{"id":1098,"date":"2023-05-16T23:51:54","date_gmt":"2023-05-16T23:51:54","guid":{"rendered":"https:\/\/www.gdsig.cn\/?gdsig=196"},"modified":"2023-05-16T23:51:54","modified_gmt":"2023-05-16T23:51:54","slug":"post-196","status":"publish","type":"post","link":"https:\/\/test.gdsig.cn\/index.php\/2023\/05\/16\/post-196\/","title":{"rendered":"CSIG-\u5e7f\u4e1c\u7701CVPR2023\u8bba\u6587\u5206\u4eab\u5b66\u672f\u62a5\u544a\u4f1a\u5706\u6ee1\u843d\u5e55"},"content":{"rendered":"

\"\u56fe\u72472.png\"<\/p>\n

<\/p>\n

\u00a0\u00a0\u00a0<\/span>CSIG-\u5e7f\u4e1c\u7701CVPR2023\u8bba\u6587\u5206\u4eab\u5b66\u672f\u62a5\u544a\u4f1a\u4e8e2023\u5e745\u67086\u65e5\u6210\u529f\u53ec\u5f00\uff0c\u672c\u6b21\u5b66\u672f\u62a5\u544a\u4f1a\u7531\u4e2d\u56fd\u56fe\u8c61\u56fe\u5f62\u5b66\u5b66\u4f1a\uff08CSIG\uff09\u548c\u5e7f\u4e1c\u7701\u56fe\u8c61\u56fe\u5f62\u5b66\u4f1a\uff08GDISG\uff09\u4e3b\u529e\uff0c\u7531CSGI\u5e7f\u5dde\u4f1a\u5458\u6d3b\u52a8\u4e2d\u5fc3\u3001CSIG\u6587\u6863\u56fe\u50cf\u5206\u6790\u4e0e\u8bc6\u522b\u4e13\u59d4\u4f1a\u3001CSIG\u673a\u5668\u89c6\u89c9\u4e13\u59d4\u4f1a\u3001CSGI\u8ba1\u7b97\u673a\u89c6\u89c9\u4e13\u59d4\u4f1a\u3001GDSIG\u8ba1\u7b97\u673a\u89c6\u89c9\u4e13\u59d4\u4f1a\u3001\u534e\u5357\u7406\u5de5\u5927\u5b66\u7535\u5b50\u4e0e\u4fe1\u606f\u5b66\u9662\u548c\u4e2d\u5c71\u5927\u5b66\u8ba1\u7b97\u673a\u5b66\u9662\u8054\u5408\u627f\u529e\uff0c20\u4f4d\u5e7f\u4e1c\u7701\u56fe\u50cf\u56fe\u5f62\u9886\u57df\u7684\u4f18\u79c0\u9752\u5e74\u5b66\u5b50\u4ecb\u7ecd\u4e86\u4ed6\u4eecCVPR 2023\u5f55\u7528\u8bba\u6587\u7684\u6700\u65b0\u7814\u7a76\u6210\u679c\uff0c\u62a5\u544a\u4f1a\u5728B\u7ad9\u3001\u853b\u4eab\u5b66\u672f\u548c\u4e2d\u56fd\u56fe\u8c61\u56fe\u5f62\u5b66\u4f1a\u89c6\u9891\u53f7\u4e09\u4e2a\u5e73\u53f0\u8fdb\u884c\u4e86\u540c\u6b65\u76f4\u64ad\u3002\u6765\u81ea\u5168\u56fd\u5404\u5730\u7684\u542c\u4f17\u7ea66000\u4eba\u6b21\u5728\u7ebf\u53c2\u52a0\u4e86\u672c\u6b21\u5b66\u672f\u62a5\u544a\u4f1a\u3002<\/span><\/p>\n

<\/span><\/strong><\/p>\n

\"\u56fe\u72471.png\"<\/p>\n

CSIG\u5e7f\u5dde\u4f1a\u5458\u6d3b\u52a8\u4e2d\u5fc3\u4e3b\u5e2d\u8d56\u5251\u714c\u6559\u6388\u81f4\u5f00\u5e55\u8f9e<\/span><\/p>\n

\u00a0\u00a0\u00a0<\/span>\u4f1a\u8bae\u7531CSIG\u526f\u7406\u4e8b\u957f\u3001CSIG\u5e7f\u5dde\u4f1a\u5458\u6d3b\u52a8\u4e2d\u5fc3\u7684\u4e3b\u5e2d\u3001\u4e2d\u5c71\u5927\u5b66\u8d56\u5251\u714c\u6559\u6388\u81f4\u5f00\u5e55\u8bcd\u3002\u8d56\u6559\u6388\u6307\u51fa\uff0cCVPR\u662f\u8ba1\u7b97\u673a\u89c6\u89c9\u548c\u6a21\u5f0f\u8bc6\u522b\u7684\u9876\u7ea7\u5b66\u672f\u4f1a\u8bae\uff0c\u591a\u9886\u57df\u5185\u5bcc\u6709\u5f71\u54cd\u7684\u539f\u521b\u65b9\u6cd5\u90fd\u662f\u6765\u81ea\u4e8e\u8fd9\u4e2a\u4f1a\u8bae\uff0c\u4eca\u5e74\u4f1a\u8bae\u7684\u5f55\u7528\u7387\u4e3a25.76%\uff0c\u4ece9155\u7bc7\u8bba\u6587\u4e2d\u5f55\u7528\u4e862359\u7bc7\uff0c\u6295\u7a3f\u91cf\u975e\u5e38\u5927\uff0c\u80fd\u591f\u5f55\u7528\u975e\u5e38\u4e0d\u5bb9\u6613\u3002\u672c\u6b21\u4f1a\u8bae\u9080\u8bf7\u4e8620\u4f4d\u5e7f\u4e1c\u7701\u6b64\u9886\u57df\u90e8\u5206\u4f18\u79c0\u56e2\u961f\u7684\u9752\u5e74\u5b66\u5b50\uff0c\u4ecb\u7ecd\u4ed6\u4eec\u4eca\u5e74CVPR2023\u5f55\u7528\u8bba\u6587\u7684\u6700\u65b0\u7814\u7a76\u6210\u679c\uff0c\u8fd9\u4e9b\u7814\u7a76\u6210\u679c\u4e5f\u5c06\u4ee3\u8868\u6027\u7684\u5c55\u793a\u5e7f\u4e1c\u5b66\u8005\u5728\u8ba1\u7b97\u673a\u89c6\u89c9\u6a21\u5f0f\u8bc6\u522b\u9886\u57df\u7684\u5b66\u672f\u98ce\u91c7\u548c\u7814\u7a76\u6c34\u5e73\u3002<\/span><\/p>\n

\u00a0\u4ee5\u4e0b\u662f20\u4e2a\u62a5\u544a\u7684\u7b80\u8981\u603b\u7ed3\uff1a<\/span><\/p>\n


<\/span><\/p>\n

<\/span><\/strong><\/p>\n

\"\u56fe\u72472.png\"<\/p>\n

<\/p>\n

\u00a0\u00a0\u00a0<\/span>\u62a5\u544a1\uff1a\u6765\u81ea\u534e\u5357\u7406\u5de5\u5927\u5b66\u7684\u66f2\u6668\u5e06\u540c\u5b66\u505a\u4e86\u9898\u4e3a\u201c\u6587\u6863\u56fe\u50cf\u7be1\u6539\u68c0\u6d4b: \u65b0\u6570\u636e\u4e0e\u65b0\u65b9\u6cd5\u201d\u7684\u5b66\u672f\u62a5\u544a\uff0c\u8bba\u6587\u63d0\u51fa\u4e86Selective Tamper Generation (STG)\u6765\u81ea\u52a8\u57fa\u4e8e\u65e0\u7be1\u6539\u56fe\u50cf\u7d20\u6750\u5408\u6210\u7be1\u6539\u6837\u672c\uff0c\u6709\u6548\u6a21\u62df\u4e86\u4eba\u8fdb\u884c\u6587\u6863\u7be1\u6539\u7684\u8fc7\u7a0b\uff0c\u5e76\u9ad8\u6548\u5730\u751f\u6210\u5927\u91cf\u591a\u6837\u5316\u7684\u6587\u6863\u7be1\u6539\u6837\u672c\u3002\u540c\u65f6\u8fd8\u51fa\u4e86\u4e00\u79cd\u65b0\u7684\u6587\u6863\u56fe\u50cf\u7be1\u6539\u68c0\u6d4b\u65b9\u6cd5Document Tamper Detector (DTD)\uff0c\u80fd\u591f\u8f83\u4e3a\u6709\u6548\u5730\u68c0\u51fa\u65e0\u89c6\u89c9\u75d5\u8ff9\u7684\u6587\u6863\u56fe\u50cf\u7be1\u6539\uff0c\u5e76\u6709\u76f8\u5bf9\u8f83\u597d\u7684\u6297\u56fe\u50cf\u538b\u7f29\u9c81\u68d2\u6027\u548c\u6cdb\u5316\u6027\uff0c\u5728\u591a\u4e2a\u6587\u6863\u56fe\u50cf\u7be1\u6539\u68c0\u6d4b\u6570\u636e\u96c6\u4e0a\u5747\u8fbe\u5230\u4e86\u6700\u4f18\u6c34\u5e73\u3002<\/span>\u00a0 <\/span>\u00a0\u00a0\u00a0\u00a0<\/span>\u00a0 \u00a0\u00a0<\/span><\/p>\n

