{"id":5369,"date":"2024-09-09T05:36:00","date_gmt":"2024-09-08T20:36:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5369"},"modified":"2024-09-09T05:36:00","modified_gmt":"2024-09-08T20:36:00","slug":"image-segmentation-in-foundation-model-era-a-survey","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5369","title":{"rendered":"Image Segmentation in Foundation Model Era: A Survey\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Image Segmentation in Foundation Model Era: A Survey\u00a0<\/strong>[99.2]<br>\u30a4\u30e1\u30fc\u30b8\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308b\u73fe\u5728\u306e\u7814\u7a76\u306f\u3001\u3053\u308c\u3089\u306e\u9032\u6b69\u306b\u95a2\u9023\u3059\u308b\u7279\u5fb4\u3001\u8ab2\u984c\u3001\u89e3\u6c7a\u7b56\u306e\u8a73\u7d30\u306a\u5206\u6790\u3092\u6b20\u3044\u3066\u3044\u308b\u3002 \u672c\u8abf\u67fb\u306f\u3001FM\u99c6\u52d5\u753b\u50cf\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u4e2d\u5fc3\u3068\u3057\u305f\u6700\u5148\u7aef\u306e\u7814\u7a76\u3092\u5fb9\u5e95\u7684\u306b\u30ec\u30d3\u30e5\u30fc\u3059\u308b\u3053\u3068\u3067\u3001\u3053\u306e\u30ae\u30e3\u30c3\u30d7\u3092\u57cb\u3081\u3088\u3046\u3068\u3057\u3066\u3044\u308b\u3002 \u73fe\u5728\u306e\u7814\u7a76\u6210\u679c\u306e\u5e83\u3055\u3092\u5305\u62ec\u3059\u308b,300\u4ee5\u4e0a\u306e\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u30a2\u30d7\u30ed\u30fc\u30c1\u306e\u6982\u8981\u3092\u6982\u89b3\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2408.12957v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2408.12957v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 23 Aug 2024 10:07:59 GMT)<\/li>\n\n\n\n<li>\u753b\u50cf\u306b\u304a\u3051\u308b\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306e\u30b5\u30fc\u30d9\u30a4<\/li>\n\n\n\n<li>\u300cImage segmentation is a long-standing challenge in computer vision, studied continuously over several decades, as evidenced by seminal algorithms such as N-Cut, FCN, and MaskFormer.\u300d\u3001\u300cWith the advent of foundation models (FMs), contemporary segmentation methodologies have embarked on a new epoch by either adapting FMs (e g , CLIP, Stable Diffusion, DINO) for image segmentation or developing dedicated segmentation foundation models (e g , SAM).<br>\u300d\u3068\u306e\u3053\u3068\u3067\u3053\u306e\u5206\u91ce\u3082\u6fc0\u5909\u3057\u3066\u3044\u308b\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[387,484],"class_list":["post-5369","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-survey","tag-484"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5369","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=5369"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5369\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5369"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5369"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5369"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}