[\ud559\ud68c \ud6c4\uae30]
\n2023\ub144 2\uc6d4 5\uc77c\ubd80\ud130 8\uc77c\uae4c\uc9c0 \uc2f1\uac00\ud3ec\ub974 Shangri-La \ud638\ud154\uc5d0\uc11c \uc9c4\ud589\ub41c ICEIC 2023\uc758 poster \uc138\uc158\uc5d0 \ucc38\uc5ec\ud558\uc600\ub2e4. ICEIC\ub294 \uc5ec\ub7ec \uad6d\uc801\uc758 \ud559\uad50\uc5d0\uc11c \ub17c\ubb38\uc744 \ud22c\uace0\ud558\uc600\uace0, \ud2b9\ud788 \uc88b\uc740 \uc5f0\uad6c\ub97c \ub9ce\uc774 \uc9c4\ud589\ud558\ub294 \uac83\uc73c\ub85c \uc54c\ub824\uc838 \uc788\ub294 \uc2f1\uac00\ud3ec\ub974\uc5d0 \uc788\ub294 \ub09c\uc591 \uacf5\uacfc\ub300\ud559\uad50\uc5d0\uc11c\ub3c4 \ub9ce\uc740 \ucc38\uc5ec\uac00 \uc788\uc5c8\ub2e4. Electronics, Information, Communication\uc5d0 \uac78\uccd0 \ub113\uc740 \ubd84\uc57c\uc5d0\uc11c \ub17c\ubb38\uc744 \uc81c\ucd9c\ud55c \ub9cc\ud07c, \ub0b4\uac00 \uc8fc\ub85c \uc5f0\uad6c\ud558\uace0 \uc788\ub294 \ubd84\uc57c\uac00 \uc544\ub2cc \ub2e4\ub978 \ubd84\uc57c\uc758 \ub17c\ubb38\ub4e4\uc744 \ubcf4\uba74\uc11c \ub0b4 \uc5f0\uad6c\uc5d0 \uc801\uc6a9\ud560 \uc218 \uc788\uc744 \ub9cc\ud55c \uc720\uc6a9\ud55c \uc5f0\uad6c\ub97c \ucc3e\uc544\ubcf4\ub294 \uc88b\uc740 \uacbd\ud5d8\uc744 \ud560 \uc218 \uc788\uc5c8\ub2e4. \ud2b9\ud788, \ud55c\uad6d\uc5d0\uc11c \ucc38\uc5ec\ud55c \uc5ec\ub7ec \ub300\ud559\uc758 \uc0ac\ub78c\ub4e4\uacfc \uad50\ub958\ud560 \uc218 \uc788\ub294 \uae30\ud68c\uac00 \ub9ce\uc558\ub294\ub370, \uc911\uc559\ub300\ud559\uad50 AI \ub300\ud559\uc6d0\uc758 \ud55c \uc5f0\uad6c\uc6d0\uc758 \ub17c\ubb38\uc774 \uc778\uc0c1\uae4a\uc5c8\ub2e4. \ud574\ub2f9 \ub17c\ubb38\uc740 \uc758\ub8cc \uc774\ubbf8\uc9d5\uc5d0\uc11c\uc758 \uc801\uc740 \uc591\uc758 \ub370\uc774\ud130 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574, few-shot learning \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud558\uc5ec \ucd5c\uc801\uc758 \uc758\ubbf8 \ubd84\ud560 \ub124\ud2b8\uc6cc\ud06c\ub97c \uc81c\uc548\ud558\uc600\uace0, \uc81c\uc548\ud55c \ubc29\ubc95\uc740 gradient descent \uc54c\uace0\ub9ac\uc998\uacfc optimizer parameter decomposition \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc801\uc740 \uc591\uc758 \ub370\uc774\ud130\ub85c \ube60\ub974\uac8c \uc218\ub834\ud558\ub294 \uacb0\uacfc\ub97c \ubcf4\uc600\ub2e4. \ud2b9\ud788, \uc758\ub8cc \uc0b0\uc5c5\uc5d0\uc11c \uc5f0\uad6c \ub370\uc774\ud130\uac00 \uc911\uc694\ud558\ub2e4\ub294 \uac83\uc744 \uac15\uc870\ud558\uba70, deep-learning \uae30\ubc18\uc758 \uc758\ub8cc \uc774\ubbf8\uc9d5\uc5d0\uc11c \uc801\uc740 \uc591\uc758 \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\ub294 \ud559\uc2b5 \ubc29\ubc95\uc744 \uc5f0\uad6c\ud558\ub294 \uac83\uc774 \uc911\uc694\ud558\ub2e4\ub294 \uacb0\ub860\uc744 \ub0b4\ub838\ub2e4. \uc774\ub7ec\ud55c \uc720\uc0ac\ud55c \ubd84\uc57c\uc5d0\uc11c\uc758 \uc5f0\uad6c \ubc29\ubc95\uc744 \ub0b4 \uc5f0\uad6c \ubd84\uc57c\uc5d0\uc11c \uc5b4\ub5bb\uac8c \ud558\uba74 \uc798 \ud65c\uc6a9\ud560 \uc218 \uc788\uc744\uc9c0 \uace0\ubbfc\ud574 \ubcfc \uc218 \uc788\ub294 \uc88b\uc740 \uae30\ud68c\uc600\ub2e4.<\/p>\n