<\/span><\/strong><\/p>\n

\"\u56fe\u72473.png\"<\/p>\n

\u00a0\u00a0\u00a0<\/span>\u62a5\u544a2\uff1a\u6765\u81ea\u6df1\u5733\u5927\u5b66\u7684\u674e\u6d69\u540c\u5b66\u505a\u4e86\u9898\u4e3a\u201cStyleGene: \u57fa\u4e8e\u6a21\u62df\u9762\u90e8\u57fa\u56e0\u4ea4\u53c9\u7a81\u53d8\u7684\u4eb2\u5c5e\u5173\u7cfb\u4eba\u8138\u751f\u6210\u6a21\u578b\u201d\u7684\u5b66\u672f\u62a5\u544a\uff0c\u63d0\u51fa\u4e86\u4e00\u79cd\u4eb2\u5c5e\u5173\u7cfb\u4eba\u8138\u751f\u6210\u7684\u65b9\u6cd5\u3002\u8bba\u6587\u63d0\u51fa\u4e86\u4e00\u79cdRFG\uff08\u533a\u57df\u7ea7\u9762\u90e8\u57fa\u56e0\uff09\u63d0\u53d6\u6846\u67b6\u6765\u89e3\u51b3\u5177\u6709\u9057\u4f20\u5173\u7cfb\u7684\u9ad8\u8d28\u91cf\u540e\u4ee3\u9762\u5b54\u751f\u6210\u7684\u95ee\u9898\u3002\u4ed6\u4eec\u63d0\u51fa\u4f7f\u7528IGE\uff08\u57fa\u4e8e\u56fe\u50cf\u7684\u57fa\u56e0\u7f16\u7801\u5668\uff09\u3001LGE\uff08\u57fa\u4e8e\u6f5c\u5728\u7a7a\u95f4\u7684\u57fa\u56e0\u7f16\u7801\u5668\uff09\u548c\u57fa\u56e0\u89e3\u7801\u5668\u6765\u5b66\u4e60\u7ed9\u5b9a\u9762\u90e8\u56fe\u50cf\u7684RFG\u4ee5\u53caRFG\u4e0eStyleGAN2\u7684\u6f5c\u5728\u7a7a\u95f4\u4e4b\u95f4\u7684\u5173\u7cfb\u3002\u901a\u8fc7\u8bbe\u8ba1\u7c7b\u4f3c\u5faa\u73af\u7684\u635f\u5931\u51fd\u6570\u6765\u8861\u91cf\u57fa\u56e0\u89e3\u7801\u5668\u548c\u56fe\u50cf\u7f16\u7801\u5668\u7684\u8f93\u51fa\u4e4b\u95f4\u4ee5\u53caLGE\u548cIGE\u7684\u8f93\u51fa\u4e4b\u95f4\u7684L2\u8ddd\u79bb\uff0c\u6846\u67b6\u53ea\u9700\u8981\u9762\u90e8\u56fe\u50cf\u8fdb\u884c\u8bad\u7ec3\uff0c\u5373\u4e0d\u9700\u8981\u6210\u5bf9\u7684\u4eb2\u5c5e\u9762\u5b54\u6570\u636e\u3002\u57fa\u4e8e\u63d0\u51fa\u7684RFG\uff0c\u8fd8\u8fdb\u4e00\u6b65\u8bbe\u8ba1\u4e86\u4ea4\u53c9\u548c\u7a81\u53d8\u6a21\u5757\u6765\u7ee7\u627f\u7236\u6bcd\u7684\u9762\u90e8\u7279\u5f81\u3002\u57fa\u56e0\u6c60\u4e5f\u88ab\u7528\u6765\u5f15\u5165RFG\u7a81\u53d8\u7684\u53d8\u5316\uff0c\u4ece\u800c\u663e\u8457\u589e\u52a0\u4e86\u540e\u4ee3\u9762\u5b54\u7684\u591a\u6837\u6027\u3002\u5728FIW\u3001TSKinFace\u548cFF-Databases\u4e0a\u8fdb\u884c\u7684\u5b9a\u6027\u3001\u5b9a\u91cf\u548c\u4e3b\u89c2\u5b9e\u9a8c\u8bc1\u660e\uff0c\u8be5\u65b9\u6cd5\u751f\u6210\u7684\u4eb2\u5c5e\u5173\u7cfb\u4eba\u8138\u7684\u8d28\u91cf\u548c\u591a\u6837\u6027\u8981\u8fdc\u8fdc\u4f18\u4e8e\u73b0\u6709\u7684\u6700\u5148\u8fdb\u65b9\u6cd5\u3002<\/span>\u00a0<\/span><\/p>\n

<\/span><\/strong><\/p>\n

\"\u56fe\u72474.png\"<\/p>\n

\u00a0\u00a0\u00a0<\/span>\u62a5\u544a3\uff1a\u6765\u81ea\u4e2d\u5c71\u5927\u5b66\u7684\u5218\u7956\u6d69\u540c\u5b66\u505a\u4e86\u9898\u4e3a\u201c\u4f7f\u7528\u57fa\u4e8e\u63d0\u793a\u7279\u5f81\u6620\u5c04\u7684\u5f02\u5e38\u751f\u6210\u65b9\u5f0f\u4e8e\u89c6\u9891\u5f02\u5e38\u68c0\u6d4b\u4e2d\u201d\u7684\u5b66\u672f\u62a5\u544a\uff0c\u63d0\u51fa\u4e86\u4e00\u79cd\u5728\u76d1\u63a7\u89c6\u9891\u4e2d\u8fdb\u884c\u5f02\u5e38\u68c0\u6d4b\u7684\u65b9\u6cd5\u3002\u865a\u62df\u5f02\u5e38\u68c0\u6d4b\u6570\u636e\u96c6\u4e0e\u663e\u793a\u573a\u666f\u4e2d\u5b58\u5728\u5f02\u5e38\u5dee\u5f02\u548c\u573a\u666f\u5dee\u8ddd\uff0c\u8bba\u6587\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e\u63d0\u793a\u7684\u7279\u5f81\u6620\u5c04\u6846\u67b6\uff08PFMF\uff09\u6765\u89e3\u51b3\u5f02\u5e38\u5dee\u8ddd\u548c\u573a\u666f\u5dee\u8ddd\u7684\u95ee\u9898\u3002PFMF\u5305\u62ec\u4e00\u4e2a\u7531\u5f02\u5e38\u63d0\u793a\u5f15\u5bfc\u7684\u6620\u5c04\u7f51\u7edc\uff0c\u7528\u4e8e\u5728\u771f\u5b9e\u573a\u666f\u4e2d\u751f\u6210\u65e0\u754c\u7c7b\u578b\u7684\u672a\u89c1\u5f02\u5e38\uff0c\u5e76\u4e14\u5305\u62ec\u4e00\u4e2a\u6620\u5c04\u81ea\u9002\u5e94\u5206\u652f\uff0c\u901a\u8fc7\u5e94\u7528\u57df\u5206\u7c7b\u5668\u548c\u5f02\u5e38\u5206\u7c7b\u5668\u6765\u7f29\u5c0f\u573a\u666f\u5dee\u8ddd\u3002\u6240\u63d0\u51fa\u7684\u6846\u67b6\u5728\u4e09\u4e2a\u57fa\u51c6\u6570\u636e\u96c6\u4e0a\u4f18\u4e8e\u73b0\u6709\u6700\u5148\u8fdb\u65b9\u6cd5\uff0c\u5927\u91cf\u7684\u6d88\u878d\u5b9e\u9a8c\u4e5f\u8bc1\u660e\u4e86\u8be5\u6846\u67b6\u8bbe\u8ba1\u7684\u6709\u6548\u6027\u3002<\/span>\u00a0 \u00a0<\/span>\u00a0 \u00a0\u00a0<\/span><\/p>\n

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\"\u56fe\u72475.png\"<\/p>\n

\u00a0\u00a0\u00a0<\/span>\u62a5\u544a4\uff1a\u6765\u81ea\u534e\u5357\u7406\u5de5\u5927\u5b66\u7684\u5f6d\u653f\u534e\u540c\u5b66\u505a\u4e86\u9898\u4e3a\u201c\u57fa\u4e8e\u611f\u77e5\u548c\u8bed\u4e49\u6b63\u5219\u7684\u5e8f\u5217\u8bc6\u522b\u6a21\u578b\u7f6e\u4fe1\u5ea6\u6821\u51c6\u201d\u7684\u5b66\u672f\u62a5\u544a\uff0c\u63d0\u51fa\u4e86\u4e00\u79cd\u611f\u77e5\u548c\u8bed\u4e49\u611f\u77e5\u7684\u5e8f\u5217\u6b63\u5219\u5316\u6846\u67b6\uff0c\u53d1\u73b0\u4e0e\u76ee\u6807\u5e8f\u5217\u5177\u6709\u9ad8\u611f\u77e5\u548c\u8bed\u4e49\u76f8\u5173\u6027\u7684\u6807\u8bb0\/\u5e8f\u5217\u5305\u542b\u66f4\u76f8\u5173\u548c\u6709\u6548\u7684\u4fe1\u606f\uff0c\u53ef\u4ee5\u4fc3\u8fdb\u66f4\u6709\u6548\u7684\u6b63\u5219\u5316\u3002\u4ed6\u4eec\u5f15\u5165\u4e86\u4e00\u4e2a\u8bed\u4e49\u65e0\u5173\u7684\u8bc6\u522b\u6a21\u578b\u548c\u4e00\u4e2a\u8bed\u8a00\u6a21\u578b\uff0c\u5206\u522b\u83b7\u53d6\u5177\u6709\u9ad8\u611f\u77e5\u76f8\u4f3c\u6027\u548c\u8bed\u4e49\u76f8\u5173\u6027\u7684\u76f8\u4f3c\u5e8f\u5217\u3002\u6b64\u5916\uff0c\u7531\u4e8e\u6837\u672c\u7684\u96be\u5ea6\u4e0d\u540c\uff0c\u8fc7\u5ea6\u81ea\u4fe1\u7a0b\u5ea6\u4e5f\u4f1a\u6709\u6240\u53d8\u5316\u3002\u56e0\u6b64\uff0c\u4ed6\u4eec\u8fdb\u4e00\u6b65\u8bbe\u8ba1\u4e86\u4e00\u4e2a\u81ea\u9002\u5e94\u6821\u51c6\u5f3a\u5ea6\u6a21\u5757\uff0c\u4e3a\u6bcf\u4e2a\u6837\u672c\u8ba1\u7b97\u4e00\u4e2a\u96be\u5ea6\u5206\u6570\uff0c\u4ee5\u83b7\u5f97\u66f4\u7ec6\u7c92\u5ea6\u7684\u6b63\u5219\u5316\u3002\u5728\u7ecf\u5178\u7684\u5e8f\u5217\u8bc6\u522b\u4efb\u52a1\uff08\u5305\u62ec\u573a\u666f\u6587\u672c\u8bc6\u522b\u548c\u8bed\u97f3\u8bc6\u522b\uff09\u4e0a\u8fdb\u884c\u7684\u5e7f\u6cdb\u5b9e\u9a8c\u8bc1\u660e\uff0c\u8be5\u65b9\u6cd5\u90fd\u53d6\u5f97\u4e86\u6700\u5148\u8fdb\u7684\u7ed3\u679c\u3002<\/span><\/p>\n

