a8\u8f68\u8ff9 \uff08sparse trajectory\uff09\u3001\u63a9\u7801\uff08mask\uff09\u3001\u5f15\u5bfc\u50cf\u7d20\uff08guiding pixels\uff09\u3001\u6587\u672c\u7b49\u3002<\/a><\/a><\/section>\n
\u8bba\u6587\u4e2d\u7684 demo \u8ba9\u4eba\u773c\u524d\u4e00\u4eae\uff0c\u4e0b\u9762\u4e00\u8d77\u6765\u770b\u770b\u6a21\u578b\u7684\u6548\u679c\uff1a<\/section>\n
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1. \u8fd0\u52a8\u8f68\u8ff9 \uff08sparse trajectory\uff09<\/strong><\/section>\n
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\u901a\u8fc7\u63d0\u4f9b\u7b80\u5355\u7684\u8f68\u8ff9\u7b14\u753b\uff0c\u5c0f\u718a\u6829\u6829\u5982\u751f\u5730\u52a8\u8d77\u6765\u4e86\u3002<\/section>\n
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2. \u63a9\u7801\uff08Mask\uff09<\/strong><\/section>\n
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MotionBridge \u4e0d\u4ec5\u53ef\u4ee5\u63a7\u5236\u7269\u4f53\u7684\u8fd0\u52a8\uff0c\u5982\u56fe\u6240\u793a\uff0c\u5c06\u7b80\u5355\u7684\u8fd0\u52a8\u7b14\u753b\u548c mask \u7ed3\u5408\u8d77\u6765\uff0c\u6a21\u578b\u4e5f\u53ef\u4ee5\u8f7b\u677e\u63a7\u5236\u955c\u5934\u89c6\u89d2\u3002<\/section>\n
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\u5982\u4e0a\u6240\u793a\u7684 mask \u63cf\u7ed8\u4e86\u53d8\u52a8\uff08dynamic\uff09\u533a\u57df\uff0c\u540c\u6837 mask \u4e5f\u53ef\u4ee5\u6307\u5b9a\u4e0d\u52a8\u7684\uff08static\uff0c\u7ea2\u8272\uff09\u533a\u57df\u3002\u63cf\u7ed8\u51fa\u6574\u5ea7\u6843\u6797\u56f4\u7740\u57ce\u5821\u65cb\u8f6c\u7684\u666f\u8c61\u3002<\/section>\n
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\u8ba9\u6211\u4eec\u770b\u770b\u540c\u6837\u7684\u56fe\u50cf\u548c\u8fd0\u52a8\u8f68\u8ff9\uff0c\u4e0d\u540c mask \u4f5c\u7528\u4e0b\u7684\u7ed3\u679c\u5427\u3002<\/section>\n
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3. \u5f15\u5bfc\u50cf\u7d20 \uff08guiding pixels\uff09<\/section>\n
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\u901a\u8fc7\u5c06\u60f3\u8981\u7684\u50cf\u7d20\u533a\u57df\u7c98\u8d34\u5728\u6307\u5b9a\u5e27\u7684\u6307\u5b9a\u4f4d\u7f6e\uff0c\u5c31\u53ef\u4ee5\u8fdb\u884c\u66f4\u7cbe\u51c6\u7684\u50cf\u7d20\u63a7\u5236\u3002\u5982\uff1a\u8239\u5728\u6307\u5b9a\u65f6\u95f4 \u201c\u822a\u884c\u201d \u5230\u6307\u5b9a\u4f4d\u7f6e\u3002<\/section>\n
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4. \u5173\u952e\u5e27 \uff08keyframes\uff09<\/section>\n
