{"id":3627,"date":"2025-07-18T19:21:59","date_gmt":"2025-07-18T11:21:59","guid":{"rendered":"https:\/\/www.15zhi.net\/blog\/?p=3627"},"modified":"2025-07-18T19:21:59","modified_gmt":"2025-07-18T11:21:59","slug":"202507-%e8%ae%ba%e6%96%87%e7%a0%94%e8%af%bb-assisted-refinement-network-based-on-channel-informationinteraction-for-camouflaged-object-detection","status":"publish","type":"post","link":"https:\/\/www.15zhi.net\/blog\/202507-%e8%ae%ba%e6%96%87%e7%a0%94%e8%af%bb-assisted-refinement-network-based-on-channel-informationinteraction-for-camouflaged-object-detection\/","title":{"rendered":"202507 \u8bba\u6587\u7814\u8bfb-Assisted Refinement Network Based on Channel InformationInteraction for Camouflaged Object Detection"},"content":{"rendered":"\n<p>\u4f5c\u8005\uff1aKuan Wang\uff0c Xiuhong Li,  Songlin Li<\/p>\n\n\n\n<p>\u6765\u6e90\uff1aACM Multimedia\uff0c2025<\/p>\n\n\n\n<p>\u5355\u4f4d\uff1a\u65b0\u7586\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u4e0e\u6280\u672f\u5b66\u9662<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7814\u7a76\u73b0\u72b6<\/h2>\n\n\n\n<p>\u73b0\u9636\u6bb5\u7684\u4f2a\u88c5\u76ee\u6807\u68c0\u6d4b\u7f51\u7edc\u4e3b\u8981\u5173\u6ce8\u8de8\u5c42\u7279\u5f81\u878d\u5408\uff0c\u800c\u5ffd\u7565\u4e86\u540c\u4e00\u5c42\u5185\u901a\u9053\u7684\u4fe1\u606f\u4ea4\u4e92\u3002\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e00\u9650\u5236\uff0c\u4f5c\u8005\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u9896\u7684\u901a\u9053\u611f\u77e5\u7ec6\u5316\u7f51\u7edc-ARNet\u8fdb\u884c\u4f2a\u88c5\u76ee\u6807\u68c0\u6d4b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u521b\u65b0\u70b9<\/h2>\n\n\n\n<p>\u4f5c\u8005\u63d0\u51fa\u7684\u901a\u9053\u611f\u77e5\u7ec6\u5316\u7f51\u7edc\u7684\u521b\u65b0\u70b9\u5982\u4e0b\u6240\u793a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>CIIM\uff1a\u4f5c\u8005\u5728ARNet\u4e2d\u8bbe\u8ba1\u4e86CIIM\u6a21\u5757\uff0c\u7528\u4e8e\u878d\u5408\u76f8\u90bb\u5c42\u6b21\u7684\u7279\u5f81\uff0c\u4e0e\u6b64\u540c\u65f6\u5bf9\u878d\u5408\u7684\u7279\u5f81\u8fdb\u884c\u901a\u9053\u5185\u7684\u4fe1\u606f\u4ea4\u4e92\uff0c\u6316\u6398\u901a\u9053\u4e2d\u6709\u6548\u4fe1\u606f\u3002<\/li>\n\n\n\n<li>AGM\uff1a\u8bbe\u8ba1AGM\u6765\u4fdd\u7559Encoder\u4e2d\u4f4e\u5c42\u7684\u7ec6\u7c92\u5ea6\u5c40\u90e8\u8bed\u4e49\u4fe1\u606f\uff0c\u751f\u6210\u5b9a\u4f4dmap-Xg\uff0c\u5e2e\u52a9CIIM\u5728\u89e3\u7801\u8fc7\u7a0b\u4e2d\u7c97\u7565\u5b9a\u4f4d\u76ee\u6807\u7684\u7a7a\u95f4\u4fe1\u606f\u3002<\/li>\n\n\n\n<li>MSE\uff1a\u8bbe\u8ba1MSE\u901a\u8fc7\u4e09\u5206\u652f\u591a\u5c3a\u5ea6\u5377\u79ef\u6269\u5c55\u611f\u53d7\u91ce\u6765\u589e\u5f3a\u878d\u5408\u7279\u5f81\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u65b9\u6cd5<\/h2>\n\n\n\n<p>\u6a21\u578b\u603b\u4f53\u67b6\u6784\u5982\u4e0b\u6240\u793a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"727\" height=\"619\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u5c4f\u5e55\u622a\u56fe-2025-07-16-163151-1.png\" alt=\"\" class=\"wp-image-3631\" style=\"width:477px;height:auto\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u5c4f\u5e55\u622a\u56fe-2025-07-16-163151-1.png 727w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u5c4f\u5e55\u622a\u56fe-2025-07-16-163151-1-300x255.png 300w\" sizes=\"auto, (max-width: 727px) 100vw, 727px\" \/><\/figure>\n\n\n\n<p>\u4f5c\u8005\u4ee5SMT\u4e3a\u4e3b\u5e72\u63d0\u53d6\u8bed\u4e49\u7279\u5f81\uff0c\u4ee5CIIM\u6a21\u5757\u6784\u6210\u89e3\u7801\u5668\uff0c\u5bf9\u7279\u5f81\u8fdb\u884c\u89e3\u7801\uff0c\u540c\u65f6\u5229\u7528AGM\u751f\u6210\u5f15\u5bfc\u7279\u5f81\uff0c\u5728CIIM\u89e3\u7801\u65f6\u63d0\u4f9b\u76ee\u6807\u7684\u7a7a\u95f4\u4fe1\u606f\uff0c \u540c\u65f6\u5229\u7528MSE\u5bf9CIIM\u7684\u8f93\u51fa\u8fdb\u884c\u589e\u5f3a\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">AGM<\/h3>\n\n\n\n<p>AGM\u6cbf\u7740\u9ad8\u5c42\u6b21\u7279\u5f81\u5230\u4f4e\u5c42\u6b21\u7279\u5f81\u7684\u805a\u5408\u65b9\u5411\uff0c\u9010\u5c42\u805a\u5408\u8bed\u4e49\u7279\u5f81\uff0c\u4ee5\u6b64\u4fdd\u7559\u4f4e\u5c42\u7279\u5f81\u7684\u7ec6\u7c92\u5ea6\u5c40\u90e8\u4fe1\u606f\uff0c\u6700\u7ec8\u751f\u6210\u77e5\u9053\u7279\u5f81Xg\u3002\u5177\u4f53\u6d41\u7a0b\u5982\u4e0b\u6240\u793a\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"796\" height=\"172\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u5c4f\u5e55\u622a\u56fe-2025-07-16-164349.png\" alt=\"\" class=\"wp-image-3632\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u5c4f\u5e55\u622a\u56fe-2025-07-16-164349.png 796w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u5c4f\u5e55\u622a\u56fe-2025-07-16-164349-300x65.png 300w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u5c4f\u5e55\u622a\u56fe-2025-07-16-164349-768x166.png 768w\" sizes=\"auto, (max-width: 796px) 100vw, 796px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">CIIM<\/h3>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"631\" height=\"306\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u5c4f\u5e55\u622a\u56fe-2025-07-16-164820.png\" alt=\"\" class=\"wp-image-3633\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u5c4f\u5e55\u622a\u56fe-2025-07-16-164820.png 631w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u5c4f\u5e55\u622a\u56fe-2025-07-16-164820-300x145.png 300w\" sizes=\"auto, (max-width: 631px) 100vw, 631px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">MSE<\/h3>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"419\" height=\"296\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u5c4f\u5e55\u622a\u56fe-2025-07-16-165442-1.png\" alt=\"\" class=\"wp-image-3635\" style=\"width:433px;height:auto\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u5c4f\u5e55\u622a\u56fe-2025-07-16-165442-1.png 419w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u5c4f\u5e55\u622a\u56fe-2025-07-16-165442-1-300x212.png 300w\" sizes=\"auto, (max-width: 419px) 100vw, 419px\" \/><\/figure>\n\n\n\n<p>\u5177\u4f53\u6d41\u7a0b\u5982\u4e0b\u6240\u793a\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"296\" height=\"103\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u5c4f\u5e55\u622a\u56fe-2025-07-16-165602.png\" alt=\"\" class=\"wp-image-3636\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"373\" height=\"32\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u5c4f\u5e55\u622a\u56fe-2025-07-16-165611.png\" alt=\"\" class=\"wp-image-3637\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u5c4f\u5e55\u622a\u56fe-2025-07-16-165611.png 373w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u5c4f\u5e55\u622a\u56fe-2025-07-16-165611-300x26.png 300w\" sizes=\"auto, (max-width: 373px) 100vw, 373px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u5b9e\u9a8c<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Dataset<\/h3>\n\n\n\n<p>\u5728\u5b9e\u9a8c\u8fc7\u7a0b\u4e2d\uff0c\u91c7\u7528\u4e86CAMO\u6570\u636e\u96c6\u4e2d1000\u5e45\u56fe\u50cf\u548cCOD10K\u76843040\u5f20\u56fe\u7247\u4f5c\u4e3a\u8bad\u7ec3\u96c6\u5bf9\u6a21\u578b\u8fdb\u884c\u8bad\u7ec3\u3002\u4f7f\u7528\u4f2a\u88c5\u76ee\u6807\u68c0\u6d4b\u57fa\u51c6\u6570\u636e\u96c6CAMO\u3001COD10K\u3001NC4K\u4e0a\u5bf9\u6a21\u578b\u8fdb\u884c\u8bc4\u4f30\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u8bc4\u6307\u4f30\u6807<\/h3>\n\n\n\n<p>\u4ee5Structure-measure(S\u03b1)\uff0cMean Enhanced-measure(E\u03c6)\uff0cWeighted F-measure(F\u03b2w)\uff0c adaptive E-measure(\u03b1E)\uff0c Mean Absolute