<\/span><\/strong><\/p>\n

\"\u56fe\u72476.png\"<\/p>\n

\u00a0\u00a0\u00a0<\/span>\u62a5\u544a5\uff1a\u6765\u81ea\u4e2d\u56fd\u79d1\u5b66\u9662\u5927\u5b66\u7684\u5f90\u540d\u4e1a\u505a\u4e86\u9898\u4e3a\u201cMM-3DScene\uff1a\u4fe1\u606f\u4fdd\u7559\u8865\u5168\u548c\u4e00\u81f4\u6027\u81ea\u84b8\u998f\u7684\u5b9a\u5236\u5316\u63a9\u7801\u5efa\u6a213D\u573a\u201d\u7684\u5b66\u672f\u62a5\u544a\uff0c\u4ecb\u7ecd\u4e86\u4e00\u79cd\u5c06\u63a9\u7801\u5efa\u6a21\u5e94\u7528\u57283D\u573a\u666f\u7684\u65b0\u9896\u65b9\u6cd5\u3002\u8bba\u6587\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u9896\u7684\u4fe1\u606f\u4fdd\u7559\u91cd\u5efa\u65b9\u6cd5\uff0c\u901a\u8fc7\u63a2\u7d22\u5c40\u90e8\u7edf\u8ba1\u4fe1\u606f\u6765\u53d1\u73b0\u548c\u4fdd\u7559\u5177\u6709\u4ee3\u8868\u6027\u7684\u7ed3\u6784\u70b9\uff0c\u6709\u6548\u5730\u589e\u5f3a\u4e86\u5bf93D\u573a\u666f\u7406\u89e3\u7684\u9884\u8bad\u7ec3\u906e\u7f69\u4efb\u52a1\u3002\u7ed3\u5408\u6e10\u8fdb\u5f0f\u91cd\u5efa\u65b9\u5f0f\uff0c\u8be5\u65b9\u6cd5\u53ef\u4ee5\u96c6\u4e2d\u4e8e\u5bf9\u533a\u57df\u51e0\u4f55\u8fdb\u884c\u5efa\u6a21\uff0c\u5e76\u5728\u906e\u7f69\u91cd\u5efa\u8fc7\u7a0b\u4e2d\u51cf\u5c11\u6a21\u7cca\u6027\u3002\u6b64\u5916\uff0c\u5177\u6709\u6e10\u8fdb\u906e\u7f69\u6bd4\u7387\u7684\u8fd9\u79cd\u573a\u666f\u8fd8\u53ef\u4ee5\u7528\u6765\u81ea\u6211\u63d0\u70bc\u5176\u5185\u5728\u7684\u7a7a\u95f4\u4e00\u81f4\u6027\uff0c\u9700\u8981\u4ece\u672a\u906e\u7f69\u533a\u57df\u5b66\u4e60\u4e00\u81f4\u7684\u8868\u793a\u3002\u901a\u8fc7\u5c06\u5bf9\u906e\u7f69\u533a\u57df\u8fdb\u884c\u4fe1\u606f\u4fdd\u7559\u91cd\u5efa\u548c\u5bf9\u672a\u906e\u7f69\u533a\u57df\u8fdb\u884c\u4e00\u81f4\u6027\u81ea\u6211\u63d0\u70bc\u5de7\u5999\u5730\u7ed3\u5408\u8d77\u6765\uff0c\u56e2\u961f\u63d0\u51fa\u4e86\u4e00\u4e2a\u540d\u4e3aMM-3DScene\u7684\u7edf\u4e00\u6846\u67b6\u3002\u5728\u591a\u4e2a\u4e0b\u6e38\u4efb\u52a1\u4e0a\u8fdb\u884c\u4e86\u5168\u9762\u7684\u5b9e\u9a8c\uff0c\u5b9e\u9a8c\u7ed3\u679c\u90fd\u6709\u4e00\u81f4\u7684\u63d0\u5347\uff0c\u6807\u68c0\u6d4b\u4e2d\u7684+6.1% mAP@0.5\u548c\u8bed\u4e49\u5206\u5272\u4e2d\u7684+2.2% mIoU\u3002<\/span>\u00a0\u00a0<\/span>\u00a0 \u00a0\u00a0<\/span><\/p>\n

<\/span><\/strong><\/p>\n

\"\u56fe\u72477.png\"<\/p>\n

\u00a0\u00a0\u00a0<\/span>\u62a5\u544a6\uff1a\u6765\u81ea\u4e2d\u5c71\u5927\u5b66\u7684\u8c22\u9707\u5b87\u505a\u4e86\u9898\u4e3a\u201cGP-VTON\uff1a\u4e00\u79cd\u57fa\u4e8e\u5c40\u90e8\u5149\u6d41\u548c\u5168\u5c40\u8bed\u4e49\u5206\u5272\u7684\u901a\u7528\u865a\u62df\u8bd5\u7a7f\u65b9\u6cd5\u201d\u7684\u5b66\u672f\u62a5\u544a\uff0c\u901a\u8fc7\u5f00\u53d1\u521b\u65b0\u7684\u5c40\u90e8\u6d41\u5168\u5c40\u89e3\u6790\uff08LFGP\uff09\u53d8\u5f62\u6a21\u5757\u548c\u52a8\u6001\u68af\u5ea6\u622a\u65ad\uff08DGT\uff09\u8bad\u7ec3\u7b56\u7565\uff0c\u63d0\u51fa\u4e86\u4e00\u4e2a\u901a\u7528\u7684\u540d\u4e3aGP-VTON\u865a\u62df\u8bd5\u7a7f\u6846\u67b6\uff0c\u89e3\u51b3\u4e86\u5404\u5411\u5f02\u6027\u53d8\u5f62\u548c\u7eb9\u7406\u5931\u771f\u5e76\u8fc8\u5411\u771f\u5b9e\u4e16\u754c\u7684\u865a\u62df\u8bd5\u7a7f\u7684\u95ee\u9898\u3002\u4e0e\u5148\u524d\u7684\u5168\u5c40\u53d8\u5f62\u673a\u5236\u76f8\u6bd4\uff0cLFGP\u5229\u7528\u5c40\u90e8\u6d41\u6765\u5206\u522b\u5bf9\u670d\u88c5\u90e8\u4f4d\u8fdb\u884c\u53d8\u5f62\uff0c\u5e76\u901a\u8fc7\u5168\u5c40\u670d\u88c5\u89e3\u6790\u5c06\u5c40\u90e8\u53d8\u5f62\u7ed3\u679c\u7ec4\u5408\u8d77\u6765\uff0c\u4ece\u800c\u5f97\u5230\u5408\u7406\u7684\u53d8\u5f62\u90e8\u4f4d\u548c\u8bed\u4e49\u6b63\u786e\u7684\u5b8c\u6574\u670d\u88c5\uff0c\u5373\u4f7f\u5728\u9762\u4e34\u6311\u6218\u6027\u8f93\u5165\u65f6\u4e5f\u80fd\u5982\u6b64\u3002\u53e6\u4e00\u65b9\u9762\uff0cDGT\u8bad\u7ec3\u7b56\u7565\u52a8\u6001\u622a\u65ad\u91cd\u53e0\u533a\u57df\u7684\u68af\u5ea6\uff0c\u4e0d\u518d\u8981\u6c42\u53d8\u5f62\u7684\u670d\u88c5\u6ee1\u8db3\u8fb9\u754c\u7ea6\u675f\uff0c\u6709\u6548\u907f\u514d\u4e86\u7eb9\u7406\u6324\u538b\u95ee\u9898\u3002\u6b64\u5916\uff0c GP-VTON\u53ef\u4ee5\u8f7b\u677e\u6269\u5c55\u5230\u591a\u7c7b\u522b\u573a\u666f\uff0c\u5e76\u901a\u8fc7\u4f7f\u7528\u4e0d\u540c\u670d\u88c5\u7c7b\u522b\u7684\u6570\u636e\u8fdb\u884c\u8054\u5408\u8bad\u7ec3\u3002\u5728\u4e24\u4e2a\u9ad8\u5206\u8fa8\u7387\u57fa\u51c6\u6d4b\u8bd5\u4e0a\u8fdb\u884c\u7684\u5e7f\u6cdb\u5b9e\u9a8c\u8bc1\u660e\u4e86\u8be5\u65b9\u6cd5\u76f8\u5bf9\u4e8e\u73b0\u6709\u6700\u5148\u8fdb\u65b9\u6cd5\u7684\u4f18\u8d8a\u6027\u3002<\/span><\/p>\n

<\/span><\/strong><\/p>\n

\"\u56fe\u72478.png\"<\/p>\n

\u00a0\u00a0\u00a0<\/span>\u62a5\u544a7\uff1a\u6765\u81ea\u4e2d\u5c71\u5927\u5b66\u7684\u8463\u94a7\u660a\u505a\u4e86\u9898\u4e3a\u201c\u654c\u4eba\u7684\u654c\u4eba\u5c31\u662f\u6211\u7684\u670b\u53cb\uff1a\u63a2\u7d22\u53cd\u5411\u5bf9\u6297\u6837\u672c\u6765\u6539\u8fdb\u5bf9\u6297\u8bad\u7ec3\u201d\u7684\u5b66\u672f\u62a5\u544a\uff0c\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u9896\u7684\u5bf9\u6297\u8bad\u7ec3\u65b9\u6848\uff0c\u9f13\u52b1\u6a21\u578b\u5bf9\u6297\u6027\u6837\u672c\u53ca\u5176\u201c\u9006\u5bf9\u6297\u6027\u201d\u5bf9\u5e94\u7269\u4ea7\u751f\u76f8\u4f3c\u7684\u8f93\u51fa\u6982\u7387\u3002\u5bf9\u5e94\u7269\u662f\u901a\u8fc7\u5728\u81ea\u7136\u6837\u672c\u9644\u8fd1\u6700\u5927\u5316\u4f3c\u7136\u6765\u751f\u6210\u7684\u3002\u5728\u5404\u79cd\u89c6\u89c9\u6570\u636e\u96c6\u548c\u67b6\u6784\u4e0a\u8fdb\u884c\u7684\u5e7f\u6cdb\u5b9e\u9a8c\u8868\u660e\uff0c\u8be5\u65b9\u6cd5\u5728\u9c81\u68d2\u6027\u548c\u81ea\u7136\u7cbe\u5ea6\u65b9\u9762\u90fd\u8fbe\u5230\u4e86\u6700\u5148\u8fdb\u7684\u6c34\u5e73\u3002\u6b64\u5916\uff0c\u901a\u8fc7\u4f7f\u7528\u9006\u5bf9\u6297\u6027\u6837\u672c\u7684\u901a\u7528\u7248\u672c\uff0c\u4ed6\u4eec\u4ee5\u8f83\u4f4e\u7684\u8ba1\u7b97\u6210\u672c\u6539\u8fdb\u4e86\u5355\u6b65\u5bf9\u6297\u6027\u8bad\u7ec3\u6280\u672f\u7684\u6027\u80fd\u3002<\/span><\/p>\n

