{"id":1110,"date":"2024-07-18T16:43:59","date_gmt":"2024-07-18T08:43:59","guid":{"rendered":"http:\/\/tobykskgd.life\/?p=1110"},"modified":"2024-11-14T21:59:39","modified_gmt":"2024-11-14T13:59:39","slug":"54","status":"publish","type":"post","link":"https:\/\/tobykskgd.life\/index.php\/54\/","title":{"rendered":"\u5173\u4e8eSAM\u5168\u9762\u7efc\u8ff0\u7684\u4e2a\u4eba\u7406\u89e3"},"content":{"rendered":"\n<p>\u3010A Comprehensive Survey on Segment Anything Model for Vision and Beyond\u3011<\/p>\n\n\n\n<p>\u672c\u7bc7\u6587\u7ae0\u662f\u4e2a\u4eba\u770b\u6587\u732e\u7684\u4e00\u4e9b\u603b\u7ed3\u548c\u4e2a\u4eba\u7684\u60f3\u6cd5\uff0c\u90fd\u662f\u4e2a\u4eba\u770b\u8fc7\u6587\u7ae0\u4e4b\u540e\u7684\u7406\u89e3\uff0c\u4e0d\u4fdd\u8bc1\u4e00\u5b9a\u662f\u5bf9\u7684\uff0c\u5982\u679c\u6211\u7684\u7406\u89e3\u6709\u9519\uff0c\u6b22\u8fce\u7ea0\u6b63\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/tobykskgd.life\/wp-content\/uploads\/2024\/07\/\u5c4f\u5e55\u622a\u56fe-2024-07-17-071746-1024x169.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"169\" data-original=\"https:\/\/tobykskgd.life\/wp-content\/uploads\/2024\/07\/\u5c4f\u5e55\u622a\u56fe-2024-07-17-071746-1024x169.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-1111\"  sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/div><\/figure>\n\n\n\n<p>\uff082023.5.19\uff09<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u5bf9SAM\u6a21\u578b\u5728\u89c6\u89c9\u548c\u5176\u4ed6\u9886\u57df\u5e94\u7528\u7684\u5168\u9762\u7efc\u8ff0\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u80cc\u666f\u4ecb\u7ecd<\/h2>\n\n\n\n<p><strong>\u4eba\u5de5\u667a\u80fd\u53d1\u5c55\u80cc\u666f<\/strong>\uff1a\u4ece\u4e13\u7528\u4eba\u5de5\u667a\u80fd\u5230\u901a\u7528\u4eba\u5de5\u667a\u80fd\u3002<\/p>\n\n\n\n<p><strong>\u57fa\u7840\u6a21\u578b\u7684\u5174\u8d77<\/strong>\uff1aNLP\u4e2d\u7684\u5927\u8bed\u8a00\u6a21\u578bBERT\u3001GPT-3\u4ee5\u53ca\u89c6\u89c9\u9886\u57df\u7684ViT\u3001CLIP\u7b49\u6a21\u578b\u3002<\/p>\n\n\n\n<p><strong>SAM\u7684\u51fa\u73b0<\/strong>\uff1a\u65e8\u5728\u4e3a\u56fe\u50cf\u5206\u5272\u4efb\u52a1\u63d0\u4f9b\u901a\u7528\u7684\u57fa\u7840\u6a21\u578b\uff0c\u901a\u8fc7\u63d0\u793a\u5b66\u4e60\u5b9e\u73b0\u5f3a\u5927\u7684\u96f6\u6837\u672c\u8fc1\u79fb\u80fd\u529b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u672f\u8bed\u4ecb\u7ecd<\/h2>\n\n\n\n<p><strong>\u56fe\u50cf\u5206\u5272<\/strong>\uff1a\u56fe\u50cf\u5206\u5272\u662f\u4e00\u9879\u57fa\u672c\u7684\u8ba1\u7b97\u673a\u89c6\u89c9\u4efb\u52a1\uff0c\u901a\u8fc7\u5c06\u6bcf\u4e2a\u50cf\u7d20\u5206\u914d\u7ed9\u4e00\u4e2a\u7c7b\u6216\u5bf9\u8c61\uff0c\u5c06\u6570\u5b57\u56fe\u50cf\u5206\u6210\u591a\u4e2a\u90e8\u5206\u3002\u4f20\u7edf\u7684\u5206\u5272\u5305\u62ec\u4e09\u4e2a\u4e3b\u8981\u4efb\u52a1:\u8bed\u4e49\u5206\u5272\u3001\u5b9e\u4f8b\u5206\u5272\u548c\u5168\u5c40\u5206\u5272\u3002<\/p>\n\n\n\n<p><strong>\u8bed\u4e49\u5206\u5272<\/strong>\uff1a\u4e3a\u6bcf\u4e2a\u50cf\u7d20\u5206\u914d\u4e00\u4e2a\u9884\u5b9a\u4e49\u7684\u8bed\u4e49\u7c7b\u6807\u7b7e\u3002<\/p>\n\n\n\n<p><strong>\u5b9e\u4f8b\u5206\u5272<\/strong>\uff1a\u8fdb\u4e00\u6b65\u5206\u79bb\u4e86\u540c\u4e00\u7c7b\u7684\u5b9e\u4f8b\u3002<\/p>\n\n\n\n<p><strong>\u4ea4\u4e92\u5f0f\u5206\u5272<\/strong>\uff1a\u5229\u7528\u7528\u6237\u4ea4\u4e92\u5f15\u5bfc\u7684\u4fe1\u606f\u8fdb\u884c\u5206\u5272\u3002<\/p>\n\n\n\n<p><strong>\u57fa\u7840\u6a21\u578b<\/strong>\uff1a\u57fa\u4e8e\u5927\u89c4\u6a21\u6570\u636e\u8bad\u7ec3\u7684\u6a21\u578b\uff0c\u80fd\u9002\u5e94\u591a\u79cd\u4e0b\u6e38\u4efb\u52a1\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">SAM\u6a21\u578b\u7684\u4ecb\u7ecd<\/h2>\n\n\n\n<p><strong>\u5f15\u5165\u53ef\u63d0\u793a\u7684\u5206\u5272\u4efb\u52a1\uff0c\u4f7f\u6a21\u578b\u80fd\u591f\u5728\u65b0\u6570\u636e\u5206\u5e03\u548c\u4efb\u52a1\u4e0a\u8fdb\u884c\u96f6\u6837\u672c\u8fc1\u79fb<\/strong>\u3002<\/p>\n\n\n\n<p><strong>\u6a21\u578b\u6846\u67b6<\/strong>\u53ef\u5206\u4e3a\uff1a\u56fe\u50cf\u7f16\u7801\u5668\u3001\u63d0\u793a\u7f16\u7801\u5668\u548c\u63a9\u7801\u89e3\u7801\u5668\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/tobykskgd.life\/wp-content\/uploads\/2024\/07\/\u5c4f\u5e55\u622a\u56fe-2024-07-17-070229-1024x535.