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\u63d0\u4f9b\u5173\u952e\u5e27\uff0c\u6a21\u578b\u53ef\u4ee5\u5728\u5173\u952e\u5e27\u4e4b\u95f4\u751f\u6210\u4e2d\u95f4\u5e27\uff0c\u5b9e\u73b0\u573a\u666f\u7684\u5e73\u6ed1\u5207\u6362\u3002\u5728\u89c6\u9891\u5185\u5bb9\u521b\u4f5c\u3001\u52a8\u753b\u5236\u4f5c\u3001\u89c6\u9891\u5408\u6210\u7b49\u65b9\u9762\u90fd\u6709\u81f3\u5173\u91cd\u8981\u7684\u4f5c\u7528\uff0c\u4f8b\u5982\u957f\u89c6\u9891\u5408\u6210 \/ \u751f\u6210\u3002\u9664\u4e86\u53ef\u4ee5\u751f\u6210\u6709\u522b\u4e8e\u4ee5\u5f80\u63d2\u5e27\u65b9\u6cd5\u66f4\u4e30\u5bcc\u56f0\u96be\u7684\u52a8\u4f5c\uff0c\u8fd8\u53ef\u4ee5\u81ea\u7136\u548c\u591a\u79cd\u6a21\u6001\u63a7\u5236\u7ed3\u5408\u3002<\/section>\n
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\u901a\u8fc7\u8fd0\u52a8\u8f68\u8ff9\u63a7\u5236\uff0c\u4e09\u4e2a\u5c0f\u7403\u53ef\u4ee5\u81ea\u7531\u5728\u5f6d\u7f57\u65af\u9636\u68af\u5206\u522b\u6eda\u52a8\u3002<\/section>\n

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\u52a0\u4e0a mask\uff0c\u64cd\u63a7\u98de\u8239\u5de6\u53f3\u6446\u52a8\u4e5f\u4e0d\u5728\u8bdd\u4e0b\uff0c\u8fde\u6d12\u4e0b\u6765\u7684\u5149\u4e5f\u8ffd\u968f\u79fb\u52a8<\/section>\n
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\u52a8\u9759\u7ed3\u5408\uff0c\u4e07\u5723\u8282\u88c5\u626e\u7684\u52a8\u56fe\u4e5f\u53ef\u4ee5\u591a\u79cd\u591a\u6837\uff1a<\/section>\n
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\u5f53\u91c7\u7528\u540c\u4e00\u5e27\u4f5c\u4e3a\u9996\u4f4d\u5e27\uff0c\u8fd8\u53ef\u4ee5\u4ea7\u751f\u5faa\u73af\u64ad\u653e\u7684\u5947\u5999\u6548\u679c\uff1a<\/section>\n
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\u5f53\u7136\uff0c\u5361\u901a\u89c6\u9891\u4e5f\u4e0d\u5728\u8bdd\u4e0b\uff1a<\/section>\n
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\u4e5f\u53ef\u4ee5\u8fdb\u884c\u89c6\u89d2\u8f6c\u5316\uff1a<\/section>\n
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\u4e0d\u5355\u5355\u53ef\u4ee5\u8fdb\u884c\u65b0\u89c6\u9891\u7684\u751f\u6210\u548c\u521b\u4f5c\uff0cMotionBridge \u8fd8\u53ef\u4ee5\u6539\u5584\u56fe\u751f\u89c6\u9891\u6216\u8005\u6587\u751f\u89c6\u9891\u7684\u6548\u679c\uff0c\u51cf\u5c11\u6b67\u4e49\u5e76\u589e\u52a0\u89c6\u9891\u590d\u6742\u5ea6\u548c\u53ef\u63a7\u6027\u3002<\/section>\n
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\u9664\u6b64\u4e4b\u5916\uff0c\u6700\u5e38\u7528\u7684\u6587\u672c\u4ea4\u4e92\u4e5f\u662f\u652f\u6301\u7684\u3002<\/section>\n
\u200d<\/section>\n
\u66f4\u591a\u7684\u7ed3\u679c\u548c\u5e94\u7528\uff0c\u8bf7\u53c2\u8003\u5b98\u65b9\u89c6\u9891\u3002<\/section>\n
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\u6280\u672f\u6982\u89c8<\/strong><\/section>\n