<\/span><\/strong><\/p>\n

\"\u56fe\u72479.png\"<\/p>\n

\u00a0\u00a0\u00a0<\/span>\u62a5\u544a8\uff1a\u6765\u81ea\u534e\u5357\u7406\u5de5\u5927\u5b66\u7684\u5510\u6167\u505a\u4e86\u9898\u4e3a\u201c\u4e00\u4e2a\u65b0\u7684\u57fa\u51c6\uff1a\u5408\u6210\u6570\u636e\u5bf9\u76d1\u7763\u5b66\u4e60\u4e0e\u4e0b\u6e38\u8fc1\u79fb\u7684\u529f\u7528\u7814\u7a76\u201d\u7684\u5b66\u672f\u62a5\u544a\uff0c\u4f5c\u8005\u901a\u8fc7\u9886\u57df\u968f\u673a\u5316\u7684\u4e09\u7ef4\u6e32\u67d3\u751f\u6210\u5408\u6210\u6570\u636e\uff0c\u5728\u8fd9\u6761\u8def\u7ebf\u4e2d\u8fdb\u884c\u4e86\u6df1\u5165\u5e7f\u6cdb\u7684\u7814\u7a76\uff0c\u6d89\u53ca\u65e0\u76d1\u7763\u5b66\u4e60\u548c\u4e0b\u6e38\u9886\u57df\u81ea\u9002\u5e94\u3002\u5728\u7531\u4e09\u7ef4\u6e32\u67d3\u5b9e\u73b0\u7684\u826f\u597d\u63a7\u5236\u7684\u72ec\u7acb\u540c\u5206\u5e03\u6570\u636e\u8bbe\u7f6e\u4e0b\uff0c\u4ed6\u4eec\u7cfb\u7edf\u5730\u9a8c\u8bc1\u4e86\u5178\u578b\u7684\u91cd\u8981\u5b66\u4e60\u89c1\u89e3\uff0c\u4f8b\u5982\u5feb\u6377\u5b66\u4e60\uff0c\u5e76\u53d1\u73b0\u4e86\u5404\u79cd\u6570\u636e\u89c4\u5219\u548c\u7f51\u7edc\u67b6\u6784\u5728\u6cdb\u5316\u4e2d\u7684\u65b0\u89c4\u5f8b\u3002\u4ed6\u4eec\u4e00\u6b65\u7814\u7a76\u4e86\u56fe\u50cf\u5f62\u6210\u56e0\u7d20\u5bf9\u6cdb\u5316\u7684\u5f71\u54cd\uff0c\u4f8b\u5982\u5bf9\u8c61\u5c3a\u5ea6\u3001\u6750\u8d28\u7eb9\u7406\u3001\u5149\u7167\u3001\u76f8\u673a\u89c6\u89d2\u548c\u4e09\u7ef4\u573a\u666f\u4e2d\u7684\u80cc\u666f\u3002\u6b64\u5916\uff0c\u4ed6\u4eec\u5c06\u4ece\u4eff\u771f\u5230\u73b0\u5b9e\u7684\u9002\u5e94\u4f5c\u4e3a\u4e0b\u6e38\u4efb\u52a1\uff0c\u6bd4\u8f83\u4e86\u5408\u6210\u6570\u636e\u548c\u771f\u5b9e\u6570\u636e\u5728\u9884\u8bad\u7ec3\u65f6\u7684\u53ef\u8f6c\u79fb\u6027\uff0c\u7ed3\u679c\u8868\u660e\u5408\u6210\u6570\u636e\u7684\u9884\u8bad\u7ec3\u4e5f\u6709\u671b\u6539\u5584\u771f\u5b9e\u6d4b\u8bd5\u7ed3\u679c\u3002\u6700\u540e\uff0c\u4e3a\u4e86\u4fc3\u8fdb\u672a\u6765\u7684\u7814\u7a76\uff0c\u4ed6\u4eec\u5f00\u53d1\u4e86\u4e00\u4e2a\u65b0\u7684\u5927\u89c4\u6a21\u5408\u6210\u5230\u771f\u5b9e\u7684\u56fe\u50cf\u5206\u7c7b\u57fa\u51c6\uff0c\u79f0\u4e3aS2RDA\uff0c\u4e3a\u4ece\u4eff\u771f\u5230\u73b0\u5b9e\u7684\u8f6c\u79fb\u63d0\u4f9b\u4e86\u66f4\u5927\u7684\u6311\u6218\u3002<\/span><\/p>\n

<\/span><\/strong><\/p>\n

\"\u56fe\u724710.png\"<\/p>\n

\u00a0\u00a0\u00a0<\/span>\u62a5\u544a9\uff1a\u6765\u81ea\u534e\u5357\u7406\u5de5\u5927\u5b66\u7684\u4ee3\u6e2f\u505a\u4e86\u9898\u4e3a\u201c\u57fa\u4e8e\u4e66\u5199\u8005\u98ce\u683c\u548c\u5b57\u7b26\u98ce\u683c\u89e3\u8026\u7684\u624b\u5199\u6587\u5b57\u751f\u6210\u201d\u7684\u5b66\u672f\u62a5\u544a\uff0c\u63d0\u51fa\u4ece\u4e2a\u4f53\u624b\u5199\u4e2d\u89e3\u8026\u4f5c\u5bb6\u548c\u5b57\u7b26\u7ea7\u522b\u7684\u98ce\u683c\u8868\u793a\uff0c\u4ee5\u5408\u6210\u903c\u771f\u7684\u98ce\u683c\u5316\u5728\u7ebf\u624b\u5199\u5b57\u7b26\u3002\u4ed6\u4eec\u63d0\u51fa\u4e86\u98ce\u683c\u89e3\u8026\u53d8\u6362\u5668\uff08SDT\uff09\uff0c\u5b83\u91c7\u7528\u4e24\u79cd\u4e92\u8865\u7684\u5bf9\u6bd4\u76ee\u6807\uff0c\u5206\u522b\u63d0\u53d6\u53c2\u8003\u6837\u672c\u7684\u98ce\u683c\u5171\u6027\u548c\u6355\u6349\u6bcf\u4e2a\u6837\u672c\u7684\u8be6\u7ec6\u98ce\u683c\u6a21\u5f0f\u3002\u5bf9\u5404\u79cd\u8bed\u8a00\u6587\u5b57\u7684\u5e7f\u6cdb\u5b9e\u9a8c\u8bc1\u660e\u4e86SDT\u7684\u6709\u6548\u6027\u3002\u4ed6\u4eec\u7684\u5b9e\u9a8c\u7814\u7a76\u53d1\u73b0\uff0c\u8fd9\u4e24\u79cd\u5b66\u4e60\u5230\u7684\u98ce\u683c\u8868\u793a\u5728\u4e0d\u540c\u9891\u7387\u5e45\u5ea6\u4e0a\u63d0\u4f9b\u4e86\u4fe1\u606f\uff0c\u7a81\u663e\u4e86\u5206\u79bb\u98ce\u683c\u63d0\u53d6\u7684\u91cd\u8981\u6027\u3002<\/span><\/p>\n

<\/span><\/strong><\/p>\n

\"\u56fe\u724711.png\"<\/p>\n

\u00a0\u00a0\u00a0<\/span>\u62a5\u544a10\uff1a\u6765\u81ea\u4e2d\u5c71\u5927\u5b66\u7684\u5f20\u5609\u8bda\u505a\u4e86\u9898\u4e3a\u201cSemi-DETR:\u57fa\u4e8eTransformer\u68c0\u6d4b\u5668\u7684\u534a\u76d1\u7763\u76ee\u6807\u68c0\u6d4b\u201d\u7684\u5b66\u672f\u62a5\u544a\uff0c\u5bf9\u57fa\u4e8eDETR\u7684\u534a\u76d1\u7763\u76ee\u6807\u68c0\u6d4b\uff08SSOD\uff09\u6846\u67b6\u8fdb\u884c\u4e86\u5206\u6790\uff0c\u5e76\u53d1\u73b0\u4e86\u4e00\u4e9b\u95ee\u9898\u3002\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\uff0c\u4ed6\u4eec\u63d0\u51fa\u4e86Semi-DETR\uff0c\u8fd9\u662f\u7b2c\u4e00\u4e2a\u57fa\u4e8eTransformer\u7684\u7aef\u5230\u7aef\u534a\u76d1\u7763\u76ee\u6807\u68c0\u6d4b\u5668\u3002\u4ed6\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u5206\u9636\u6bb5\u6df7\u5408\u5339\u914d\u7b56\u7565\uff0c\u5c06\u4e00\u5bf9\u591a\u5206\u914d\u7b56\u7565\u548c\u4e00\u5bf9\u4e00\u5206\u914d\u7b56\u7565\u76f8\u7ed3\u5408\uff0c\u4ee5\u63d0\u9ad8\u7b2c\u4e00\u9636\u6bb5\u7684\u8bad\u7ec3\u6548\u7387\uff0c\u5e76\u4e3a\u7b2c\u4e8c\u9636\u6bb5\u7684\u8bad\u7ec3\u63d0\u4f9b\u9ad8\u8d28\u91cf\u7684\u4f2a\u6807\u7b7e\u3002\u6b64\u5916\uff0c\u4ed6\u4eec\u5f15\u5165\u4e86\u4e00\u79cd\u8de8\u89c6\u56fe\u67e5\u8be2\u4e00\u81f4\u6027\u65b9\u6cd5\uff0c\u4ee5\u5b66\u4e60\u4e0d\u540c\u89c6\u56fe\u4e0b\u76ee\u6807\u67e5\u8be2\u7684\u8bed\u4e49\u7279\u5f81\u4e0d\u53d8\u6027\uff0c\u540c\u65f6\u907f\u514d\u4e86\u9700\u8981\u627e\u5230\u786e\u5b9a\u6027\u67e5\u8be2\u5bf9\u5e94\u5173\u7cfb\u7684\u95ee\u9898\u3002\u6b64\u5916\uff0c\u4ed6\u4eec\u8fd8\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e\u6210\u672c\u7684\u4f2a\u6807\u7b7e\u6316\u6398\u6a21\u5757\uff0c\u6839\u636e\u4f2a\u6807\u6ce8\u8fb9\u754c\u6846\u7684\u5339\u914d\u6210\u672c\u52a8\u6001\u6316\u6398\u66f4\u591a\u7684\u4f2a\u6846\uff0c\u7528\u4e8e\u4e00\u81f4\u6027\u8bad\u7ec3\u3002\u5728COCO\u548cPascal VOC\u57fa\u51c6\u6570\u636e\u96c6\u7684\u6240\u6709SSOD\u8bbe\u7f6e\u4e0a\u8fdb\u884c\u4e86\u5927\u91cf\u5b9e\u9a8c\u8bc1\u660e\uff0c\u4ed6\u4eec\u7684Semi-DETR\u65b9\u6cd5\u660e\u663e\u4f18\u4e8e\u6240\u6709\u73b0\u6709\u7684\u65b9\u6cd5\u3002<\/span><\/p>\n

