{"id":3054,"date":"2024-03-04T14:06:39","date_gmt":"2024-03-04T05:06:39","guid":{"rendered":"https:\/\/vds.sogang.ac.kr\/?p=3054"},"modified":"2024-03-04T14:06:39","modified_gmt":"2024-03-04T05:06:39","slug":"2024%eb%85%84-winter-conference-on-applications-of-computer-vision-wacv-%ea%b0%95%eb%b3%91%ec%9a%b0-%eb%ac%b8%ec%8a%b9%ed%9b%88","status":"publish","type":"post","link":"https:\/\/vds.sogang.ac.kr\/?p=3054","title":{"rendered":"2024\ub144 Winter Conference on Applications of Computer Vision (WACV) &#8211; \uac15\ubcd1\uc6b0, \ubb38\uc2b9\ud6c8"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-3055\" src=\"https:\/\/vds.sogang.ac.kr\/wp-content\/uploads\/2024\/03\/wacv2-scaled.jpg\" alt=\"\" width=\"2560\" height=\"1441\" srcset=\"https:\/\/vds.sogang.ac.kr\/wp-content\/uploads\/2024\/03\/wacv2-scaled.jpg 2560w, https:\/\/vds.sogang.ac.kr\/wp-content\/uploads\/2024\/03\/wacv2-300x169.jpg 300w, https:\/\/vds.sogang.ac.kr\/wp-content\/uploads\/2024\/03\/wacv2-1024x577.jpg 1024w, https:\/\/vds.sogang.ac.kr\/wp-content\/uploads\/2024\/03\/wacv2-768x432.jpg 768w, https:\/\/vds.sogang.ac.kr\/wp-content\/uploads\/2024\/03\/wacv2-1536x865.jpg 1536w, https:\/\/vds.sogang.ac.kr\/wp-content\/uploads\/2024\/03\/wacv2-2048x1153.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>[\ud559\ud68c \ud6c4\uae30]<br \/>\n2024\ub144 1\uc6d4 4\uc77c\ubd80\ud130 8\uc77c\uae4c\uc9c0 \ud558\uc640\uc774 Waikoloa Beach Marriott Resort\uc5d0\uc11c \uc5f4\ub9b0 \ucef4\ud4e8\ud130 \ube44\uc804 premiere tier \ud559\ud68c\uc778 WACV 2024\uc5d0 poster session \ubc1c\ud45c\uc790\ub85c \ucc38\uc11d\ud558\uc600\ub2e4. \ucef4\ud4e8\ud130 \ube44\uc804 \ubd84\uc57c\uc5d0\uc11c \uad8c\uc704\uc788\ub294 \ud559\ud68c\uc778 \ub9cc\ud07c, detection \ubc0f segmentation \ub4f1 \uc804\ud1b5\uc801\uc778 field \ubfd0\ub9cc \uc544\ub2c8\ub77c autonomous driving, quantization, video forensic \ub4f1 \ucd5c\uadfc \ud06c\uac8c \uad00\uc2ec\uc744 \ubc1b\ub294 field \uae4c\uc9c0 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0 \ub300\ud55c presentation\uc744 \uc624\ud504\ub77c\uc778\uc73c\ub85c \uba74\ub300\uba74\uc73c\ub85c \ub4e4\uc744 \uc218 \uc788\uc5b4 \uc18c\uc911\ud55c \uacbd\ud5d8\uc774\uc5c8\ub2e4.<\/p>\n<p>Autonomous driving \uad00\ub828 \uac00\uc7a5 \uc778\uc0c1\uc2f6\uc5c8\ub358 presentation\uc740 Bird&#8217;s-Eye-Biew (BEV) feature\ub97c \ub2e4\ub8e8\ub294 \uc5f0\uad6c\ubb3c\uc774\uc5c8\ub358 &#8220;Residual Graph Convolutional Network for Bird&#8217;s-Eye-View Semantic Segmentation&#8221; \uc774\uc5c8\ub2e4. Graph neural network\uc640 residual connection\uc744 \ud1b5\ud574 spatial \ubc0f channel \ucd95 \ubaa8\ub450\uc758 feature\ub97c \uac15\ud654\ud574 \uc131\ub2a5\uc744 \ub04c\uc5b4\uc62c\ub9ac\ub294 \ubc29\uc2dd\uc774 \uac04\ub2e8\ud558\ub2e4\uace0 \uc0dd\uac01\ub418\uba74\uc11c\ub3c4 \ubc29\ud5a5\uc131\uc758 \ucc38\uc2e0\ud568\uc5d0 \uac10\ud0c4\ud560 \uc218 \uc788\uc5c8\ub2e4. \ud574\ub2f9 \ub17c\ubb38\uc774 Utah State University\uc5d0 \ud55c \ub300\ud559\uc6d0\uc0dd\uc758 \uc878\uc5c5\ub17c\ubb38\uc774\ub77c\ub294 \ube44\ud558\uc778\ub4dc \uc2a4\ud1a0\ub9ac\ub97c \ub4e3\ub294 \uac83\ub3c4 \uc7ac\ubbf8\uc788\uc5c8\uace0, \ud559\ud68c \ucc38\uc11d\uc758 \ub610 \ub2e4\ub978 \ubb18\ubbf8\ub77c\uace0 \uc0dd\uac01\ud588\ub2e4.