<\/p>\n
[\ubc1c\ud45c \ud6c4\uae30]
\n\ud3ec\uc2a4\ud130 \uc138\uc158\uc5d0\uc11c \ubc1c\ud45c\ud55c \ub17c\ubb38\uc758 \uc81c\ubaa9\uc740 \u201cInvHDR : Inverse Tone Mapping With Invertible Neural Network\u201d\uc73c\ub85c, single-image based HDR imaging\uc744 invertible\ud55c network\uc73c\ub85c \uc0dd\uc131\ud568\uc73c\ub85c\uc368, parameter\uc758 \ucd5c\uc801\ud654\uac00 \uac00\ub2a5\ud568\uc744 \ubcf4\uc5ec\uc8fc\ub294 \ub17c\ubb38\uc774\ub2e4. \uae30\uc874\uc758 single image based HDR imaging \ub17c\ubb38\uc740 CNN \uad6c\uc870\ub97c \uae30\ubc18\uc73c\ub85c \ud558\uc5ec \uc0c1\ub300\uc801\uc778 exposure value\uac00 \ub2e4\ub978 image stack\uc744 deep neural network\ub85c \uc0dd\uc131\ud558\uc5ec Debevec\uacfc \uac19\uc740 \uc54c\uace0\ub9ac\uc998\uc73c\ub85c \ubcd1\ud569\ud558\ub294 \ubc29\uc2dd\uc73c\ub85c \uc9c4\ud589\ub418\uc5c8\ub2e4. \ub098\ub294 \uc774\ub7ec\ud55c \ubc29\ubc95\uc5d0\uc11c Deep neural network\ub97c invertible\ud55c neural network\uc73c\ub85c \ubcc0\uacbd\ud558\uc5ec parameter\ub97c Forward pass\uc640 Backward pass\uc5d0\uc11c \uacf5\ud1b5\uc801\uc73c\ub85c \uc0ac\uc6a9\ud568\uc73c\ub85c\uc368 parameter\ub97c \uc904\uc77c \uc218 \uc788\uc74c\uc744 \ubcf4\uc600\ub2e4. \uc774 \ubc1c\ud45c\ub97c \uc900\ube44\ud558\uba74\uc11c \ud559\ud68c\uc7a5\uc5d0\uc11c \ud3ec\uc2a4\ud130 \ud55c \uc7a5\uc5d0 \uc5b4\ub5bb\uac8c \ud558\uba74 \uac00\uc7a5 \ud6a8\uc728\uc801\uc73c\ub85c \ub0b4 \uc5f0\uad6c\uc5d0\uc11c \ud544\uc694\ud55c \ubd80\ubd84\uc744 \ubcf4\uc5ec\uc904 \uc218 \uc788\uc744\uc9c0 \uace0\ubbfc\ud558\uc600\uace0, \uc774\ub7ec\ud55c \uace0\ubbfc\uc744 \ud1b5\ud574 \uc2e4\uc81c \ud559\ud68c\uc7a5\uc5d0\uc11c \uc5ec\ub7ec \uc9c8\ubb38\ub4e4\uc5d0 \ub300\ud574\uc11c \ucc38\uace0\ud560 \uc218 \uc788\uc744\ub9cc\ud55c \uc218\uce58\ub098 \uc0ac\uc9c4\ub4e4\uacfc \ud568\uaed8 \ucda9\ubd84\ud55c \ub2f5\ubcc0\uc744 \ub4dc\ub9b4 \uc218 \uc788\uc5c8\ub2e4. \uad6d\uc81c \ud559\ud68c\uc778 \ub9cc\ud07c \ubaa8\ub4e0 \uc9c8\ubb38\uacfc \ub2f5\ubcc0\uc744 \uc601\uc5b4\ub85c \uc900\ube44\ud574\uc57c \ud588\uae30 \ub54c\ubb38\uc5d0 \uc774\ub7ec\ud55c \ubd80\ubd84\ub4e4\uc744 \uc801\uc808\ud558\uac8c \uace0\ub824\ud558\ub294 \uac83\ub3c4 \ub9e4\uc6b0 \uc911\uc694\ud558\ub2e4\uace0 \ub290\uaef4\uc84c\ub2e4.