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\u5982\u4eca\uff0c\u5df2\u7ecf\u6709\u5f88\u591a\u6a21\u578b\u53ef\u4ee5\u8fdb\u884c\u56fe\u751f\u89c6\u9891\u7684\u521b\u4f5c\uff0c\u4f46\u751f\u6210\u7684\u7ed3\u679c\u5f80\u5f80\u7f3a\u5c11\u53ef\u63a7\u6027\uff0c\u7528\u6237\u8981\u8fdb\u884c\u5f88\u591a\u6b21\u7684\u8bd5\u9519\u624d\u80fd\u5f97\u5230\u6ee1\u610f\u7684\u7ed3\u679c\u3002\u672c\u6587\u63d0\u51fa\u4e86\u4e00\u4e2a\u540d\u4e3a MotionBridge \u7684\u7b97\u6cd5\u96c6\u6210\u4e86\u591a\u79cd\u53ef\u63a7\u4fe1\u53f7\uff0c\u65b9\u4fbf\u7528\u6237\u751f\u6210\u6216\u8005\u7f16\u8f91\u73b0\u6709\u7684\u89c6\u9891\u3002\u4e0d\u540c\u4e8e\u4ee5\u5f80\u5de5\u4f5c\uff0cMotionBridge \u4ee5\u63d2\u5e27\u4f5c\u4e3a\u57fa\u672c\u6846\u67b6\u6784\u5efa\u6a21\u578b\u3002\u5373\u6a21\u578b\u53ef\u4ee5\u901a\u8fc7\u8f93\u5165 1\uff5en \u5f20\u5173\u952e\u5e27\u6765\u751f\u6210\u5bf9\u5e94\u89c6\u9891\uff0c\u8865\u5168\u5e27\u4e0e\u5e27\u4e4b\u95f4\u7684\u6d41\u7545\u8fc7\u5ea6\u3002\u8fd9\u4e2a\u5efa\u6a21\u65b9\u5f0f\u81ea\u7136\u7684\u4fdd\u7559\u4e86\u539f\u672c\u56fe\u751f\u89c6\u9891\uff08image to video\uff09\u7684\u80fd\u529b\uff0c\u540c\u65f6\u63d0\u4f9b\u4e86\u66f4\u9ad8\u7684\u53ef\u63a7\u6027\u548c\u89c6\u9891\u751f\u6210\u8d28\u91cf\u3002<\/section>\n
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\u7136\u800c\uff0c\u4f20\u7edf\u7684\u63d2\u5e27\u65b9\u6cd5\u8fd8\u5177\u6709\u4e00\u5b9a\u7684\u5c40\u9650\u6027\uff0c\u4f20\u7edf\u65b9\u6cd5\u4e00\u822c\u5206\u4e3a\u8fd0\u52a8\u4f30\u8ba1\u548c\u8fd0\u52a8\u8865\u507f\u4e24\u4e2a\u6b65\u9aa4\uff0c\u4f46\u5f53\u8f93\u5165\u5e27\u4e4b\u95f4\u7684\u65f6\u95f4\u6216\u7a7a\u95f4\u95f4\u9694\u589e\u5927\u65f6\uff0c\u8fd0\u52a8\u4f30\u8ba1\u548c\u8865\u507f\u7684\u96be\u5ea6\u5448\u6307\u6570\u7ea7\u4e0a\u5347\u3002\u8fd9\u662f\u56e0\u4e3a\u8981\u751f\u6210\u903c\u771f\u7684\u4e2d\u95f4\u5e27\uff0c\u5c31\u5fc5\u987b\u586b\u8865\u8f93\u5165\u5e27\u4e4b\u95f4\u7f3a\u5931\u7684\u4fe1\u606f\uff0c\u800c\u8fd9\u5f80\u5f80\u9700\u8981\u5408\u6210\u5168\u65b0\u7684\u5185\u5bb9\uff0c\u8fd9\u5bf9\u4e8e\u4f20\u7edf\u65b9\u6cd5\u800c\u8a00\u662f\u4e00\u4e2a\u5de8\u5927\u7684\u6311\u6218\u3002<\/section>\n
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\u5c3d\u7ba1\u8fd1\u5e74\u6765\u89c6\u9891\u751f\u6210\u6a21\u578b\u53d6\u5f97\u4e86\u663e\u8457\u8fdb\u5c55\uff0c\u4e3a\u63d2\u5e27\u6280\u672f\u5e26\u6765\u4e86\u65b0\u7684\u53ef\u80fd\u6027\uff0c\u4f46\u8fd9\u4e9b\u6280\u672f\u4ecd\u7136\u5b58\u5728\u4e0d\u8db3\u3002\u4e00\u65b9\u9762\uff0c\u8bb8\u591a\u6a21\u578b\u96be\u4ee5\u751f\u6210\u590d\u6742\u7684\u5927\u52a8\u4f5c\uff0c\u65e0\u6cd5\u6ee1\u8db3\u521b\u4f5c\u8005\u5bf9\u4e8e\u4e30\u5bcc\u573a\u666f\u53d8\u5316\u7684\u9700\u6c42\uff1b\u53e6\u4e00\u65b9\u9762\uff0c\u5373\u4f7f\u80fd\u591f\u751f\u6210\u9ad8\u8d28\u91cf\u7684\u89c6\u9891\uff0c\u5374\u5e38\u5e38\u7f3a\u4e4f\u5bf9\u4e2d\u95f4\u5e27\u7ec6\u8282\u7684\u7cbe\u7ec6\u63a7\u5236\uff0c\u5bfc\u81f4\u6700\u7ec8\u751f\u6210\u7684\u89c6\u9891\u4e0e\u521b\u4f5c\u8005\u7684\u521b\u610f\u8bbe\u60f3\u5b58\u5728\u504f\u5dee\u3002<\/section>\n