Error(MAE)\u4f5c\u4e3a\u6700\u7ec8\u7684\u5206\u5272\u6548\u679c\u8bc4\u4ef7\u6307\u6807\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5b9e\u9a8c\u7ed3\u679c<\/h3>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"962\" height=\"283\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u5c4f\u5e55\u622a\u56fe-2025-07-16-165933.png\" alt=\"\" class=\"wp-image-3638\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u5c4f\u5e55\u622a\u56fe-2025-07-16-165933.png 962w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u5c4f\u5e55\u622a\u56fe-2025-07-16-165933-300x88.png 300w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u5c4f\u5e55\u622a\u56fe-2025-07-16-165933-768x226.png 768w\" sizes=\"auto, (max-width: 962px) 100vw, 962px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u53ef\u89c6\u5316<\/h3>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"875\" height=\"241\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u5c4f\u5e55\u622a\u56fe-2025-07-16-170105.png\" alt=\"\" class=\"wp-image-3640\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u5c4f\u5e55\u622a\u56fe-2025-07-16-170105.png 875w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u5c4f\u5e55\u622a\u56fe-2025-07-16-170105-300x83.png 300w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u5c4f\u5e55\u622a\u56fe-2025-07-16-170105-768x212.png 768w\" sizes=\"auto, (max-width: 875px) 100vw, 875px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u6d88\u878d\u5b9e\u9a8c<\/h3>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"908\" height=\"196\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u5c4f\u5e55\u622a\u56fe-2025-07-16-170055.png\" alt=\"\" class=\"wp-image-3639\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u5c4f\u5e55\u622a\u56fe-2025-07-16-170055.png 908w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u5c4f\u5e55\u622a\u56fe-2025-07-16-170055-300x65.png 300w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u5c4f\u5e55\u622a\u56fe-2025-07-16-170055-768x166.png 768w\" sizes=\"auto, (max-width: 908px) 100vw, 908px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u7ed3\u8bba<\/h2>\n\n\n\n<p>\u4f5c\u8005\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u7684COD\u7f51\u7edcARNet\uff0c\u89e3\u51b3\u4e86\u540c\u4e00\u5c42\u7279\u5f81\u901a\u9053\u5185\u4fe1\u606f\u5dee\u5f02\u88ab\u5ffd\u7565\u7684\u95ee\u9898\u3002\u5728COD10K\u3001CAMO\u548cNC4K\u6570\u636e\u96c6\u4e0a\u7684\u5927\u91cf\u5b9e\u9a8c\u8bc1\u660e\u4e86ARNet\u7684\u4f18\u8d8a\u6027\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u542f\u53d1<\/h2>\n\n\n\n<p>\u8fd9\u7bc7\u6587\u7ae0\u53ca\u5176\u5b9e\u9a8c\u8868\u660e\uff0c\u540c\u7ea7\u7279\u5f81\u901a\u9053\u4e4b\u95f4\u4fe1\u606f\u5dee\u5f02\u7684\u6355\u6349\u5bf9\u4e8e\u63d0\u9ad8COD\u4efb\u52a1\u68c0\u6d4b\u6027\u80fd\u5f88\u6709\u5e2e\u52a9\u3002\u8fd9\u662f\u4e4b\u524d\u8bbe\u8ba1\u6a21\u5757\u5ffd\u89c6\u7684\u5730\u65b9\uff0c\u53ef\u4ee5\u8fd9\u4e00\u70b9\u5f15\u5165\u540e\u7eed\u7684\u6a21\u578b\u7684\u6539\u8fdb\u4e2d\uff0c\u6765\u63d0\u9ad8\u5f53\u524d\u6a21\u578b\u7684\u68c0\u6d4b\u6027\u80fd\u3002<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4f5c\u8005\uff1aKuan Wang\uff0c Xiuhong Li, Songlin Li \u6765\u6e90\uff1aACM Multimedia\uff0c [&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-3627","post","type-post","status-publish","format-standard","hentry","category-events"],"_links":{"self":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/posts\/3627","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/comments?post=3627"}],"version-history":[{"count":4,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/posts\/3627\/revisions"}],"predecessor-version":[{"id":3658,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/posts\/3627\/revisions\/3658"}],"wp:attachment":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/media?parent=3627"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/categories?post=3627"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/tags?post=3627"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}