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"535\" data-original=\"https:\/\/tobykskgd.life\/wp-content\/uploads\/2024\/07\/\u5c4f\u5e55\u622a\u56fe-2024-07-17-070229-1024x535.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-1113\"  sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/div><\/figure>\n\n\n\n<p>\u5728\u6570\u636e\u96c6\u65b9\u9762\u6784\u5efa\u4e86\u4e00\u4e2a\u5305\u542b10\u4ebf\u4e2a\u63a9\u7801\u548c1100\u4e07\u5f20\u56fe\u50cf\u7684\u6700\u5927\u5206\u5272\u6570\u636e\u96c6\uff08SA-1B\uff09\u3002<\/p>\n\n\n\n<p>\u4ecb\u7ecd\u4e86\u4e0eSAM\u6a21\u578b\u540c\u65f6\u671f\u7684\u56fe\u50cf\u5206\u5272\u6a21\u578b\uff1aOneFormer\u3001SegGPT\u3001SEEM<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">SAM\u6a21\u578b\u5728\u56fe\u50cf\u5904\u7406\u4e2d\u7684\u4e09\u4e2a\u5e94\u7528\u573a\u666f\u4ee5\u53ca\u76f8\u5173\u8bba\u6587<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u8f6f\u4ef6\u573a\u666f\u4e2d\u7684\u5e94\u7528<\/h3>\n\n\n\n<p><strong>\u8f6f\u4ef6\u573a\u666f<\/strong>\u9700\u8981<strong>\u5bf9\u56fe\u50cf\u7f16\u8f91\u548c\u4fee\u590d\u8fdb\u884c\u64cd\u4f5c<\/strong>\uff0c\u4f8b\u5982<strong>\u79fb\u9664\u5bf9\u8c61<\/strong>\u3001<strong>\u586b\u5145\u5bf9\u8c61<\/strong>\u548c<strong>\u66ff\u6362\u5bf9\u8c61<\/strong>\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Inpaint Anything<\/h4>\n\n\n\n<figure class=\"wp-block-image size-full\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/tobykskgd.life\/wp-content\/uploads\/2024\/07\/\u5c4f\u5e55\u622a\u56fe-2024-07-17-071114.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  loading=\"lazy\" decoding=\"async\" width=\"716\" height=\"584\" data-original=\"https:\/\/tobykskgd.life\/wp-content\/uploads\/2024\/07\/\u5c4f\u5e55\u622a\u56fe-2024-07-17-071114.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-1112\"  sizes=\"auto, (max-width: 716px) 100vw, 716px\" \/><\/div><\/figure>\n\n\n\n<p><strong>Inpaint Anything (IA)<\/strong> \u901a\u8fc7\u7ed3\u5408SAM\u3001\u6700\u5148\u8fdb\u7684\u56fe\u50cf\u7ed8\u5236\uff08Stable Diffusion\uff09\u548cAI\u751f\u6210\u5185\u5bb9(AIGC)\u6a21\u578b\uff0c\u901a\u8fc7\u6587\u672c\u63d0\u793a\u7528\u65b0\u751f\u6210\u7684\u5bf9\u8c61\u586b\u5145\u9009\u5b9a\u7684\u5bf9\u8c61\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Edit Everything<\/h4>\n\n\n\n<p><strong>\u7c7b\u4f3c\u601d\u8def<\/strong>\u7684\u6a21\u578b\u8fd8\u6709<strong>Edit Everything<\/strong>\u6a21\u578b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/tobykskgd.life\/wp-content\/uploads\/2024\/07\/\u5c4f\u5e55\u622a\u56fe-2024-07-17-071611.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  loading=\"lazy\" decoding=\"async\" width=\"710\" height=\"275\" data-original=\"https:\/\/tobykskgd.life\/wp-content\/uploads\/2024\/07\/\u5c4f\u5e55\u622a\u56fe-2024-07-17-071611.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-1114\"  sizes=\"auto, (max-width: 710px) 100vw, 710px\" \/><\/div><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">Any-to-Any Style Transfer<\/h4>\n\n\n\n<p>\u8fd8\u6709\u7c7b\u4f3c\u7684<strong>\u56fe\u50cf\u4efb\u610f\u98ce\u683c\u8f6c\u6362<\/strong>\u6a21\u578b<strong>Any-to-Any Style Transfer<\/strong>\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/tobykskgd.life\/wp-content\/uploads\/2024\/07\/\u5c4f\u5e55\u622a\u56fe-2024-07-17-071616.