{"id":3252,"date":"2025-08-04T12:42:22","date_gmt":"2025-08-04T12:42:22","guid":{"rendered":"http:\/\/www.labren.org\/mm\/?p=3252"},"modified":"2025-08-05T12:57:56","modified_gmt":"2025-08-05T12:57:56","slug":"%f0%9f%8e%89-check-out-our-miccai2024-accepted-paper-endouic-promptable-diffusion-transformer-for-unified-illumination-correction-in-capsule-endoscopy","status":"publish","type":"post","link":"http:\/\/www.labren.org\/mm\/news\/%f0%9f%8e%89-check-out-our-miccai2024-accepted-paper-endouic-promptable-diffusion-transformer-for-unified-illumination-correction-in-capsule-endoscopy\/","title":{"rendered":"\ud83c\udf89 Check out our #MICCAI2024 accepted paper “EndoUIC: Promptable Diffusion Transformer for Unified Illumination Correction in Capsule Endoscopy”."},"content":{"rendered":"\n

In this work, through incorporating a set of learnable parameters to prompt the learning targets, the diffusion model can effectively address the unified illumination correction challenge in capsule endoscopy. We also propose a new capsule endoscopy dataset including underexposed and overexposed images, as well as the ground truth.<\/p>\n\n\n\n

Thanks to all of our collaborators from multiple institutions: Long Bai<\/a>, Qiaozhi Tan, Zhicheng He, Sishen YUAN<\/a>, Prof. Hongliang Ren<\/a> from CUHK & SZRI, Tong Chen<\/a> from USYD, Wan Jun Nah from Universiti Malaya, Yanheng Li<\/a> from CityU HK, Prof. Zhen CHEN<\/a>, Prof. Jinlin Wu, Prof. Hongbin Liu<\/a> from CAIR HK, Dr. Mobarakol Islam<\/a> from WEISS, UCL, and Dr. Zhen Li from Qilu Hospital of SDU.<\/p>\n\n\n\n

Paper: https:\/\/lnkd.in\/gJaqikqj<\/p>\n\n\n\n

Code & Dataset: https:\/\/lnkd.in\/ghYauAGM<\/p>\n\n\n\n

\"No<\/figure>\n\n\n\n
\"No<\/figure>\n","protected":false},"excerpt":{"rendered":"

In this work, through incorporating a set of learnable parameters to prompt the learning targets, the diffusion model can effectively address the unified illumination correction challenge in capsule endoscopy. We also propose a new capsule endoscopy dataset including underexposed and overexposed images, as well as the ground truth. Thanks to\u2026 Continue reading<\/a><\/p>\n","protected":false},"author":17,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"ngg_post_thumbnail":0,"footnotes":""},"categories":[4],"tags":[136,138,126,129,130,132,133,131,134,139,118,127,137,135],"class_list":["post-3252","post","type-post","status-publish","format-standard","hentry","category-news","tag-cair","tag-cityu","tag-cuhk","tag-ddpm","tag-diffusion","tag-endoscopy","tag-exposurecorrection","tag-llie","tag-miccai2024","tag-sdu","tag-surgicalai","tag-ucl","tag-um","tag-usyd"],"_links":{"self":[{"href":"http:\/\/www.labren.org\/mm\/wp-json\/wp\/v2\/posts\/3252","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.labren.org\/mm\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.labren.org\/mm\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.labren.org\/mm\/wp-json\/wp\/v2\/users\/17"}],"replies":[{"embeddable":true,"href":"http:\/\/www.labren.org\/mm\/wp-json\/wp\/v2\/comments?post=3252"}],"version-history":[{"count":1,"href":"http:\/\/www.labren.org\/mm\/wp-json\/wp\/v2\/posts\/3252\/revisions"}],"predecessor-version":[{"id":3253,"href":"http:\/\/www.labren.org\/mm\/wp-json\/wp\/v2\/posts\/3252\/revisions\/3253"}],"wp:attachment":[{"href":"http:\/\/www.labren.org\/mm\/wp-json\/wp\/v2\/media?parent=3252"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.labren.org\/mm\/wp-json\/wp\/v2\/categories?post=3252"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.labren.org\/mm\/wp-json\/wp\/v2\/tags?post=3252"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}