{"id":18369,"date":"2024-02-07T17:25:55","date_gmt":"2024-02-07T09:25:55","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=18369"},"modified":"2024-02-07T17:25:55","modified_gmt":"2024-02-07T09:25:55","slug":"%e6%8a%9b%e5%bc%83%e7%bc%96%e7%a0%81%e5%99%a8-%e8%a7%a3%e7%a0%81%e5%99%a8%e6%9e%b6%e6%9e%84%ef%bc%8c%e7%94%a8%e6%89%a9%e6%95%a3%e6%a8%a1%e5%9e%8b%e5%81%9a%e8%be%b9%e7%bc%98%e6%a3%80%e6%b5%8b%e6%95%88","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2024\/02\/07\/18369\/","title":{"rendered":"\u629b\u5f03\u7f16\u7801\u5668-\u89e3\u7801\u5668\u67b6\u6784\uff0c\u7528\u6269\u6563\u6a21\u578b\u505a\u8fb9\u7f18\u68c0\u6d4b\u6548\u679c\u66f4\u597d\uff0c\u56fd\u9632\u79d1\u5927\u63d0\u51faDiffusionEdge"},"content":{"rendered":"<div class=\"article-desc\">\u56fd\u9632\u79d1\u6280\u5927\u5b66 iGRAPE Lab 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https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/02\/f10b489184306194743701c983f671742611c7-150x34.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/02\/f10b489184306194743701c983f671742611c7-768x175.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<ul data-id=\"ua73dd4b-OlJME6hT\">\n<li data-id=\"ld70c578-81gW9bcc\">\u8bba\u6587\u9898\u76ee\uff1aDiffusionEdge: Diffusion Probabilistic Model for Crisp Edge Detection<\/li>\n<li data-id=\"ld70c578-GJSXSWJE\">\u4f5c\u8005\uff1a\u53f6\u4e91\u5e06\uff08\u56fd\u9632\u79d1\u6280\u5927\u5b66\uff09\uff0c\u5f90\u51ef\uff08\u56fd\u9632\u79d1\u6280\u5927\u5b66\uff09\uff0c\u9ec4\u96e8\u884c\uff08\u56fd\u9632\u79d1\u6280\u5927\u5b66\uff09\uff0c\u6613\u4efb\u5a07\uff08\u56fd\u9632\u79d1\u6280\u5927\u5b66\uff09\uff0c\u8521\u5fd7\u5e73\uff08\u56fd\u9632\u79d1\u6280\u5927\u5b66\uff09<\/li>\n<li data-id=\"ld70c578-kI8okD0D\">\u8bba\u6587\u94fe\u63a5: https:\/\/arxiv.org\/abs\/2401.02032<\/li>\n<li data-id=\"ld70c578-pFVLdZgl\">\u5f00\u6e90\u4ee3\u7801: https:\/\/github.com\/GuHuangAI\/DiffusionEdge<\/li>\n<\/ul>\n<p>\u56fd\u9632\u79d1\u6280\u5927\u5b66 iGRAPE Lab \u63d0\u51fa\u4e86\u9996\u4e2a\u7528\u4e8e\u4e8c\u7ef4\u8fb9\u7f18\u68c0\u6d4b\u4efb\u52a1\u7684\u6269\u6563\u6982\u7387\u6a21\u578b\u65b9\u6cd5\uff0c\u901a\u8fc7\u5b66\u4e60\u8fed\u4ee3\u7684\u53bb\u566a\u8fc7\u7a0b\u83b7\u5f97\u8fb9\u7f18\u7ed3\u679c\u56fe\uff0c\u53bb\u566a\u8fc7\u7a0b\u5982\u56fe 1 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data-dominant-color=\"d8d2ce\" data-has-transparency=\"false\" style=\"--dominant-color: #d8d2ce;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-18371\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/02\/04f44147353b6733260995d7b8631c774788ce.png\" width=\"1080\" height=\"457\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/02\/04f44147353b6733260995d7b8631c774788ce.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/02\/04f44147353b6733260995d7b8631c774788ce-300x127.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/02\/04f44147353b6733260995d7b8631c774788ce-1024x433.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/02\/04f44147353b6733260995d7b8631c774788ce-150x63.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/02\/04f44147353b6733260995d7b8631c774788ce-768x325.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>\u56fe 1 \u57fa\u4e8e\u6269\u6563\u6982\u7387\u6a21\u578b\u7684\u8fb9\u7f18\u68c0\u6d4b\u8fc7\u7a0b\u4e0e\u4f18\u52bf\u793a\u4f8b<\/p>\n<p>\u672c\u6587\u7684\u521b\u65b0\u70b9\u5305\u62ec\uff1a<\/p>\n<p>1\u3001\u63d0\u51fa\u4e86\u9886\u57df\u5185\u7b2c\u4e00\u4e2a\u9488\u5bf9\u8fb9\u7f18\u68c0\u6d4b\u4efb\u52a1\u7684\u6269\u6563\u6a21\u578b