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\u56e0\u6b64\uff0c\u4e3a\u4e86\u89e3\u51b3\u4ee5\u4e0a\u7684\u96be\u9898\uff0cMotionBridge \u7b2c\u4e00\u6b21\u8fdb\u884c\u4e86\u7edf\u4e00\u591a\u6a21\u6001\u53ef\u63a7\u63d2\u5e27\u89c6\u9891\u6a21\u578b\u7684\u5c1d\u8bd5\u3002<\/section>\n
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1. \u5206\u7c7b\u7f16\u7801\u63a7\u5236\u4fe1\u53f7\uff1a\u4e3a\u4e86\u51cf\u5c11\u63a7\u5236\u4fe1\u53f7\u878d\u5408\u65f6\u7684\u6b67\u4e49\uff0cMotionBridge \u5c06\u63a7\u5236\u5206\u4e3a\u5185\u5bb9\u63a7\u5236\uff08\u5982\u63a9\u7801\u548c\u5f15\u5bfc\u50cf\u7d20\uff09\u548c\u8fd0\u52a8\u63a7\u5236\uff08\u5982\u8f68\u8ff9\uff09\u4e24\u7c7b\uff0c\u901a\u8fc7\u53cc\u5206\u652f\u5d4c\u5165\u5668\u5206\u522b\u8ba1\u7b97\u6240\u9700\u7279\u5f81\uff0c\u518d\u5f15\u5bfc\u53bb\u566a\u8fc7\u7a0b\u3002\u8fd9\u6837\u7684\u8bbe\u8ba1\u80fd\u66f4\u7cbe\u51c6\u5730\u5904\u7406\u4e0d\u540c\u7c7b\u578b\u7684\u63a7\u5236\u4fe1\u606f\u3002<\/section>\n
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2. \u8fd0\u52a8\u8f68\u8ff9\u8868\u5f81\uff1a\u7528\u7b80\u5355\u4e14\u51c6\u786e\u7684\u4ea4\u4e92\u8868\u5f81\u65b9\u5f0f\u8fdb\u884c\u89c6\u9891\u8fd0\u52a8\u7684\u63a7\u5236\u9887\u5177\u6311\u6218\u3002\u8be5\u6a21\u578b\u63d0\u51fa\u4e00\u79cd\u751f\u6210\u5668\uff0c\u5b83\u80fd\u4ece\u5149\u6d41\u5408\u6210\u8f68\u8ff9\uff0c\u5e76\u5c06\u5176\u8f6c\u6362\u4e3a\u7a00\u758f RGB \u70b9\uff0c\u4f5c\u4e3a\u6a21\u578b\u8bad\u7ec3\u65f6\u7684\u8fd0\u52a8\u8868\u793a\uff0c\u6709\u6548\u63d0\u5347\u4e86\u8fd0\u52a8\u63a7\u5236\u7684\u51c6\u786e\u6027\u3002<\/section>\n
<\/a><\/section>\n
3. \u7a7a\u95f4\u5185\u5bb9\u63a7\u5236\u8868\u5f81\uff1aMotionBridge \u4e0d\u4ec5\u6709\u4f20\u7edf\u7684\u8f68\u8ff9\u63a7\u5236\uff0c\u8fd8\u589e\u52a0\u4e86\u63a9\u7801\u548c\u5f15\u5bfc\u50cf\u7d20\u7b49\u7a7a\u95f4\u5185\u5bb9\u63a7\u5236\u3002\u7528\u6237\u53ef\u4ee5\u6307\u5b9a\u60f3\u8981\u79fb\u52a8\u6216\u4fdd\u6301\u9759\u6b62\u7684\u533a\u57df\uff0c\u8fdb\u4e00\u6b65\u964d\u4f4e\u751f\u6210\u8fc7\u7a0b\u4e2d\u7684\u6b67\u4e49\uff0c\u63d0\u4f9b\u66f4\u7075\u6d3b\u7684\u521b\u4f5c\u6761\u4ef6\u3002<\/section>\n
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<\/section>\n
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2. \u6d88\u878d\u7814\u7a76<\/section>\n
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<\/a><\/section>\n
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