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  loading=\"lazy\" decoding=\"async\" width=\"748\" height=\"375\" data-original=\"https:\/\/tobykskgd.life\/wp-content\/uploads\/2024\/07\/\u5c4f\u5e55\u622a\u56fe-2024-07-17-071616.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-1115\"  sizes=\"auto, (max-width: 748px) 100vw, 748px\" \/><\/div><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u771f\u5b9e\u573a\u666f\u7684\u5e94\u7528<\/h3>\n\n\n\n<p>SAM \u5177\u6709<strong>\u534f\u52a9\u5904\u7406\u8bb8\u591a\u771f\u5b9e\u4e16\u754c\u573a\u666f<\/strong>\u7684\u80fd\u529b\uff0c\u4f8b\u5982<strong>\u771f\u5b9e\u4e16\u754c\u7684\u7269\u4f53\u68c0\u6d4b<\/strong>\u3001<strong>\u7269\u4f53\u8ba1\u6570<\/strong>\u4ee5\u53ca<strong>\u79fb\u52a8\u7269\u4f53\u68c0\u6d4b<\/strong>\u573a\u666f\u3002<\/p>\n\n\n\n<p>SAM\u5728\u50cf\u81ea\u7136\u56fe\u50cf\u8fd9\u6837\u7684\u5e38\u89c1\u573a\u666f\u4e2d\uff0c\u5b83\u5177\u6709\u4f18\u79c0\u7684\u6cdb\u5316\u80fd\u529b\u3002\u800c<strong>\u5728\u4f4e\u5bf9\u6bd4\u5ea6\u7684\u573a\u666f\u4e2d\uff0c\u5b83\u7684\u6548\u679c\u8f83\u5dee<\/strong>\uff0c\u800c\u4e14\u5728\u590d\u6742\u573a\u666f\u4e2d\u9700\u8981\u5f3a\u5927\u7684\u5148\u9a8c\u77e5\u8bc6\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Segment anything is not always perfect: An investigation of sam on different real-world applications<\/h4>\n\n\n\n<p><strong>\u8bc4\u4f30\u4e86SAM\u5728\u591a\u79cd\u73b0\u5b9e\u4e16\u754c\u5206\u5272\u573a\u666f\u4e2d\u7684\u6027\u80fd<\/strong>\uff0c\u4f8b\u5982<strong>\u81ea\u7136\u56fe\u50cf\u3001\u519c\u4e1a\u3001\u5236\u9020\u4e1a\u3001\u9065\u611f\u548c\u533b\u7597\u573a\u666f<\/strong>\u3002\u672c\u6587\u53d1\u73b0\uff0cSAM<strong>\u5728\u81ea\u7136\u56fe\u50cf\u7b49\u5e38\u89c1\u573a\u666f\u4e0b\u6709\u5f88\u597d\u7684\u6cdb\u5316\u6548\u679c<\/strong>\uff0c\u800c<strong>\u5728\u4f4e\u5bf9\u6bd4\u5ea6\u573a\u666f\u4e0b\u6548\u679c\u8f83\u5dee<\/strong>\uff0c\u5728\u590d\u6742\u573a\u666f\u4e0b\u9700\u8981\u5f88\u5f3a\u7684\u5148\u9a8c\u77e5\u8bc6\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Application of segment anything model for civil infrastructure defect assessment<\/h4>\n\n\n\n<p><strong>\u5229\u7528 SAM \u6765\u68c0\u6d4b\u6df7\u51dd\u571f\u7ed3\u6784\u4e2d\u7684\u88c2\u7f1d<\/strong>\uff0c\u5e76<strong>\u5c06\u5176\u6027\u80fd\u4e0eBaseline\u6a21\u578bU-Net\u8fdb\u884c\u6bd4\u8f83<\/strong>\u3002<\/p>\n\n\n\n<p>\u7ed3\u679c\u663e\u793a\uff0c<strong>SAM \u5728\u68c0\u6d4b\u7eb5\u5411\u88c2\u7f1d\u65b9\u9762\u8868\u73b0\u4f18\u4e8e UNet<\/strong>\uff0c\u56e0\u4e3a\u8fd9\u4e9b\u88c2\u7f1d\u66f4\u53ef\u80fd\u5728\u6b63\u5e38\u573a\u666f\u4e2d\u627e\u5230\u7c7b\u4f3c\u7684\u8bad\u7ec3\u56fe\u50cf\u3002\u800c<strong>\u5728\u4e0d\u5e38\u89c1\u7684\u573a\u666f\uff0c\u5373\u5265\u843d\u88c2\u7f1d\u65b9\u9762\uff0cSAM \u7684\u8868\u73b0\u4e0d\u5982 U-Net<\/strong>\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Deep learning universal crater detection using segment anything model (sam)<\/h4>\n\n\n\n<p>\u63d0\u51fa\u4e86\u4e00\u79cd<strong>\u4f7f\u7528 SAM \u5bf9\u4e0d\u719f\u6089\u5bf9\u8c61\u8fdb\u884c\u96f6\u6837\u672c\u6cdb\u5316\u7684\u901a\u7528\u9668\u77f3\u5751\u68c0\u6d4b\u65b9\u6848<\/strong>\u3002<\/p>\n\n\n\n<p>\u5904\u7406\u6d41\u7a0b\u4f7f\u7528 SAM \u6765\u5206\u5272\u8f93\u5165\u56fe\u50cf\uff0c\u5bf9\u6570\u636e\u7c7b\u578b\u548c\u5206\u8fa8\u7387\u6ca1\u6709\u9650\u5236\u3002\u7136\u540e\uff0c\u4f7f\u7528\u5706\u5f62-\u692d\u5706\u5f62\u6307\u6570\u6765\u8fc7\u6ee4\u4e0d\u662f\u5706\u5f62-\u692d\u5706\u5f62\u7684\u5206\u5272\u63a9\u7801\u3002\u6700\u540e\uff0c\u4f7f\u7528\u4e00\u4e2a\u540e\u5904\u7406\u8fc7\u6ee4\u5668\u6765\u53bb\u9664\u91cd\u590d\u7684\u3001\u4eba\u4e3a\u7684\u548c\u5047\u9633\u6027\u7684\u90e8\u5206\u3002<strong>\u8fd9\u4e2a\u6d41\u7a0b\u5728\u5f53\u524d\u9886\u57df\u663e\u793a\u51fa\u5176\u4f5c\u4e3a\u901a\u7528\u5de5\u5177\u7684\u5de8\u5927\u6f5c\u529b<\/strong>\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u590d\u6742\u573a\u666f\u4e2d\u7684\u5e94\u7528<\/h3>\n\n\n\n<p>SAM \u662f\u5426\u80fd\u89e3\u51b3<strong>\u590d\u6742\u573a\u666f<\/strong>\uff08\u5982\u4f4e\u5bf9\u6bd4\u5ea6\u573a\u666f\uff09\u4e2d\u7684\u5206\u5272\u95ee\u9898\uff0c\u4e5f\u662f\u4e00\u4e2a\u6709\u610f\u4e49\u7684\u95ee\u9898\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Sam struggles in concealed scenes\u2013empirical study on \u201dsegment anything\u201d\u548cCan sam segment anything? when sam meets camouflaged object detection<\/h4>\n\n\n\n<p>\u5728\u4e09\u79cd\u573a\u666f\uff0c\u5373<strong>\u4f2a\u88c5\u52a8\u7269\u3001\u5de5\u4e1a\u7f3a\u9677\u548c\u533b\u5b66\u75c5\u53d8<\/strong>\u4e2d\uff0c<strong>\u5b9a\u91cf\u5730\u5c06\u5176\u4e0e\u5c16\u7aef\u6a21\u578b\u8fdb\u884c\u6bd4\u8f83<\/strong>\u3002<strong>\u5728\u4e09\u4e2a\u4f2a\u88c5\u7269\u4f53\u5206\u5272\uff08COS\uff09\u6570\u636e\u96c6\u4e0a\u8fdb\u884c\u5b9e\u9a8c<\/strong>\uff0c\u5373\u62e5\u6709 250 \u4e2a\u6837\u672c\u7684 CAMO\uff0c\u62e5\u6709 2026 \u4e2a\u6837\u672c\u7684COD10K\uff0c\u4ee5\u53ca\u62e5\u67094121\u4e2a\u6837\u672c\u7684NC4K\u3002\u5e76\u5c06\u5176\u4e0e\u57fa\u4e8eTransformer\u7684\u6a21\u578b CamoFormer-P\/S \u548cHitNet\u8fdb\u884c\u6bd4\u8f83\u3002\u7ed3\u679c\u8868\u660e\uff0c<strong>SAM \u5728\u9690\u853d\u573a\u666f\u4e2d\u7684\u6027\u80fd\u4e0d\u8db3<\/strong>\uff0c\u5e76\u6307\u51fa\uff0c\u6f5c\u5728\u7684\u89e3\u51b3\u65b9\u6848\u53ef\u80fd\u4f9d\u8d56\u4e8e\u5728\u7279\u5b9a\u9886\u57df\u7684\u5148\u9a8c\u77e5\u8bc6\u7684\u652f\u6301\u3002\u53e6\u4e00\u7bc7\u8bba\u6587\u4e2d\u4e5f\u53ef\u4ee5\u5f97\u51fa\u540c\u6837\u7684\u7ed3\u8bba\uff0c<strong>\u4f5c\u8005\u5728\u4e0a\u8ff0\u540c\u6837\u7684\u4e09\u4e2a\u6570\u636e\u96c6\u4e0a\uff0c\u5c06SAM\u4e0e22\u4e2a\u6700\u5148\u8fdb\u7684\u65b9\u6cd5\u5728\u4f2a\u88c5\u7269\u4f53\u68c0\u6d4b\u4e0a\u8fdb\u884c\u6bd4\u8f83<\/strong>\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Segment Any Anomaly + (SAA+)<\/h4>\n\n\n\n<p>\u8be5\u6a21\u578b\u7528\u4e8e<strong>\u96f6\u6837\u672c\u5f02\u5e38\u5206\u5272<\/strong>\uff0c<strong>\u5229\u7528\u6df7\u5408\u63d0\u793a\u89c4\u8303\u5316\u6765\u63d0\u9ad8\u73b0\u4ee3\u57fa\u7840\u6a21\u578b\u7684\u9002\u5e94\u6027<\/strong>\uff0c\u4ece\u800c\u65e0\u9700\u9886\u57df\u7279\u5b9a\u7684\u5fae\u8c03\u5c31\u80fd\u8fdb\u884c\u66f4\u7cbe\u786e\u7684\u5f02\u5e38\u5206\u5272\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/tobykskgd.life\/wp-content\/uploads\/2024\/07\/\u5c4f\u5e55\u622a\u56fe-2024-07-17-073742.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  loading=\"lazy\" decoding=\"async\" width=\"711\" height=\"334\" data-original=\"https:\/\/tobykskgd.life\/wp-content\/uploads\/2024\/07\/\u5c4f\u5e55\u622a\u56fe-2024-07-17-073742.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-1117\"  sizes=\"auto, (max-width: 711px) 100vw, 711px\" \/><\/div><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">Weakly-supervised concealed object segmentation with sam-based pseudo labeling and multi-scale feature grouping<\/h4>\n\n\n\n<p>WSSAM\u5229\u7528 SAM \u8fdb\u884c<strong>\u5f31\u76d1\u7763\u9690\u853d\u7269\u4f53\u5206\u5272<\/strong>\uff0c<strong>\u89e3\u51b3\u4e86\u4f7f\u7528\u7a00\u758f\u6ce8\u91ca\u6570\u636e\u5206\u5272\u4e0e\u5468\u56f4\u73af\u5883\u878d\u4e3a\u4e00\u4f53\u7684\u7269\u4f53\u7684\u6311\u6218<\/strong>\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/tobykskgd.life\/wp-content\/uploads\/2024\/07\/\u5c4f\u5e55\u622a\u56fe-2024-07-17-074750.