DiffusionEdge\uff0c\u65e0\u9700\u4efb\u4f55\u540e\u5904\u7406\u5373\u53ef\u9884\u6d4b\u51fa\u66f4\u7ec6\u66f4\u51c6\u786e\u7684\u8fb9\u7f18\u56fe\u3002<\/p>\n<p>2\u3001\u9488\u5bf9\u6269\u6563\u6a21\u578b\u5e94\u7528\u65f6\u7684\u96be\u70b9\uff0c\u8bbe\u8ba1\u4e86\u591a\u79cd\u6280\u672f\u4ee5\u786e\u4fdd\u65b9\u6cd5\u80fd\u5728\u9690\u7a7a\u95f4\u4e2d\u7a33\u5b9a\u5b66\u4e60\uff0c\u540c\u65f6\u4fdd\u7559\u50cf\u7d20\u7ea7\u7684\u4e0d\u786e\u5b9a\u6027\u5148\u9a8c\u77e5\u8bc6\u5e76\u81ea\u9002\u5e94\u5730\u8fc7\u6ee4\u5085\u7acb\u53f6\u7a7a\u95f4\u4e2d\u7684\u9690\u7279\u5f81\u3002<\/p>\n<p>3\u3001\u5728\u56db\u4e2a\u8fb9\u7f18\u68c0\u6d4b\u516c\u5171\u57fa\u51c6\u6570\u636e\u96c6\u4e0a\u5f00\u5c55\u7684\u5927\u91cf\u5bf9\u6bd4\u5b9e\u9a8c\u5c55\u793a\u4e86 DiffusionEdge \u5728\u51c6\u786e\u5ea6\u548c\u7ec6\u5ea6\u65b9\u9762\u5747\u5177\u6709\u5353\u8d8a\u7684\u6027\u80fd\u4f18\u52bf\u3002<\/p>\n<h4>\u76f8\u5173\u5de5\u4f5c<\/h4>\n<p>\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u65b9\u6cd5\u901a\u5e38\u91c7\u7528\u5305\u542b\u4e0a\u4e0b\u91c7\u6837\u7684\u7f16\u89e3\u7801\u7ed3\u6784\u96c6\u6210\u591a\u5c42\u7279\u5f81 [1-2]\uff0c\u6216\u662f\u6574\u5408\u591a\u4e2a\u6807\u6ce8\u7684\u4e0d\u786e\u5b9a\u6027\u4fe1\u606f\u4ee5\u63d0\u5347\u8fb9\u7f18\u68c0\u6d4b\u7684\u51c6\u786e\u5ea6 [3]\u3002\u7136\u800c\uff0c\u5929\u7136\u53d7\u9650\u4e8e\u8fd9\u6837\u7684\u7ed3\u6784\uff0c\u5176\u751f\u6210\u7684\u8fb9\u7f18\u7ed3\u679c\u56fe\u5bf9\u4e8e\u4e0b\u6e38\u4efb\u52a1\u6765\u8bf4\u592a\u8fc7\u7c97\u539a\u800c\u4e25\u91cd\u4f9d\u8d56\u540e\u5904\u7406\u7684\u95ee\u9898\u4ecd\u7136\u4e9f\u5f85\u89e3\u51b3\u3002\u5c3d\u7ba1\u8bb8\u591a\u5de5\u4f5c\u5df2\u7ecf\u5728\u635f\u5931\u51fd\u6570 [4-5] \u548c\u6807\u7b7e\u4fee\u6b63\u7b56\u7565 [6] 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[7]\u3001\u76ee\u6807\u68c0\u6d4b [8] \u548c\u59ff\u6001\u4f30\u8ba1 [9] \u7b49\u3002<\/p>\n<h4>\u65b9\u6cd5\u63cf\u8ff0<\/h4>\n<p>\u672c\u6587\u6240\u63d0\u51fa\u7684 DiffusionEdge \u65b9\u6cd5\u603b\u4f53\u6846\u67b6\u5982\u56fe 2 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src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/02\/1808e0b55ce38f1267c050e44666b01185b181.png\" width=\"1080\" height=\"409\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/02\/1808e0b55ce38f1267c050e44666b01185b181.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/02\/1808e0b55ce38f1267c050e44666b01185b181-300x114.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/02\/1808e0b55ce38f1267c050e44666b01185b181-1024x388.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/02\/1808e0b55ce38f1267c050e44666b01185b181-150x57.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/02\/1808e0b55ce38f1267c050e44666b01185b181-768x291.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>\u56fe 2 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width=\"834\" height=\"114\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/02\/68173bb3325fd736f2e473dd6a45afaa5b72ae.png 834w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/02\/68173bb3325fd736f2e473dd6a45afaa5b72ae-300x41.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/02\/68173bb3325fd736f2e473dd6a45afaa5b72ae-150x21.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/02\/68173bb3325fd736f2e473dd6a45afaa5b72ae-768x105.png 768w\" sizes=\"auto, (max-width: 834px) 100vw, 834px\" \/><\/p>\n<p>\u5176\u4e2d<img data-dominant-color=\"d6d6d6\" data-has-transparency=\"false\" style=\"--dominant-color: #d6d6d6;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-18374\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/02\/87de3da1174498867603377f42235f59c0a91e.png\" width=\"92\" height=\"96\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" \/>\u548c<img data-dominant-color=\"dadada\" data-has-transparency=\"false\" style=\"--dominant-color: #dadada;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-18375\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/02\/626ff6e74f5fd462b9d1906d1b344e80195eb4.png\" width=\"82\" height=\"96\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" \/>\u5206\u522b\u4ee3\u8868\u521d\u59cb\u8fb9\u7f18\u548c\u566a\u58f0\u8fb9\u7f18\uff0c<img