<\/span><\/strong><\/p>\n

\"\u56fe\u724712.png\"<\/p>\n

\u00a0\u00a0\u00a0<\/span>\u62a5\u544a11\uff1a\u6765\u81ea\u4e2d\u5c71\u5927\u5b66\u7684\u718a\u6c5f\u660a\u505a\u4e86\u9898\u4e3a\u201c\u57fa\u4e8e\u76f8\u4f3c\u5ea6\u5ea6\u91cf\u5b66\u4e60\u7684\u53ef\u89c1\u5149-\u8fd1\u7ea2\u5916\u5c0f\u80a1\u4eba\u7fa4\u91cd\u8bc6\u522b\u201d\u7684\u5b66\u672f\u62a5\u544a\uff0c\u63d0\u51fa\u4e86\u4e00\u79cd\u5ea6\u91cf\u5b66\u4e60\u65b9\u6cd5Closest Permutation Matching\uff08CPM\uff09\u7528\u4e8eRGB-\u7ea2\u5916\u7684\u7fa4\u4f53\u518d\u8bc6\u522b\uff08RGB-IR G-ReID\uff09\u3002\u4ed6\u4eec\u5c06\u6bcf\u4e2a\u7fa4\u4f53\u5efa\u6a21\u4e3a\u4e00\u7ec4\u901a\u8fc7MPANet\u63d0\u53d6\u7684\u5355\u4eba\u7279\u5f81\uff0c\u5e76\u63d0\u51fa\u4e86\u6700\u8fd1\u7f6e\u6362\u8ddd\u79bb\uff08CPD\uff09\u5ea6\u91cf\u6765\u8861\u91cf\u4e24\u7ec4\u7279\u5f81\u4e4b\u95f4\u7684\u76f8\u4f3c\u6027\u3002CPD\u5bf9\u4e8e\u7fa4\u4f53\u6210\u5458\u987a\u5e8f\u7684\u6539\u53d8\u662f\u4e0d\u53d8\u7684\uff0c\u56e0\u6b64\u89e3\u51b3\u4e86G-ReID\u4e2d\u7684\u5e03\u5c40\u53d8\u5316\u95ee\u9898\u3002\u6b64\u5916\uff0c\u4ed6\u4eec\u4ecb\u7ecd\u4e86\u65e0\u4eba\u5458\u6807\u7b7e\u7684G-ReID\u95ee\u9898\u3002\u5728\u5f31\u76d1\u7763\u7684\u60c5\u51b5\u4e0b\uff0c\u4ed6\u4eec\u8bbe\u8ba1\u4e86\u5173\u7cfb\u611f\u77e5\u6a21\u5757\uff08RAM\uff09\uff0c\u5229\u7528\u89c6\u89c9\u4e0a\u4e0b\u6587\u548c\u7fa4\u4f53\u6210\u5458\u4e4b\u95f4\u7684\u5173\u7cfb\u6765\u4ea7\u751f\u6bcf\u4e2a\u7fa4\u4f53\u4e2d\u7279\u5f81\u7684\u6a21\u6001\u4e0d\u53d8\u987a\u5e8f\uff0c\u901a\u8fc7\u8be5\u987a\u5e8f\u5c06\u7ec4\u5185\u7684\u7fa4\u4f53\u6210\u5458\u7279\u5f81\u6392\u5e8f\uff0c\u5f62\u6210\u5bf9\u6297\u6a21\u6001\u53d8\u5316\u7684\u5f3a\u5927\u7fa4\u4f53\u8868\u793a\u3002\u4e3a\u652f\u6301RGB-IR G-ReID\u7684\u7814\u7a76\uff0c\u4ed6\u4eec\u6784\u5efa\u4e86\u4e00\u4e2a\u65b0\u7684\u5927\u89c4\u6a21RGB-IR G-ReID\u6570\u636e\u96c6CM-Group\u3002\u8be5\u6570\u636e\u96c6\u5305\u542b427\u4e2a\u7fa4\u4f53\u548c1,013\u4e2a\u8eab\u4efd\u768415,440\u4e2aRGB\u56fe\u50cf\u548c15,506\u4e2a\u7ea2\u5916\u56fe\u50cf\u3002\u5bf9\u65b0\u6570\u636e\u96c6\u7684\u5927\u91cf\u5b9e\u9a8c\u9a8c\u8bc1\u4e86\u6240\u63d0\u51fa\u6a21\u578b\u7684\u6709\u6548\u6027\u548cCM-Group\u7684\u590d\u6742\u6027\u3002<\/span><\/p>\n

<\/span><\/p>\n

<\/span><\/strong><\/p>\n

\"\u56fe\u724713.png\"<\/p>\n

\u00a0\u00a0\u00a0<\/span>\u62a5\u544a12\uff1a\u6765\u81ea\u6e05\u534e\u5927\u5b66\u7684\u5409\u96c5\u592a\u505a\u4e86\u9898\u4e3a\u201c\u770b\u5230\u4f60\u7f3a\u5931\u7684\uff1a\u57fa\u4e8e\u8bed\u4e49\u8865\u5168\u5b66\u4e60\u7684\u89c6\u89c9\u8bed\u8a00\u9884\u8bad\u7ec3\u201d\u7684\u5b66\u672f\u62a5\u544a\uff0c\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u9896\u7684\u8bed\u4e49\u8865\u5168\u5b66\u4e60\uff08SCL\uff09\u4efb\u52a1\uff0c\u4f5c\u4e3a\u73b0\u6709\u5c4f\u853d\u5efa\u6a21\u4efb\u52a1\u7684\u8865\u5145\uff0c\u4ee5\u4fc3\u8fdb\u5168\u5c40\u8bed\u4e49\u8868\u793a\u5230\u5c40\u90e8\u7684\u5bf9\u9f50\u3002SCL\u4efb\u52a1\u901a\u8fc7\u4ece\u53e6\u4e00\u6a21\u6001\u4e2d\u6355\u83b7\u76f8\u5e94\u4fe1\u606f\u6765\u8865\u5145\u5c4f\u853d\u6570\u636e\u7684\u7f3a\u5931\u8bed\u4e49\uff0c\u4fc3\u8fdb\u5b66\u4e60\u66f4\u5177\u4ee3\u8868\u6027\u7684\u5168\u5c40\u7279\u5f81\uff0c\u8fd9\u5bf9\u4e0b\u6e38\u4efb\u52a1\u7684\u6027\u80fd\u6709\u5f88\u5927\u5f71\u54cd\u3002\u6b64\u5916\uff0c\u4ed6\u4eec\u8fd8\u63d0\u51fa\u4e86\u4e00\u79cd\u7075\u6d3b\u7684\u89c6\u89c9\u7f16\u7801\u5668\uff0c\u4f7f\u4ed6\u4eec\u7684\u6a21\u578b\u80fd\u591f\u540c\u65f6\u6267\u884c\u56fe\u50cf-\u6587\u672c\u548c\u89c6\u9891-\u6587\u672c\u591a\u6a21\u6001\u4efb\u52a1\u3002\u5b9e\u9a8c\u8bc1\u660e\uff0c\u4ed6\u4eec\u63d0\u51fa\u7684\u65b9\u6cd5\u5728\u5404\u79cd\u89c6\u89c9-\u8bed\u8a00\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u53d6\u5f97\u4e86\u6700\u5148\u8fdb\u7684\u6027\u80fd\uff0c\u5982\u89c6\u89c9\u95ee\u7b54\u3001\u56fe\u50cf-\u6587\u672c\u68c0\u7d22\u548c\u89c6\u9891-\u6587\u672c\u68c0\u7d22\u3002<\/span><\/p>\n

