{"id":119,"date":"2022-11-14T17:42:20","date_gmt":"2022-11-14T17:42:20","guid":{"rendered":"https:\/\/wp.lancs.ac.uk\/colab\/?p=119"},"modified":"2022-11-14T17:42:20","modified_gmt":"2022-11-14T17:42:20","slug":"semantic-segmentation-under-adverse-conditions","status":"publish","type":"post","link":"https:\/\/wp.lancs.ac.uk\/colab\/2022\/11\/14\/semantic-segmentation-under-adverse-conditions\/","title":{"rendered":"Semantic Segmentation under Adverse Conditions"},"content":{"rendered":"<p>We will soon present at BMVC 2022 our work &#8220;Semantic Segmentation under Adverse Conditions: A Weather and Nighttime-aware Synthetic Data-based Approach&#8221;. This work presents a novel algorithm for harnessing synthetic data in order to improve semantic segmentation in real images. <\/p>\n<p>Our work is freely available <a href=\"https:\/\/www.research.lancs.ac.uk\/portal\/services\/downloadRegister\/363573717\/Semantic_Segmentation_under_Adverse_Conditions_A_Weather_and_Nighttime_aware_Synthetic_Data_based_Approach_Authors_Version.pdf\">here<\/a>. Our source code, simulator, and new dataset can also be obtained freely at <a href=\"https:\/\/github.com\/lsmcolab\/Semantic-Segmentation-under-Adverse-Conditions\">https:\/\/github.com\/lsmcolab\/Semantic-Segmentation-under-Adverse-Conditions<\/a>.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/wp.lancs.ac.uk\/colab\/files\/2022\/11\/BMVC2022-1024x471.png\" alt=\"\" width=\"676\" height=\"311\" class=\"aligncenter size-large wp-image-120\" srcset=\"https:\/\/wp.lancs.ac.uk\/colab\/files\/2022\/11\/BMVC2022-1024x471.png 1024w, https:\/\/wp.lancs.ac.uk\/colab\/files\/2022\/11\/BMVC2022-300x138.png 300w, https:\/\/wp.lancs.ac.uk\/colab\/files\/2022\/11\/BMVC2022-768x354.png 768w, https:\/\/wp.lancs.ac.uk\/colab\/files\/2022\/11\/BMVC2022-676x311.png 676w, https:\/\/wp.lancs.ac.uk\/colab\/files\/2022\/11\/BMVC2022.png 1388w\" sizes=\"auto, (max-width: 676px) 100vw, 676px\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>We will soon present at BMVC 2022 our work &#8220;Semantic Segmentation under Adverse Conditions: A Weather and Nighttime-aware Synthetic Data-based Approach&#8221;. This work presents a novel algorithm for harnessing synthetic data in order to improve semantic segmentation in real images. Our work is freely available here. Our source code, simulator, and new dataset can also [&hellip;]<\/p>\n","protected":false},"author":1432,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[3],"tags":[],"class_list":["post-119","post","type-post","status-publish","format-standard","hentry","category-news"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/wp.lancs.ac.uk\/colab\/wp-json\/wp\/v2\/posts\/119","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wp.lancs.ac.uk\/colab\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wp.lancs.ac.uk\/colab\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wp.lancs.ac.uk\/colab\/wp-json\/wp\/v2\/users\/1432"}],"replies":[{"embeddable":true,"href":"https:\/\/wp.lancs.ac.uk\/colab\/wp-json\/wp\/v2\/comments?post=119"}],"version-history":[{"count":2,"href":"https:\/\/wp.lancs.ac.uk\/colab\/wp-json\/wp\/v2\/posts\/119\/revisions"}],"predecessor-version":[{"id":122,"href":"https:\/\/wp.lancs.ac.uk\/colab\/wp-json\/wp\/v2\/posts\/119\/revisions\/122"}],"wp:attachment":[{"href":"https:\/\/wp.lancs.ac.uk\/colab\/wp-json\/wp\/v2\/media?parent=119"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wp.lancs.ac.uk\/colab\/wp-json\/wp\/v2\/categories?post=119"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wp.lancs.ac.uk\/colab\/wp-json\/wp\/v2\/tags?post=119"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}