data-dominant-color=\"e3e3e3\" data-has-transparency=\"false\" style=\"--dominant-color: #e3e3e3;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-18376\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/02\/29dff6566d36c5feae2088fd6d1f5f8601eada.png\" width=\"80\" height=\"94\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" \/>\u6307\u7684\u662f\u53cd\u5411\u8fb9\u7f18\u68af\u5ea6\u7684\u663e\u5f0f\u8f6c\u6362\u51fd\u6570\u3002\u4e0e DDM \u7c7b\u4f3c\uff0c\u672c\u6587\u65b9\u6cd5\u9ed8\u8ba4\u4f7f\u7528\u5e38\u91cf\u51fd\u6570<img data-dominant-color=\"e4e4e4\" data-has-transparency=\"false\" style=\"--dominant-color: #e4e4e4;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-18377\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/02\/59b084761973a7ae03d784efe29e03f68f8348.png\" width=\"66\" height=\"78\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" \/>\uff0c\u5219\u5176\u76f8\u5e94\u7684\u9006\u8fc7\u7a0b\u53ef\u4ee5\u88ab\u8868\u793a\u4e3a\uff1a<\/p>\n<p><img data-dominant-color=\"f3f3f3\" data-has-transparency=\"false\" style=\"--dominant-color: #f3f3f3;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-18378\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/02\/54de7f654fdecb61c79949cdbb5bcca4393fa2.png\" width=\"1080\" height=\"148\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/02\/54de7f654fdecb61c79949cdbb5bcca4393fa2.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/02\/54de7f654fdecb61c79949cdbb5bcca4393fa2-300x41.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/02\/54de7f654fdecb61c79949cdbb5bcca4393fa2-1024x140.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/02\/54de7f654fdecb61c79949cdbb5bcca4393fa2-150x21.png 150w, 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https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/02\/b53744a894b99c1204d800d112e7c47cd1752c-150x44.png 150w\" sizes=\"auto, (max-width: 308px) 100vw, 308px\" \/>\u3002\u4e3a\u4e86\u8bad\u7ec3\u89e3\u8026\u7684\u6269\u6563\u6a21\u578b\uff0c\u8be5\u65b9\u6cd5\u9700\u8981\u540c\u65f6\u76d1\u7763\u6570\u636e\u548c\u566a\u58f0\u5206\u91cf\uff0c\u56e0\u6b64\uff0c\u8bad\u7ec3\u76ee\u6807\u53ef\u4ee5\u88ab\u53c2\u6570\u5316\u4e3a\uff1a<\/p>\n<p><img data-dominant-color=\"f0f0f0\" data-has-transparency=\"false\" style=\"--dominant-color: #f0f0f0;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-18380\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/02\/9993ad509cbc29e9e84066e5f7496494c0d836.png\" width=\"1012\" height=\"134\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/02\/9993ad509cbc29e9e84066e5f7496494c0d836.png 1012w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/02\/9993ad509cbc29e9e84066e5f7496494c0d836-300x40.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/02\/9993ad509cbc29e9e84066e5f7496494c0d836-150x20.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/02\/9993ad509cbc29e9e84066e5f7496494c0d836-768x102.png 768w\" sizes=\"auto, (max-width: 1012px) 100vw, 1012px\" \/><\/p>\n<p>\u5176\u4e2d<img data-dominant-color=\"e6e6e6\" data-has-transparency=\"false\" style=\"--dominant-color: #e6e6e6;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-18381\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/02\/b78df11832263cc641f9321c88c33dbf6abc78.png\" width=\"88\" height=\"112\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" \/>\u662f\u53bb\u566a\u7f51\u7edc\u4e2d\u7684\u53c2\u6570\u3002\u7531\u4e8e\u6269\u6563\u6a21\u578b\u5982\u679c\u8981\u5728\u539f\u59cb\u56fe\u50cf\u7a7a\u95f4\u4e2d\u8bad\u7ec3\u7684\u8bdd\u4f1a\u5360\u7528\u592a\u591a\u7684\u8ba1\u7b97\u6210\u672c\uff0c\u56e0\u6b64\u53c2\u8003 [11] \u7684\u601d\u8def\uff0c\u672c\u6587\u63d0\u51fa\u7684\u65b9\u6cd5\u5c06\u8bad\u7ec3\u8fc7\u7a0b\u8f6c\u79fb\u5230\u4e86\u5177\u6709 4 \u500d\u4e0b\u91c7\u6837\u7a7a\u95f4\u5927\u5c0f\u7684\u9690\u7a7a\u95f4\u4e2d\u3002<\/p>\n<p>\u5982\u56fe 2 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