<\/span><\/p>\n

\"\u56fe\u724714.png\"<\/p>\n

\u00a0\u00a0\u00a0<\/span>\u62a5\u544a13\uff1a\u6765\u81ea\u4e2d\u5c71\u5927\u5b66\u7684\u6881\u66e6\u6587\u505a\u4e86\u9898\u4e3a\u201c\u7528\u4e8e\u81ea\u52a8\u9a7e\u9a76\u7edf\u4e00\u611f\u77e5\u4e2d\u7684\u89c6\u89c9\u8303\u4f8b\u9a71\u52a8\u7684\u4efb\u52a1\u63d0\u793a\u201d\u7684\u5b66\u672f\u62a5\u544a\uff0c\u4ed6\u4eec\u5e7f\u6cdb\u7814\u7a76\u4e86\u6d41\u884c\u7684\u591a\u4efb\u52a1\u65b9\u6cd5\u5728\u5927\u89c4\u6a21\u9a7e\u9a76\u6570\u636e\u96c6\u4e0a\u7684\u6027\u80fd\uff0c\u5168\u9762\u8bc4\u4f30\u76ee\u524d\u81ea\u52a8\u9a7e\u9a76\u4e2d\u7684\u591a\u4efb\u52a1\u5b66\u4e60\u65b9\u6cd5\uff0c\u8be5\u6570\u636e\u96c6\u6db5\u76d6\u4e86\u56db\u4e2a\u5e38\u89c1\u7684\u611f\u77e5\u4efb\u52a1\uff0c\u5305\u62ec\u76ee\u6807\u68c0\u6d4b\u3001\u8bed\u4e49\u5206\u5272\u3001\u53ef\u884c\u9a76\u533a\u57df\u5206\u5272\u548c\u8f66\u9053\u68c0\u6d4b\u3002\u4ed6\u4eec\u5bf9\u5f53\u524d\u7684\u591a\u4efb\u52a1\u5b66\u4e60\u65b9\u6cd5\u5728\u4e0d\u540c\u5e38\u89c1\u8bbe\u7f6e\u4e0b\u8fdb\u884c\u4e86\u6df1\u5165\u5206\u6790\uff0c\u5e76\u53d1\u73b0\u4e0e\u5355\u4efb\u52a1\u57fa\u51c6\u76f8\u6bd4\uff0c\u73b0\u6709\u65b9\u6cd5\u53d6\u5f97\u4e86\u8fdb\u5c55\uff0c\u4f46\u4ecd\u5b58\u5728\u8f83\u5927\u7684\u6027\u80fd\u5dee\u8ddd\u3002\u4e3a\u4e86\u7f13\u89e3\u81ea\u52a8\u9a7e\u9a76\u4e2d\u7684\u8fd9\u4e00\u56f0\u5883\uff0c\u4ed6\u4eec\u63d0\u51fa\u4e86\u4e00\u4e2a\u6709\u6548\u7684\u591a\u4efb\u52a1\u6846\u67b6VE-Prompt\uff0c\u901a\u8fc7\u4efb\u52a1\u7279\u5b9a\u7684\u63d0\u793a\u5f15\u5165\u89c6\u89c9\u793a\u4f8b\uff0c\u5f15\u5bfc\u6a21\u578b\u5b66\u4e60\u9ad8\u8d28\u91cf\u7684\u4efb\u52a1\u7279\u5b9a\u8868\u793a\u3002\u4ed6\u4eec\u57fa\u4e8e\u8fb9\u754c\u6846\u548c\u57fa\u4e8e\u989c\u8272\u7684\u6807\u8bb0\u751f\u6210\u89c6\u89c9\u793a\u4f8b\uff0c\u63d0\u4f9b\u76ee\u6807\u7c7b\u522b\u7684\u51c6\u786e\u89c6\u89c9\u5916\u89c2\uff0c\u5e76\u8fdb\u4e00\u6b65\u51cf\u5c0f\u6027\u80fd\u5dee\u8ddd\u3002\u6b64\u5916\uff0c\u4ed6\u4eec\u5c06\u57fa\u4e8eTransformer\u7684\u7f16\u7801\u5668\u548c\u5377\u79ef\u5c42\u76f8\u7ed3\u5408\uff0c\u5b9e\u73b0\u81ea\u52a8\u9a7e\u9a76\u4e2d\u9ad8\u6548\u51c6\u786e\u7684\u7edf\u4e00\u611f\u77e5\u3002\u5728\u591a\u6837\u5316\u7684\u81ea\u52a8\u9a7e\u9a76\u6570\u636e\u96c6BDD100K\u4e0a\u8fdb\u884c\u7684\u5168\u9762\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0cVE-Prompt\u6539\u8fdb\u4e86\u591a\u4efb\u52a1\u57fa\u51c6\uff0c\u5e76\u8fdb\u4e00\u6b65\u8d85\u8d8a\u4e86\u5355\u4efb\u52a1\u6a21\u578b\u3002<\/span><\/p>\n

<\/span><\/p>\n

<\/span><\/p>\n

<\/span><\/strong><\/p>\n

\"\u56fe\u724715.png\"<\/p>\n

\u00a0\u00a0\u00a0<\/span>\u62a5\u544a14\uff1a\u6765\u81ea\u54c8\u5c14\u6ee8\u5de5\u4e1a\u5927\u5b66\u7684\u5218\u4e9a\u535a\u505a\u4e86\u9898\u4e3a\u201cCIGAR:\u57fa\u4e8e\u8de8\u6a21\u6001\u56fe\u63a8\u7406\u7684\u9886\u57df\u81ea\u9002\u5e94\u76ee\u6807\u68c0\u6d4b\u7814\u7a76\u201d\u7684\u5b66\u672f\u62a5\u544a\uff0c\u63d0\u51fa\u4e86\u4e00\u79cd\u8de8\u6a21\u6001\u56fe\u63a8\u7406\u81ea\u9002\u5e94\uff08CIGAR\uff09\u65b9\u6cd5\uff0c\u89e3\u51b3\u4e86\u73b0\u6709\u7684\u56fe\u57fa\u65b9\u6cd5\u5728UDA-OD\u4e2d\u65e0\u6cd5\u5b66\u4e60\u9002\u5f53\u7684\u56fe\u8282\u70b9\u96c6\u7684\u95ee\u9898\u3002\u4ed6\u4eec\u7684\u65b9\u6cd5\u5728\u8bed\u8a00\u6a21\u6001\u56fe\u548c\u89c6\u89c9\u6a21\u6001\u56fe\u4e4b\u95f4\u8fdb\u884c\u8de8\u6a21\u6001\u56fe\u63a8\u7406\uff0c\u589e\u5f3a\u5b83\u4eec\u7684\u8868\u793a\u80fd\u529b\u3002\u4ed6\u4eec\u8fd8\u63d0\u51fa\u4e86\u4e00\u79cd\u5224\u522b\u6027\u7279\u5f81\u9009\u62e9\u5668\uff0c\u7528\u4e8e\u627e\u5230\u6700\u5177\u533a\u5206\u6027\u7684\u7279\u5f81\uff0c\u5e76\u5c06\u5176\u4f5c\u4e3a\u89c6\u89c9\u56fe\u7684\u8282\u70b9\uff0c\u4ee5\u63d0\u9ad8\u6548\u7387\u548c\u6548\u679c\u3002\u6b64\u5916\uff0c\u4ed6\u4eec\u91c7\u7528\u8bed\u8a00\u56fe\u5339\u914d\u635f\u5931\u6765\u8c03\u8282\u8bed\u8a00\u56fe\u7684\u66f4\u65b0\uff0c\u5e76\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u7ef4\u6301\u5176\u8bed\u4e49\u8868\u793a\u3002\u5168\u9762\u7684\u5b9e\u9a8c\u8bc1\u5b9e\u4e86\u4ed6\u4eec\u63d0\u51fa\u7684CIGAR\u65b9\u6cd5\u7684\u6709\u6548\u6027\u3002<\/span><\/p>\n

<\/span><\/p>\n

\"\u56fe\u724716.png\"<\/p>\n

\u00a0\u00a0\u00a0<\/span>\u62a5\u544a15\uff1a\u6765\u81ea\u4e2d\u5c71\u5927\u5b66\u7684\u9ec4\u65e5\u806a\u505a\u4e86\u9898\u4e3a\u201c\u6570\u5316\u9690\u5f0f\u8868\u8fbe\u7684\u97f3\u9891\u9a71\u52a8\u6570\u5b57\u8bf4\u8bdd\u4eba\u89c6\u9891\u751f\u6210\u201d\u7684\u5b66\u672f\u62a5\u544a\uff0c\u63d0\u51fa\u4e86\u4e00\u79cd\u65e2\u5177\u6709\u53ef\u63a7\u6027\u53c8\u80fd\u751f\u6210\u9ad8\u8d28\u91cf\u8bf4\u8bdd\u5934\u50cf\u7684\u97f3\u9891\u9a71\u52a8\u9762\u90e8\u91cd\u73b0\u6846\u67b6\uff0c\u901a\u8fc7\u521b\u65b0\u7684\u53c2\u6570\u5316\u9690\u5f0f\u9762\u90e8\u8868\u793a\uff0c\u89e3\u51b3\u4e86\u73b0\u6709\u97f3\u9891\u9a71\u52a8\u9762\u90e8\u91cd\u73b0\u6280\u672f\u4e2d\u89e3\u91ca\u6027\u548c\u8868\u73b0\u529b\u3001\u53ef\u63a7\u6027\u548c\u7ed3\u679c\u8d28\u91cf\u4e4b\u95f4\u7684\u6743\u8861\u95ee\u9898\u3002\u4ed6\u4eec\u7684\u53c2\u6570\u5316\u9690\u5f0f\u8868\u793a\u4f7f\u7528\u53ef\u89e3\u91ca\u76843D\u9762\u90e8\u6a21\u578b\u53c2\u6570\u5316\u9690\u5f0f\u8868\u793a\uff0c\u4ece\u800c\u517c\u5177\u663e\u5f0f\u548c\u9690\u5f0f\u65b9\u6cd5\u7684\u4f18\u70b9\u3002\u6b64\u5916\uff0c\u4ed6\u4eec\u63d0\u51fa\u4e86\u51e0\u79cd\u65b0\u6280\u672f\u6765\u6539\u8fdb\u4ed6\u4eec\u6846\u67b6\u7684\u4e09\u4e2a\u7ec4\u6210\u90e8\u5206\uff0c\u5305\u62ec\uff1ai\uff09\u5c06\u4e0a\u4e0b\u6587\u4fe1\u606f\u7eb3\u5165\u97f3\u9891\u5230\u8868\u60c5\u53c2\u6570\u7f16\u7801\u4e2d\uff1bii\uff09\u4f7f\u7528\u6761\u4ef6\u56fe\u50cf\u5408\u6210\u6765\u53c2\u6570\u5316\u9690\u5f0f\u8868\u793a\uff0c\u5e76\u4f7f\u7528\u521b\u65b0\u7684\u4e09\u5e73\u9762\u7ed3\u6784\u8fdb\u884c\u9ad8\u6548\u5b66\u4e60\uff1biii\uff09\u5c06\u9762\u90e8\u91cd\u73b0\u5f62\u5f0f\u5316\u4e3a\u6761\u4ef6\u56fe\u50cf\u4fee\u590d\u95ee\u9898\uff0c\u5e76\u63d0\u51fa\u4e00\u79cd\u65b0\u9896\u7684\u6570\u636e\u589e\u5f3a\u6280\u672f\u4ee5\u63d0\u9ad8\u6a21\u578b\u7684\u6cdb\u5316\u80fd\u529b\u3002\u5e7f\u6cdb\u7684\u5b9e\u9a8c\u8bc1\u660e\uff0c\u4ed6\u4eec\u7684\u65b9\u6cd5\u53ef\u4ee5\u751f\u6210\u6bd4\u5148\u524d\u65b9\u6cd5\u66f4\u903c\u771f\u3001\u66f4\u7b26\u5408\u8bf4\u8bdd\u8005\u8eab\u4efd\u548c\u8bf4\u8bdd\u98ce\u683c\u7684\u7ed3\u679c\u3002<\/span><\/p>\n