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  loading=\"lazy\" decoding=\"async\" width=\"730\" height=\"326\" data-original=\"https:\/\/tobykskgd.life\/wp-content\/uploads\/2024\/07\/\u5c4f\u5e55\u622a\u56fe-2024-07-17-074750.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-1118\"  sizes=\"auto, (max-width: 730px) 100vw, 730px\" \/><\/div><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u5176\u5b83\u5e94\u7528:\u89c6\u89c9\u53ca\u5176\u5b83<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u533b\u7597\u56fe\u50cf<\/h3>\n\n\n\n<p><strong>\u533b\u7597\u56fe\u50cf\u5206\u5272\u7684\u76ee\u7684\u662f\u5c55\u793a\u76f8\u5e94\u7ec4\u7ec7\u7684\u89e3\u5256\u6216\u75c5\u7406\u7ed3\u6784\uff0c\u53ef\u4ee5\u7528\u4e8e\u8ba1\u7b97\u673a\u8f85\u52a9\u8bca\u65ad\u548c\u667a\u80fd\u4e34\u5e8a\u624b\u672f\u3002<\/strong> \u4e0b\u56fe\u662f\u533b\u7597\u56fe\u50cf <strong>SAM \u6982\u89c8<\/strong>\uff0c\u5305\u62ec\u4e86SAM\u5728\u8ba1\u7b97\u673a\u65ad\u5c42\u626b\u63cf\uff08CT\uff09\u56fe\u50cf\u3001\u78c1\u5171\u632f\u6210\u50cf\uff08MRI\uff09\u56fe\u50cf\u3001\u7ed3\u80a0\u955c\u68c0\u67e5\u56fe\u50cf\u3001\u591a\u683c\u5f0f\u56fe\u50cf\u3001H&amp;E \u67d3\u8272\u7ec4\u7ec7\u5207\u7247\u56fe\u50cf\u7b49\u4e0d\u540c\u7c7b\u578b\u56fe\u50cf\u4e2d\u7684\u5e94\u7528\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/tobykskgd.life\/wp-content\/uploads\/2024\/07\/\u5c4f\u5e55\u622a\u56fe-2024-07-17-075142-1024x294.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"294\" data-original=\"https:\/\/tobykskgd.life\/wp-content\/uploads\/2024\/07\/\u5c4f\u5e55\u622a\u56fe-2024-07-17-075142-1024x294.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-1119\"  sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/div><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u89c6\u9891<\/h3>\n\n\n\n<p>\u5728\u8ba1\u7b97\u673a\u89c6\u89c9\u9886\u57df\uff0c<strong>\u89c6\u9891\u76ee\u6807\u8ddf\u8e2a\uff08VOT\uff09\u548c\u89c6\u9891\u5206\u5272\u88ab\u8ba4\u4e3a\u662f\u81f3\u5173\u91cd\u8981\u4e14\u4e0d\u53ef\u6216\u7f3a\u7684\u4efb\u52a1<\/strong>\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Track Anything Model, TAM<\/h4>\n\n\n\n<p>TAM\u9ad8\u6548\u5730\u5728<strong>\u89c6\u9891\u4e2d<\/strong>\u5b9e\u73b0\u4e86\u51fa\u8272\u7684<strong>\u4ea4\u4e92\u5f0f\u8ddf\u8e2a\u548c\u5206\u5272<\/strong>\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/tobykskgd.life\/wp-content\/uploads\/2024\/07\/\u5c4f\u5e55\u622a\u56fe-2024-07-17-075451-1024x588.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"588\" data-original=\"https:\/\/tobykskgd.life\/wp-content\/uploads\/2024\/07\/\u5c4f\u5e55\u622a\u56fe-2024-07-17-075451-1024x588.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-1120\"  sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/div><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">SAMTrack<\/h4>\n\n\n\n<p>SAMTrack \u662f\u4e00\u79cd<strong>\u89c6\u9891\u5206\u5272\u6846\u67b6<\/strong>\uff0c\u53ef\u901a\u8fc7<strong>\u4ea4\u4e92\u548c\u81ea\u52a8\u7684\u65b9\u6cd5\u5b9e\u73b0\u76ee\u6807\u8ddf\u8e2a\u548c\u5206\u5272<\/strong>\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/tobykskgd.life\/wp-content\/uploads\/2024\/07\/\u5c4f\u5e55\u622a\u56fe-2024-07-17-075508.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  loading=\"lazy\" decoding=\"async\" width=\"723\" height=\"470\" data-original=\"https:\/\/tobykskgd.life\/wp-content\/uploads\/2024\/07\/\u5c4f\u5e55\u622a\u56fe-2024-07-17-075508.