{"id":96,"date":"2018-01-17T18:09:08","date_gmt":"2018-01-17T09:09:08","guid":{"rendered":"https:\/\/kaumediaprocessing.wordpress.com\/?page_id=96"},"modified":"2023-07-18T05:16:46","modified_gmt":"2023-07-18T05:16:46","slug":"video-codec-deep-learning","status":"publish","type":"page","link":"http:\/\/multimedia.kau.ac.kr\/?page_id=96","title":{"rendered":"AI-based Approach for Video Compression"},"content":{"rendered":"<p><span style=\"color: #3d85c6; font-size: large;\"><b>Reinforcement learning-based Inactive region filling for Immersive Video<\/b><\/span><a>&nbsp;<\/a><\/p>\n<p><img decoding=\"async\" class=\"alignnone wp-image-579\" src=\"http:\/\/multimedia.kau.ac.kr\/wp-content\/uploads\/2023\/07\/RL.jpg\" alt=\"\" width=\"600\"><\/p>\n<p><span style=\"color: #000000; font-size: 12px;\">[D. Kim, K. Uddin, B. T. Oh, \u201cInactive region filling method for efficient compression using reinforcement learning,\u201d IEEE Access, Jul. 2023.]<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #3d85c6; font-size: large;\"><b>Deep Network for In-loop filtering<\/b><\/span><a>&nbsp;<\/a><\/p>\n<p><img decoding=\"async\" class=\"alignnone wp-image-579\" src=\"http:\/\/multimedia.kau.ac.kr\/wp-content\/uploads\/2023\/07\/DeepSAO.jpg\" alt=\"\" width=\"600\"><\/p>\n<p><span style=\"color: #000000; font-size: 12px;\">[S. Y. Lee, Y. Yang, D. Kim, S. Cho, B. T. Oh, &#8220;Offset-based in-loop filtering with a deep network in HEVC,&#8221; IEEE Access, Dec. 2020.]<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Reinforcement learning-based Inactive region filling for Immersive Video&nbsp; [D. Kim, K. Uddin, B. T. Oh, \u201cInactive region filling method for efficient compression using reinforcement learning,\u201d IEEE Access, Jul. 2023.] &nbsp; Deep Network for In-loop filtering&nbsp; [S. Y. Lee, Y. Yang, D. Kim, S. Cho, B. T. Oh, &#8220;Offset-based in-loop filtering with a deep network in &hellip; <a href=\"http:\/\/multimedia.kau.ac.kr\/?page_id=96\" class=\"more-link\">Continue reading <span class=\"screen-reader-text\">AI-based Approach for Video Compression<\/span> <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"parent":16,"menu_order":5,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-96","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"http:\/\/multimedia.kau.ac.kr\/index.php?rest_route=\/wp\/v2\/pages\/96","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/multimedia.kau.ac.kr\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/multimedia.kau.ac.kr\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/multimedia.kau.ac.kr\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"http:\/\/multimedia.kau.ac.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=96"}],"version-history":[{"count":44,"href":"http:\/\/multimedia.kau.ac.kr\/index.php?rest_route=\/wp\/v2\/pages\/96\/revisions"}],"predecessor-version":[{"id":964,"href":"http:\/\/multimedia.kau.ac.kr\/index.php?rest_route=\/wp\/v2\/pages\/96\/revisions\/964"}],"up":[{"embeddable":true,"href":"http:\/\/multimedia.kau.ac.kr\/index.php?rest_route=\/wp\/v2\/pages\/16"}],"wp:attachment":[{"href":"http:\/\/multimedia.kau.ac.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=96"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}