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\"\u56fe\u724717.png\"<\/p>\n

\u00a0\u00a0\u00a0<\/span>\u62a5\u544a16\uff1a\u6765\u81ea\u534e\u5357\u7406\u5de5\u5927\u5b66\u7684\u674e\u7115\u7ae5\u505a\u4e86\u9898\u4e3a\u201c\u65e0\u6570\u636e\u91cf\u5316\u4e2d\u56f0\u96be\u6837\u672c\u5f88\u91cd\u8981\u201d\u7684\u5b66\u672f\u62a5\u544a\uff0c\u674e\u7115\u7ae5\u7684\u5b66\u672f\u62a5\u544a\uff0c\u63d0\u51fa\u4e86\u4e00\u79cd\u79f0\u4e3aHAST\uff08HArd sample Synthesizing and Training\uff09\u7684\u65b9\u6cd5\uff0c\u89e3\u51b3\u4e86\u96f6\u6837\u672c\u91cf\u5316(Zero-shot quantization)\u65b9\u6cd5\u5f97\u5230\u7684\u91cf\u5316\u6a21\u578b\u5728\u96be\u6837\u672c\u4e0a\u4f1a\u51fa\u73b0\u663e\u8457\u7684\u6027\u80fd\u4e0b\u964d\u7684\u95ee\u9898\u3002HAst\u5728\u5408\u6210\u6837\u672c\u65f6\u66f4\u52a0\u5173\u6ce8\u96be\u6837\u672c\uff0c\u5e76\u4e14\u5728\u8bad\u7ec3\u91cf\u5316\u6a21\u578b\u65f6\u4f7f\u5408\u6210\u6837\u672c\u96be\u4ee5\u62df\u5408\u3002HAst\u901a\u8fc7\u5bf9\u9f50\u5168\u7cbe\u5ea6\u6a21\u578b\u548c\u91cf\u5316\u6a21\u578b\u63d0\u53d6\u7684\u7279\u5f81\uff0c\u786e\u4fdd\u8fd9\u4e24\u79cd\u6a21\u578b\u63d0\u53d6\u7684\u7279\u5f81\u4e4b\u95f4\u7684\u76f8\u4f3c\u6027\u3002\u5e7f\u6cdb\u7684\u5b9e\u9a8c\u8868\u660e\uff0cHAst\u660e\u663e\u4f18\u4e8e\u73b0\u6709\u7684ZSQ\u65b9\u6cd5\uff0c\u6027\u80fd\u63a5\u8fd1\u4f7f\u7528\u771f\u5b9e\u6570\u636e\u8fdb\u884c\u91cf\u5316\u7684\u6a21\u578b\u3002<\/span><\/p>\n

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<\/span><\/strong><\/p>\n

\"\u56fe\u724718.png\"<\/p>\n

\u00a0\u00a0\u00a0<\/span>\u62a5\u544a17\uff1a\u6765\u81ea\u5317\u4eac\u5927\u5b66\u7684\u5434\u8273\u654f\u505a\u4e86\u9898\u4e3a\u201cEDA:\u663e\u5f0f\u6587\u672c\u89e3\u8026\u4e0e\u7a20\u5bc6\u5bf9\u9f50\u7684\u00a03D Visual Grounding\u201d\u7684\u5b66\u672f\u62a5\u544a\uff0c\u63d0\u51fa\u4e86EDA\uff08Explicitly Decouples Attributes\uff09\u65b9\u6cd5\uff0c\u660e\u786e\u89e3\u8026\u4e86\u53e5\u5b50\u4e2d\u7684\u6587\u672c\u5c5e\u6027\uff0c\u5e76\u5728\u7ec6\u7c92\u5ea6\u7684\u8bed\u8a00\u548c\u70b9\u4e91\u7269\u4f53\u4e4b\u95f4\u8fdb\u884c\u4e86\u5bc6\u96c6\u5bf9\u9f50\uff0c\u89e3\u51b3\u4e86\u73b0\u67093D\u89c6\u89c9\u5b9a\u4f4d\u5bb9\u6613\u4e22\u5931\u8bcd\u7ea7\u4fe1\u606f\u7684\u95ee\u9898\u3002\u4ed6\u4eec\u9996\u5148\u63d0\u51fa\u4e86\u4e00\u4e2a\u6587\u672c\u89e3\u8026\u6a21\u5757\uff0c\u4e3a\u6bcf\u4e2a\u8bed\u4e49\u7ec4\u4ef6\u751f\u6210\u6587\u672c\u7279\u5f81\u3002\u7136\u540e\uff0c\u4ed6\u4eec\u8bbe\u8ba1\u4e86\u4e24\u79cd\u635f\u5931\u51fd\u6570\u6765\u76d1\u7763\u4e24\u79cd\u6a21\u6001\u4e4b\u95f4\u7684\u5bc6\u96c6\u5339\u914d\uff1a\u4f4d\u7f6e\u5bf9\u9f50\u635f\u5931\u548c\u8bed\u4e49\u5bf9\u9f50\u635f\u5931\u3002\u5728\u6b64\u57fa\u7840\u4e0a\uff0c\u4ed6\u4eec\u8fdb\u4e00\u6b65\u5f15\u5165\u4e86\u4e00\u4e2a\u65b0\u7684\u89c6\u89c9\u5b9a\u4f4d\u4efb\u52a1\uff0c\u5373\u5b9a\u4f4d\u6ca1\u6709\u7269\u4f53\u540d\u79f0\u7684\u7269\u4f53\uff0c\u8fd9\u53ef\u4ee5\u5168\u9762\u8bc4\u4f30\u6a21\u578b\u7684\u5bc6\u96c6\u5bf9\u9f50\u80fd\u529b\u3002\u901a\u8fc7\u5b9e\u9a8c\u8bc1\u660e\uff0c\u4ed6\u4eec\u5728\u4e24\u4e2a\u5e7f\u6cdb\u91c7\u7528\u76843D\u89c6\u89c9\u5b9a\u4f4d\u6570\u636e\u96c6ScanRefer\u548cSR3D\/NR3D\u4e0a\u53d6\u5f97\u4e86\u6700\u5148\u8fdb\u7684\u6027\u80fd\uff0c\u5e76\u5728\u4ed6\u4eec\u63d0\u51fa\u7684\u65b0\u4efb\u52a1\u4e2d\u53d6\u5f97\u4e86\u7edd\u5bf9\u9886\u5148\u5730\u4f4d\u3002<\/span><\/p>\n

<\/span><\/p>\n

\"\u56fe\u724719.png\"<\/p>\n

\u00a0\u00a0\u00a0<\/span>\u62a5\u544a18\uff1a\u6765\u81ea\u6e05\u534e\u5927\u5b66\u7684\u5370\u98de\u505a\u4e86\u9898\u4e3a\u201c\u5229\u7528\u4eba\u8138\u955c\u50cf\u5148\u9a8c\u7684\u4e09\u7ef4\u751f\u6210\u6a21\u578b\u53cd\u6f14\u7b97\u6cd5\u201d\u7684\u5b66\u672f\u62a5\u544a\uff0c\u63d0\u51fa\u4e86\u4e00\u79cd\u901a\u8fc7\u5f15\u5165\u9762\u90e8\u5bf9\u79f0\u6027\u5148\u9a8c\u6765\u4fc3\u8fdb3D GAN\u53cd\u6f14\u7684\u65b0\u65b9\u6cd5\u3002\u4ed6\u4eec\u8bbe\u8ba1\u4e86\u4e00\u4e2a\u6d41\u7a0b\u548c\u7ea6\u675f\u6761\u4ef6\uff0c\u5145\u5206\u5229\u7528\u901a\u8fc7\u56fe\u50cf\u7ffb\u8f6c\u83b7\u5f97\u7684\u4f2a\u8f85\u52a9\u89c6\u89d2\uff0c\u5728\u53cd\u6f14\u8fc7\u7a0b\u4e2d\u5e2e\u52a9\u83b7\u5f97\u7a33\u5065\u5408\u7406\u7684\u51e0\u4f55\u5f62\u72b6\u3002\u4e3a\u4e86\u589e\u5f3a\u672a\u89c2\u5bdf\u89c6\u89d2\u7684\u7eb9\u7406\u4fdd\u771f\u5ea6\uff0c\u6df1\u5ea6\u5f15\u5bfc\u76843D\u53d8\u5f62\u63d0\u4f9b\u4e86\u989d\u5916\u7684\u76d1\u7763\u4fe1\u606f\u3002\u4ed6\u4eec\u8bbe\u8ba1\u4e86\u7ea6\u675f\u6761\u4ef6\uff0c\u65e8\u5728\u8fc7\u6ee4\u4e0d\u5bf9\u79f0\u60c5\u51b5\u4e0b\u7684\u51b2\u7a81\u533a\u57df\u4ee5\u8fdb\u884c\u4f18\u5316\u3002\u5bf9\u56fe\u50cf\u91cd\u5efa\u548c\u7f16\u8f91\u8fdb\u884c\u5168\u9762\u7684\u5b9a\u91cf\u548c\u5b9a\u6027\u8bc4\u4f30\u8868\u660e\u4e86\u4ed6\u4eec\u65b9\u6cd5\u7684\u4f18\u8d8a\u6027\u3002<\/span><\/p>\n