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-1121\"  sizes=\"auto, (max-width: 723px) 100vw, 723px\" \/><\/div><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">SAM-guided refinement module, SEEM<\/h4>\n\n\n\n<p><strong>SEEM\u53ef\u4ee5\u4f5c\u4e3aSAM\u7684\u4e00\u4e2a\u8f7b\u91cf\u7ea7\u4f18\u5316\u6a21\u5757<\/strong>\uff0c\u7528\u4e8e\u63d0\u5347\u73b0\u6709\u65b9\u6cd5\u7684\u6027\u80fd\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/tobykskgd.life\/wp-content\/uploads\/2024\/07\/\u5c4f\u5e55\u622a\u56fe-2024-07-17-075820.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  loading=\"lazy\" decoding=\"async\" width=\"712\" height=\"527\" data-original=\"https:\/\/tobykskgd.life\/wp-content\/uploads\/2024\/07\/\u5c4f\u5e55\u622a\u56fe-2024-07-17-075820.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-1122\"  sizes=\"auto, (max-width: 712px) 100vw, 712px\" \/><\/div><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u89c6\u89c9\u4e4b\u5916<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">SA3D<\/h4>\n\n\n\n<p>SA3D\u53ef\u4ee5<strong>\u7528\u4e8e3D\u91cd\u5efa<\/strong>\u3002\u5229\u75283D\u63a9\u7801\u7f51\u683c\uff0c\u53ef\u4ee5<strong>\u786e\u5b9a\u7269\u4f53\u57283D\u4e2d\u7684\u5360\u7528\u7a7a\u95f4<\/strong>\uff0c\u5e76<strong>\u4ee5\u5404\u79cd\u65b9\u5f0f\u91cd\u5efa<\/strong>\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/tobykskgd.life\/wp-content\/uploads\/2024\/07\/\u5c4f\u5e55\u622a\u56fe-2024-07-17-082137.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  loading=\"lazy\" decoding=\"async\" width=\"731\" height=\"732\" data-original=\"https:\/\/tobykskgd.life\/wp-content\/uploads\/2024\/07\/\u5c4f\u5e55\u622a\u56fe-2024-07-17-082137.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-1123\"  sizes=\"auto, (max-width: 731px) 100vw, 731px\" \/><\/div><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">ORNeRF<\/h4>\n\n\n\n<p>\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u7684<strong>\u5bf9\u8c61\u79fb\u9664\u8bbe\u8ba1 ORNeRF<\/strong>\uff0c\u5b83\u4f7f\u7528\u5355\u4e2a\u89c6\u56fe\u4e0a\u7684\u70b9\u6216\u6587\u672c prompt \u4ece 3D \u573a\u666f\u4e2d\u79fb\u9664\u5bf9\u8c61\u3002\u901a\u8fc7\u4f7f\u7528\u70b9\u6295\u5f71\u7b56\u7565\u5c06\u7528\u6237\u6ce8\u91ca\u5feb\u901f\u4f20\u64ad\u7ed9\u6240\u6709\u89c6\u56fe\uff0c\u8be5\u65b9\u6cd5\u4f7f\u7528\u6bd4\u4ee5\u5f80\u5de5\u4f5c\u66f4\u5c11\u7684\u65f6\u95f4\u5b9e\u73b0\u4e86\u66f4\u597d\u7684\u6027\u80fd\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/tobykskgd.life\/wp-content\/uploads\/2024\/07\/\u5c4f\u5e55\u622a\u56fe-2024-07-17-082354.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  loading=\"lazy\" decoding=\"async\" width=\"703\" height=\"359\" data-original=\"https:\/\/tobykskgd.life\/wp-content\/uploads\/2024\/07\/\u5c4f\u5e55\u622a\u56fe-2024-07-17-082354.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-1124\"  sizes=\"auto, (max-width: 703px) 100vw, 703px\" \/><\/div><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">\u975e\u6b27\u5f0f\u57df<\/h4>\n\n\n\n<p><strong>SNA \u65b9\u6cd5\u5f15\u5165\u4e86\u4e00\u4e2a\u4e13\u95e8\u7684\u53ef\u7cbe\u7b80\u56fe\u5377\u79ef\u5c42<\/strong>\u3002\u8be5\u5c42\u53ef\u4ee5\u6839\u636e\u8f93\u5165\u7684\u7279\u5f81\u7ef4\u5ea6\u8fdb\u884c\u901a\u9053\u7684\u52a8\u6001\u6fc0\u6d3b\u6216\u505c\u7528\uff0c\u6765\u4e3a\u4e0d\u540c\u4efb\u52a1\u5904\u7406\u4e0d\u540c\u7279\u5f81\u7ef4\u5ea6\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/tobykskgd.life\/wp-content\/uploads\/2024\/07\/\u5c4f\u5e55\u622a\u56fe-2024-07-17-082613.