\n[\uc9c8\ubb38] \ud574\ub2f9 \uc5f0\uad6c\ub97c \ubc1c\uc804\uc2dc\ucf1c \ub354 \uc9c4\ud589\ud560 \uacc4\ud68d\uc774 \uc788\ub294\uc9c0?
\n\ub2f5\ubcc0) \ud574\ub2f9 \uc5f0\uad6c\ub294 HDR imaging \ubd84\uc57c\uc5d0\uc11c saturated\ub41c region\uc758 detail\uc744 \uc0dd\uc131\ud568\uc5d0 \uc788\uc5b4 \uae30\uc874 \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uacfc \ub2e4\ub974\uac8c invertible\ud55c neural network\ub97c \uc0ac\uc6a9\ud558\uc5ec\ub3c4 \ucda9\ubd84\ud788 \uad6c\ud604\uc774 \uac00\ub2a5\ud568\uc744 \ubcf4\uc5ec\uc8fc\uc9c0\ub9cc, Invertible\ud55c neural network\uc758 \ud55c\uacc4\ub85c \uc778\ud574 \ucd94\uac00\uc801\uc778 \uc131\ub2a5 \ud5a5\uc0c1\uc740 \ubaa8\ub378 \uc544\ud0a4\ud14d\uccd0\uc801\uc778 \uace0\ub824\uac00 \ud544\uc694\ud568. \ucd94\uac00\uc801\uc778 \uc5f0\uad6c\ub97c \uc9c4\ud589\ud55c\ub2e4\uba74 Invertible neural network\uac00 \uc544\ub2cc diffusion model \uae30\ubc18\uc758 \ubc29\ubc95\uc744 \uace0\ub824\ud560 \uc608\uc815\uc784.<\/p>\n","protected":false},"excerpt":{"rendered":"
[\ud559\ud68c \ud6c4\uae30] 2023\ub144 2\uc6d4 5\uc77c\ubd80\ud130 8\uc77c\uae4c\uc9c0 \uc2f1\uac00\ud3ec\ub974 Shangri-La \ud638\ud154\uc5d0\uc11c \uc9c4\ud589\ub41c ICEIC 2023\uc758 poster \uc138\uc158\uc5d0 \ucc38\uc5ec\ud558\uc600\ub2e4. ICEIC\ub294 \uc5ec\ub7ec \uad6d\uc801\uc758 \ud559\uad50\uc5d0\uc11c \ub17c\ubb38\uc744 \ud22c\uace0\ud558\uc600\uace0, \ud2b9\ud788 \uc88b\uc740 \uc5f0\uad6c\ub97c \ub9ce\uc774 \uc9c4\ud589\ud558\ub294 \uac83\uc73c\ub85c \uc54c\ub824\uc838 \uc788\ub294 \uc2f1\uac00\ud3ec\ub974\uc5d0 \uc788\ub294 \ub09c\uc591 \uacf5\uacfc\ub300\ud559\uad50\uc5d0\uc11c\ub3c4 \ub9ce\uc740 \ucc38\uc5ec\uac00 \uc788\uc5c8\ub2e4. Electronics, Information, Communication\uc5d0 \uac78\uccd0 \ub113\uc740 \ubd84\uc57c\uc5d0\uc11c \ub17c\ubb38\uc744 \uc81c\ucd9c\ud55c \ub9cc\ud07c, \ub0b4\uac00 \uc8fc\ub85c \uc5f0\uad6c\ud558\uace0 \uc788\ub294 \ubd84\uc57c\uac00 \uc544\ub2cc \ub2e4\ub978 \ubd84\uc57c\uc758 \ub17c\ubb38\ub4e4\uc744 \ubcf4\uba74\uc11c… \ub354 \ubcf4\uae30 »2023\ub144 International Conference on Electronics, Information, and Communication(ICEIC) \u2013 \uae40\uc900\uaddc<\/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":[6,27],"tags":[],"class_list":["post-2479","post","type-post","status-publish","format-standard","hentry","category-board","category-conference"],"_links":{"self":[{"href":"https:\/\/vds.sogang.ac.kr\/index.php?rest_route=\/wp\/v2\/posts\/2479","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=2479"}],"version-history":[{"count":1,"href":"https:\/\/vds.sogang.ac.kr\/index.php?rest_route=\/wp\/v2\/posts\/2479\/revisions"}],"predecessor-version":[{"id":2480,"href":"https:\/\/vds.sogang.ac.kr\/index.php?rest_route=\/wp\/v2\/posts\/2479\/revisions\/2480"}],"wp:attachment":[{"href":"https:\/\/vds.sogang.ac.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2479"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vds.sogang.ac.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2479"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vds.sogang.ac.kr\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2479"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}