\"\u56fe\u724720.png\"<\/p>\n

\u00a0\u00a0\u00a0<\/span>\u62a5\u544a19\uff1a\u6765\u81ea\u4e2d\u5c71\u5927\u5b66\u7684\u6556\u665f\u505a\u4e86\u9898\u4e3a\u201cBUFFER\uff1a\u5e73\u8861\u70b9\u4e91\u914d\u51c6\u7684\u51c6\u786e\u6027\u3001\u6548\u7387\u548c\u6cdb\u5316\u6027\u201d\u7684\u5b66\u672f\u62a5\u544a\uff0c\u63d0\u51fa\u4e86\u4e00\u79cd\u540d\u4e3aBUFFER\u7684\u70b9\u4e91\u914d\u51c6\u65b9\u6cd5\uff0c\u89e3\u51b3\u4e86\u73b0\u6709\u70b9\u4e91\u914d\u51c6\u6280\u672f\u5728\u51c6\u786e\u6027\u3001\u6548\u7387\u548c\u6cdb\u5316\u80fd\u529b\u65b9\u9762\u4e0d\u8db3\u7684\u95ee\u9898\u3002\u4ed6\u4eec\u7684\u65b9\u6cd5\u7684\u5173\u952e\u5728\u4e8e\u540c\u65f6\u5229\u7528\u70b9\u7ea7\u548c\u5757\u7ea7\u6280\u672f\uff0c\u514b\u670d\u4e86\u56fa\u6709\u7684\u7f3a\u70b9\u3002\u4e0e\u7b80\u5355\u5730\u7ed3\u5408\u73b0\u6709\u65b9\u6cd5\u4e0d\u540c\uff0c\u4ed6\u4eec\u7f51\u7edc\u7684\u6bcf\u4e2a\u7ec4\u6210\u90e8\u5206\u90fd\u7ecf\u8fc7\u7cbe\u5fc3\u8bbe\u8ba1\uff0c\u4ee5\u5e94\u5bf9\u7279\u5b9a\u7684\u95ee\u9898\u3002\u4f5c\u8005\u9996\u5148\u5f15\u5165\u4e86\u4e00\u4e2a\u70b9\u7ea7\u5b66\u4e60\u5668\uff0c\u901a\u8fc7\u9884\u6d4b\u5173\u952e\u70b9\u5e76\u901a\u8fc7\u4f30\u8ba1\u70b9\u7684\u65b9\u5411\u6765\u63d0\u9ad8\u8ba1\u7b97\u6548\u7387\u548c\u7279\u5f81\u7684\u8868\u793a\u80fd\u529b\uff1b\u7136\u540e\uff0c\u90e8\u7f72\u4e86\u4e00\u4e2a\u8f7b\u91cf\u7ea7\u7684\u5c40\u90e8\u7279\u5f81\u5b66\u4e60\u5668\uff0c\u5373\u5757\u7ea7\u5d4c\u5165\u5668\uff0c\u7528\u4e8e\u63d0\u53d6\u9ad8\u6548\u4e14\u901a\u7528\u7684\u5757\u7279\u5f81\uff1b\u6b64\u5916\uff0c\u4ed6\u4eec\u8fd8\u63d0\u51fa\u4e86\u4e00\u4e2a\u5185\u70b9\u751f\u6210\u5668\uff0c\u5b83\u7ed3\u5408\u4e86\u7b80\u5355\u7684\u795e\u7ecf\u5c42\u548c\u901a\u7528\u7279\u5f81\u6765\u641c\u7d22\u5185\u70b9\u5bf9\u5e94\u5173\u7cfb\u3002\u5bf9\u771f\u5b9e\u573a\u666f\u7684\u5927\u91cf\u5b9e\u9a8c\u8bc1\u660e\uff0c\u4ed6\u4eec\u7684\u65b9\u6cd5\u5728\u51c6\u786e\u6027\u3001\u6548\u7387\u548c\u6cdb\u5316\u80fd\u529b\u65b9\u9762\u517c\u5177\u4f18\u52bf\u3002\u4ed6\u4eec\u7684\u65b9\u6cd5\u4e0d\u4ec5\u5728\u672a\u89c1\u57df\u4e0a\u8fbe\u5230\u4e86\u6700\u9ad8\u7684\u6210\u529f\u7387\uff0c\u800c\u4e14\u6bd4\u4e13\u6ce8\u4e8e\u6cdb\u5316\u7684\u5f3a\u57fa\u7ebf\u65b9\u6cd5\u5feb\u8fd130\u500d\u3002<\/span><\/p>\n

\"\u56fe\u724721.png\"<\/p>\n

<\/p>\n

\"\u56fe\u724722.png\"<\/p>\n

<\/span><\/p>\n

\u4e2d\u56fd\u56fe\u8c61\u56fe\u5f62\u5b66\u5b66\u4f1a\u7406\u4e8b\u3001<\/span>CSIG\u6587\u6863\u56fe\u50cf\u5206\u6790\u4e0e\u8bc6\u522b\u4e13\u59d4\u4f1a<\/span>\u91d1\u8fde\u6587\u6559\u6388<\/span>\u81f4\u95ed\u5e55<\/span>\u8f9e<\/span><\/p>\n

\u00a0 \u00a0<\/span>\u5927\u4f1a\u5728\u4e2d\u56fd\u56fe\u8c61\u56fe\u5f62\u5b66\u5b66\u4f1a\u5e38\u52a1\u7406\u4e8b\u3001CSIG\u6587\u6863\u56fe\u50cf\u5206\u6790\u4e0e\u8bc6\u522b\u4e13\u59d4\u4f1a\u4e3b\u4efb\u3001\u534e\u5357\u7406\u5de5\u5927\u5b66\u91d1\u8fde\u6587\u6559\u6388\u7684\u81f4\u8f9e\u4e2d\u95ed\u5e55\u3002\u91d1\u8001\u5e08\u9996\u5148\u611f\u8c22\u4e86\u6240\u6709\u7ebf\u4e0a\u53c2\u52a0\u672c\u6b21\u5e7f\u4e1c\u7701CVPR\u8bba\u6587\u4ea4\u6d41\u7684\u62a5\u544a\u4f1a\u7684\u8001\u5e08\u548c\u540c\u5b66\uff0c\u611f\u8c22\u5927\u5bb6\u5173\u6ce8CSIG\u548c\u5e7f\u4e1c\u7701\u56fe\u8c61\u56fe\u5f62\u5b66\u4f1a\u8054\u5408\u4e3b\u529e\u7684\u8fd9\u4e00\u6b21\u5b66\u672f\u4ea4\u6d41\u6d3b\u52a8\u3002\u8fdb\u4e00\u6b65\uff0c\u91d1\u8001\u5e08\u4ecb\u7ecd\u4e86\u5e7f\u4e1c\u7701CVPR\u8bba\u6587\u4ea4\u6d41\u6d3b\u52a8\u7684\u5f80\u5e74\u60c5\u51b5\uff0c\u4ece2020\u5e74\u7b2c\u4e00\u5c4a\u5c0f\u89c4\u6a2112\u7bc7\u8bba\u6587\u4ea4\u6d41\uff0c\u5230\u4eca\u5e742023\u5e74\u662f\u7b2c\u56db\u5c4a\u8fbe\u5230\u4e8620\u7bc7\uff0c\u4ecd\u7136\u6709\u5f88\u591a\u62a5\u540d\u53c2\u52a0\u4ea4\u6d41\u7684\u540c\u5b66\u65e0\u6cd5\u5b89\u6392\uff0c\u663e\u793a\u5e7f\u4e1c\u7701\u5728\u8ba1\u7b97\u673a\u89c6\u89c9\u9886\u57df\u7684\u6301\u7eed\u6d3b\u8dc3\u5ea6\u3002\u91d1\u6559\u6388\u5bf9\u672c\u6b21\u5e26\u6765\u7cbe\u5f69\u8bba\u6587\u5206\u4eab\u768420\u4f4d\u540c\u5b66\u3001\u80cc\u540e\u7684\u6307\u5bfc\u8001\u5e08\u548c\u56e2\u961f\u3001\u672c\u6b21\u4f1a\u8bae\u4e3b\u6301\u4eba\u3001\u4ee5\u53ca\u542c\u4f17\u8868\u8fbe\u4e86\u611f\u8c22\u3002<\/span><\/p>\n

\u00a0 \u00a0\u6211\u4eec\u671f\u5f85\u66f4\u591a\u4f18\u79c0\u9752\u5e74\u5b66\u5b50\u5728\u8ba1\u7b97\u673a\u89c6\u89c9\u9886\u57df\u53d6\u5f97\u7814\u7a76\u8fdb\u5c55\uff0c\u5e76\u5728\u672a\u6765\u7684\u62a5\u544a\u4f1a\u4e2d\u8e0a\u8dc3\u53c2\u4e0e\u3001\u5171\u540c\u63a8\u52a8\u8ba1\u7b97\u673a\u89c6\u89c9\u9886\u57df\u7684\u5b66\u672f\u4ea4\u6d41\u548c\u6280\u672f\u8fdb\u6b65<\/span><\/p>\n

\u00a0 \u00a0\u5927\u4f1a\u6f14\u8bb2\u89c6\u9891\u5c06\u8fdb\u884c\u9002\u5f53\u6574\u7406\u540e\uff0c\u5bf9\u5e7f\u5927\u5b66\u8005\u63d0\u4f9b\u5f00\u653e\u5f55\u64ad\u670d\u52a1\uff0c\u9519\u8fc7\u76f4\u64ad\u7684\u540c\u5b66\u53ef\u4ee5\u5173\u6ce8\u853b\u4eab\u5b66\u672f\u5fae\u4fe1\u516c\u4f17\u53f7\uff08\u5fae\u4fe1\u641c\u7d22\u201c\u853b\u4eab\u5b66\u672f\u201d\u5373\u53ef\uff09\uff0c\u53ca\u65f6\u83b7\u5f97\u62a5\u544a\u5f55\u64ad\u56de\u653e\u4fe1\u606f\u3002<\/span><\/p>\n

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<\/span><\/p>\n


<\/span><\/p>\n

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