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  loading=\"lazy\" decoding=\"async\" width=\"723\" height=\"397\" data-original=\"https:\/\/tobykskgd.life\/wp-content\/uploads\/2024\/07\/\u5c4f\u5e55\u622a\u56fe-2024-07-17-082613.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-1125\"  sizes=\"auto, (max-width: 723px) 100vw, 723px\" \/><\/div><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">Instruct2Act<\/h4>\n\n\n\n<p>\u5728\u611f\u77e5\u90e8\u5206\uff0c\u9884\u5b9a\u4e49\u7684 API \u7528\u4e8e\u8bbf\u95ee\u591a\u4e2a\u57fa\u7840\u6a21\u578b\u3002SAM\u51c6\u786e\u5b9a\u4f4d\u5019\u9009\u5bf9\u8c61\uff0cCLIP\u5bf9\u5b83\u4eec\u8fdb\u884c\u5206\u7c7b\u3002<strong>\u8be5\u6846\u67b6\u5229\u7528\u57fa\u7840\u6a21\u578b\u7684\u4e13\u4e1a\u77e5\u8bc6\u548c\u673a\u5668\u4eba\u80fd\u529b\u5c06\u590d\u6742\u7684\u9ad8\u7ea7\u6307\u4ee4\u8f6c\u6362\u4e3a\u7cbe\u786e\u7684\u7b56\u7565\u4ee3\u7801\u3002<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/tobykskgd.life\/wp-content\/uploads\/2024\/07\/\u5c4f\u5e55\u622a\u56fe-2024-07-17-082823.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  loading=\"lazy\" decoding=\"async\" width=\"719\" height=\"529\" data-original=\"https:\/\/tobykskgd.life\/wp-content\/uploads\/2024\/07\/\u5c4f\u5e55\u622a\u56fe-2024-07-17-082823.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-1126\"  sizes=\"auto, (max-width: 719px) 100vw, 719px\" \/><\/div><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">SAMText<\/h4>\n\n\n\n<p>\u5c06SAM\u5e94\u7528\u4e8e\u89c6\u9891\u6587\u672c\u5b9a\u4f4d\uff0cSAMText\u662f\u4e00\u79cd\u4e3a<strong>\u89c6\u9891\u6587\u672c\u5b9a\u4f4d\u4efb\u52a1<\/strong>\u751f\u6210\u63a9\u7801\u6ce8\u91ca\u7684\u53ef\u6269\u5c55\u9ad8\u6548\u89e3\u51b3\u65b9\u6848\u3002\u901a\u8fc7\u5c06 SAM \u6a21\u578b\u5e94\u7528\u4e8e\u8fb9\u754c\u6846\u6ce8\u91ca\uff0c\u5b83\u53ef\u4ee5\u4e3a\u5927\u89c4\u6a21\u89c6\u9891\u6587\u672c\u6570\u636e\u96c6\u751f\u6210\u63a9\u7801\u6ce8\u91ca\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/tobykskgd.life\/wp-content\/uploads\/2024\/07\/\u5c4f\u5e55\u622a\u56fe-2024-07-17-083348.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  loading=\"lazy\" decoding=\"async\" width=\"720\" height=\"447\" data-original=\"https:\/\/tobykskgd.life\/wp-content\/uploads\/2024\/07\/\u5c4f\u5e55\u622a\u56fe-2024-07-17-083348.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-1127\"  sizes=\"auto, (max-width: 720px) 100vw, 720px\" \/><\/div><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">Caption Anything\uff08CAT\uff09<\/h4>\n\n\n\n<p>\u5c06SAM\u5e94\u7528\u4e8e<strong>\u56fe\u50cf\u5b57\u5e55<\/strong>\u4e2d\uff0c<strong>Caption Anything\uff08CAT\uff09<\/strong>\u662f\u4e00\u79cd\u7528\u4e8e<strong>\u53ef\u63a7\u56fe\u50cf\u5b57\u5e55<\/strong>\u7684\u65b9\u6cd5\u3002CAT \u7684\u6846\u67b6\u5c06\u591a\u6a21\u6001\u63a7\u5236\u5f15\u5165\u56fe\u50cf\u5b57\u5e55\uff0c\u5448\u73b0\u7b26\u5408\u4eba\u7c7b\u610f\u56fe\u7684\u5404\u79cd\u89c6\u89c9\u7126\u70b9\u548c\u8bed\u8a00\u98ce\u683c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/tobykskgd.life\/wp-content\/uploads\/2024\/07\/\u5c4f\u5e55\u622a\u56fe-2024-07-17-083556.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  loading=\"lazy\" decoding=\"async\" width=\"729\" height=\"650\" data-original=\"https:\/\/tobykskgd.life\/wp-content\/uploads\/2024\/07\/\u5c4f\u5e55\u622a\u56fe-2024-07-17-083556.