<\/p>\n<p>\ud55c\ud3b8 quantization \uad00\ub828 \ud765\ubbf8\ub85c\uc6e0\ub358 presentation\uc740 &#8220;Improved Techniques for Quantizing Deep Networks With Adaptive Bit-Widths&#8221; \uc774\uc5c8\ub2e4. \uae30\uc874 quantization \uae30\ubc95\uc5d0 knowledge distillation\uc744 \ub3c4\uc785\ud558\uc5ec best teacher model\uc744 adaptive\ud558\uac8c \uc120\ud0dd \ud6c4 student model\uc774 \uc774\ub97c mimic\ud558\ub294 \ubc29\uc2dd\uc744 \uc0ac\uc6a9\ud574 \uc131\ub2a5 \uac10\uc18c\ud3ed\uc744 \uc904\uc774\uba74\uc11c \uc5f0\uc0b0\ub7c9\uc740 \ud06c\uac8c \uacbd\ub7c9\ud654\ud558\uc600\ub2e4. \ub610\ud55c teacher model\uacfc student model\uc758 \ud2b9\uc815 block\uc744 \uc9c1\uc811 swap\ud558\ub294 \ud559\uc2b5 \ubc29\ubc95\ub860\uc744 \uc81c\uc2dc\ud558\uc5ec \uc7ac\ubbf8\uc788\uac8c presentation\uc744 \ub4e4\uc5c8\ub2e4. \ub610\ud55c \ud574\ub2f9 \ubc1c\ud45c\uc790\uc640 \uc800\ub141 \uc2dd\uc0ac\ub97c \uac19\uc774 \ud558\uba74\uc11c \ub9ce\uc740 \uc774\uc57c\uae30\ub97c \uc8fc\uace0 \ubc1b\uc558\ub358 \uc2dc\uac04\uc740 \ud559\ud68c\ub97c \ucc38\uc11d\ud588\uc744 \ub54c\ub9cc \uacaa\uc744 \uc218 \uc788\uc744\uac70\ub77c \uc0dd\uac01\ub418\ub294 \ud658\uc0c1\uc801\uc778 \uacbd\ud5d8\uc774\uc5c8\ub2e4.<\/p>\n<p>[\ubc1c\ud45c \ud6c4\uae30]<br \/>\nSemantic segmentation\uc758 architecture \uacbd\ub7c9\ud654\uc5d0 \ub300\ud55c \ub17c\ubb38\uc744 \ubc1c\ud45c\ud558\uba74\uc11c, \ub9ce\uc740 \uc0ac\ub78c\ub4e4\uc758 \uc9c8\ubb38 \ubc0f \ud53c\ub4dc\ubc31\uc744 \ud1b5\ud574 \ubbf8\ucc98 \uc0dd\uac01\ud558\uc9c0 \ubabb\ud588\ub358 \ubd80\ubd84\uc5d0 \ub300\ud574 \uc0dd\uac01\ud560 \uc218 \uc788\uc5c8\uace0, \uc55e\uc73c\ub85c\uc758 \uc5f0\uad6c \ubc29\uc2dd\uc744 \uc815\ub9bd\ud558\ub294\ub370\ub3c4 \ub9ce\uc740 \ub3c4\uc6c0\uc744 \ubc1b\uc744 \uc218 \uc788\uc5c8\ub2e4. \ubc1c\ud45c \uc8fc\uc81c\ub294 &#8221;MetaSeg: MetaFormer-based Global Contexts-aware Network for Efficient Semantic Segmentation&#8221;\uc774\ub2e4. \uc815\ud615\ud654\ub41c \uad6c\uc870\uc778 MetaFormer\uc758 token mixer\ub85c \uacbd\ub7c9\ud654\ub41c attention \uc5f0\uc0b0\uc778 Channel Reduction Attention (CRA)\ub97c \uc0ac\uc6a9\ud558\ub294 Global Meta Block\uc744 \ud53c\ub77c\ubbf8\ub4dc \uad6c\uc870\uc5d0 \ub3c4\uc785\ud55c \uacbd\ub7c9 \ub124\ud2b8\uc6cc\ud06c MetaSeg\ub97c \uc81c\uc2dc\ud574 \uae30\uc874 \ubc29\ubc95\ub4e4 \ub300\ube44 \uac00\uc7a5 \uc801\uc740 \uc5f0\uc0b0\ub7c9\uc73c\ub85c \uac00\uc7a5 \uc6b0\uc218\ud55c semantic segmentation \uc131\ub2a5\uc744 \ubcf4\uc600\ub2e4. \ud55c\ud3b8 \uc778\uc0c1 \uae4a\uc5c8\ub358 \uc9c8\ubb38\uc740 \ub2e4\uc74c\uacfc \uac19\ub2e4.<br \/>\n(\uc9c8\ubb38) Detection \ubc0f classification\uc73c\ub85c \ud655\uc7a5\ud560 \uacc4\ud68d\uc774 \uc788\ub294\uac00?<br \/>\n(\ub2f5\ubcc0) \uacbd\ub7c9\ud654 \uc5f0\uc0b0\uc778 channel reduction attention\uc744 \ub2e4\ub978 downstream task\ub85c \ud655\uc7a5\ud560 \uc218 \uc788\uc744 \uac83\uc73c\ub85c \ubcf4\uc778\ub2e4. \uc55e\uc73c\ub85c \uc774\ub8e8\uc5b4\uc9c8 \uc5f0\uad6c\ub4e4\uc5d0 \ub300\ud55c \uae30\ub300\uac00 \ud06c\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>&nbsp; [\ud559\ud68c \ud6c4\uae30] 2024\ub144 1\uc6d4 4\uc77c\ubd80\ud130 8\uc77c\uae4c\uc9c0 \ud558\uc640\uc774 Waikoloa Beach Marriott Resort\uc5d0\uc11c \uc5f4\ub9b0 \ucef4\ud4e8\ud130 \ube44\uc804 premiere tier \ud559\ud68c\uc778 WACV 2024\uc5d0 poster session \ubc1c\ud45c\uc790\ub85c \ucc38\uc11d\ud558\uc600\ub2e4. \ucef4\ud4e8\ud130 \ube44\uc804 \ubd84\uc57c\uc5d0\uc11c \uad8c\uc704\uc788\ub294 \ud559\ud68c\uc778 \ub9cc\ud07c, detection \ubc0f segmentation \ub4f1 \uc804\ud1b5\uc801\uc778 field \ubfd0\ub9cc \uc544\ub2c8\ub77c autonomous driving, quantization, video forensic \ub4f1 \ucd5c\uadfc \ud06c\uac8c \uad00\uc2ec\uc744 \ubc1b\ub294 field \uae4c\uc9c0 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0 \ub300\ud55c presentation\uc744 \uc624\ud504\ub77c\uc778\uc73c\ub85c&hellip;&nbsp;<a href=\"https:\/\/vds.sogang.ac.kr\/?p=3054\" class=\"\" rel=\"bookmark\">\ub354 \ubcf4\uae30 &raquo;<span class=\"screen-reader-text\">2024\ub144 Winter Conference on Applications of Computer Vision (WACV) &#8211; \uac15\ubcd1\uc6b0, \ubb38\uc2b9\ud6c8<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"neve_meta_sidebar":"","neve_meta_container":"","neve_meta_enable_content_width":"off","neve_meta_content_width":70,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":"","footnotes":""},"categories":[27],"tags":[],"class_list":["post-3054","post","type-post","status-publish","format-standard","hentry","category-conference"],"_links":{"self":[{"href":"https:\/\/vds.sogang.ac.kr\/index.php?rest_route=\/wp\/v2\/posts\/3054","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/vds.sogang.ac.kr\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vds.sogang.ac.kr\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vds.sogang.ac.kr\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/vds.sogang.ac.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3054"}],"version-history":[{"count":1,"href":"https:\/\/vds.sogang.ac.kr\/index.php?rest_route=\/wp\/v2\/posts\/3054\/revisions"}],"predecessor-version":[{"id":3056,"href":"https:\/\/vds.sogang.ac.kr\/index.php?rest_route=\/wp\/v2\/posts\/3054\/revisions\/3056"}],"wp:attachment":[{"href":"https:\/\/vds.sogang.ac.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3054"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vds.sogang.ac.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3054"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vds.sogang.ac.kr\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3054"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}