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-1128\"  sizes=\"auto, (max-width: 729px) 100vw, 729px\" \/><\/div><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">AV-SAM<\/h4>\n\n\n\n<p>SAM\u5728<strong>\u89c6\u542c\u65b9\u9762<\/strong>\u4e5f\u6709\u6d89\u53ca\uff0cAV-SAM\u7684\u89c6\u542c\u5b9a\u4f4d\u548c\u5206\u5272\u65b9\u6cd5\u7528\u4e8e\u5b66\u4e60\u53ef\u4ee5<strong>\u5bf9\u9f50\u97f3\u9891\u548c\u89c6\u89c9\u4fe1\u606f\u7684\u8de8\u6a21\u6001\u8868\u793a<\/strong>\u3002AV-SAM\u5229\u7528\u9884\u8bad\u7ec3\u97f3\u9891\u7f16\u7801\u5668\u548c\u56fe\u50cf\u7f16\u7801\u5668\u4e2d\u8de8\u97f3\u9891\u548c\u89c6\u89c9\u7279\u5f81\u7684\u50cf\u7d20\u7ea7\u89c6\u542c\u878d\u5408\u6765\u805a\u5408\u8de8\u6a21\u6001\u8868\u793a\u3002\u7136\u540e\u5c06\u805a\u5408\u7684\u8de8\u6a21\u6001\u7279\u5f81\u8f93\u5165prompt\u7f16\u7801\u5668\u548c\u63a9\u7801\u89e3\u7801\u5668\uff0c\u751f\u6210\u6700\u7ec8\u7684\u89c6\u542c\u5206\u5272\u63a9\u7801\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/tobykskgd.life\/wp-content\/uploads\/2024\/07\/\u5c4f\u5e55\u622a\u56fe-2024-07-17-083607.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  loading=\"lazy\" decoding=\"async\" width=\"724\" height=\"704\" data-original=\"https:\/\/tobykskgd.life\/wp-content\/uploads\/2024\/07\/\u5c4f\u5e55\u622a\u56fe-2024-07-17-083607.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-1129\"  sizes=\"auto, (max-width: 724px) 100vw, 724px\" \/><\/div><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">Caption anything: Interactive image description with diverse multimodal controls<\/h4>\n\n\n\n<p>\u5c06SAM\u5e94\u7528\u4e8e<strong>\u591a\u6a21\u6001\u89c6\u89c9\u548c\u5f00\u653e\u8bcd\u6c47\u4ea4\u4e92\u5206\u5272<\/strong>\uff0c\u65e8\u5728\u4f7f\u7528\u4ec5\u6587\u672c\u8f93\u5165\u7684CLIP\u7b56\u7565\u6765\u5b8c\u5168\u53d6\u4ee3\u624b\u52a8\u70b9\uff08manual point\uff09\u3002\u8fd9\u79cd\u65b9\u6cd5<strong>\u63d0\u4f9b\u6765\u81ea\u6587\u672c\u8f93\u5165\u7684\u50cf\u7d20\u7ea7\u7ed3\u679c<\/strong>\uff0c\u53ef\u4ee5<strong>\u5f88\u5bb9\u6613\u5730\u8f6c\u6362\u4e3aSAM\u6a21\u578b\u7684\u70b9prompt<\/strong>\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/tobykskgd.life\/wp-content\/uploads\/2024\/07\/\u5c4f\u5e55\u622a\u56fe-2024-07-17-083623.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  loading=\"lazy\" decoding=\"async\" width=\"729\" height=\"944\" data-original=\"https:\/\/tobykskgd.life\/wp-content\/uploads\/2024\/07\/\u5c4f\u5e55\u622a\u56fe-2024-07-17-083623.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-1130\"  sizes=\"auto, (max-width: 729px) 100vw, 729px\" \/><\/div><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>\u3010A Comprehensive Survey on Segment Anything Model for V [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[33],"tags":[3,25,35,7,8,34],"class_list":["post-1110","post","type-post","status-publish","format-standard","hentry","category-wxyd","tag-xxbj","tag-xd","tag-wxyd","tag-jjxx","tag-deeplearning","tag-lw"],"_links":{"self":[{"href":"https:\/\/tobykskgd.life\/index.php\/wp-json\/wp\/v2\/posts\/1110","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/tobykskgd.life\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/tobykskgd.life\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/tobykskgd.life\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/tobykskgd.life\/index.php\/wp-json\/wp\/v2\/comments?post=1110"}],"version-history":[{"count":2,"href":"https:\/\/tobykskgd.life\/index.php\/wp-json\/wp\/v2\/posts\/1110\/revisions"}],"predecessor-version":[{"id":1849,"href":"https:\/\/tobykskgd.life\/index.php\/wp-json\/wp\/v2\/posts\/1110\/revisions\/1849"}],"wp:attachment":[{"href":"https:\/\/tobykskgd.life\/index.php\/wp-json\/wp\/v2\/media?parent=1110"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/tobykskgd.life\/index.php\/wp-json\/wp\/v2\/categories?post=1110"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/tobykskgd.life\/index.php\/wp-json\/wp\/v2\/tags?post=1110"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}