{"id":9555,"date":"2026-05-29T12:52:21","date_gmt":"2026-05-29T10:52:21","guid":{"rendered":"https:\/\/www.ftf.or.at\/?p=9555"},"modified":"2026-05-29T12:52:21","modified_gmt":"2026-05-29T10:52:21","slug":"neural-network-based-video-coding-opportunities-challenges","status":"publish","type":"post","link":"https:\/\/www.ftf.or.at\/?p=9555","title":{"rendered":"Neural Network based Video Coding: Opportunities &#038; Challenges"},"content":{"rendered":"<p><strong>Friday, June 12, 2026 | 10:00 a.m. | Room: V1.03 | University of Klagenfurt<\/strong><\/p>\n<p><strong>Prof. Hui Yong Kim | <\/strong><strong>Dept. of Computer Science and Engineering <\/strong><strong>and Dept. of Artificial Intelligence | <\/strong><strong>Kyung Hee University<\/strong><\/p>\n<p><strong>Abstract:<\/strong> Up to now, video coding standards have been developed as a combinatory set of a large number of coding tools. Each tool was primarily based on signal-processing algorithms or experimental optimizations. Recently, a new paradigm called Learned Video Coding (LVC), a.k.a. Neural Network-based Video Coding (NNVC), has emerged. By exploiting the end-to-end training with a large number of video datasets, some representative models already outperform the latest video coding standard, VVC (Versatile Video Coding). In this talk, the LVC technology will be briefly outlined and then the opportunities and remaining challenges will be discussed.<\/p>\n<p><strong><a href=\"https:\/\/www.ftf.or.at\/wp-content\/uploads\/2026\/05\/Foto_Hui-Yong.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-9556 alignleft\" src=\"https:\/\/www.ftf.or.at\/wp-content\/uploads\/2026\/05\/Foto_Hui-Yong.jpg\" alt=\"\" width=\"192\" height=\"256\" \/><\/a>Bio:<\/strong> Hui Yong Kim is a Professor in the School of Computing (Dept. of Computer Science and Engineering and Dept. of Artificial Intelligence) in Kyung Hee University, Yongin, Korea since Mar. 2020. He was also an Associate Professor in the Dept. of Electronics Engineering in Sookmyung Women\u2019s University, Seoul, Korea. Prior to joining universities, he served as the Managing Director of Realistic Audio &amp; Video Research Group of Electronics and Telecommunications Research Institute (ETRI), Daejeon, Korea from 2005 to 2019. From 2003 to 2005, he worked for AddPac Technology Co. Ltd. as the Multimedia Research Team Leader.<\/p>\n<p>He received his BS, MS, and Ph.D degrees from Korea Advanced Institute of Science and Technology (KAIST) in 1994, 1998, and 2004, respectively. He was also an affiliate professor in University of Science and Technology (UST) and was a visiting scholar in the Media Communications Lab. at University of Southern California (USC), USA. He has published more than 70 papers on international journals and conferences, and holds more than 500 registered patents over the world. He has been an active technology contributor, editor, and ad-hoc group chair in developing several international standards including MPEG Multimedia Application Format (MAF), ITU-T\/ISO\/IEC JCT-VC High Efficiency Video Coding (HEVC) and JVET Versatile Video Coding (VVC). His current research focus is neural-network based visual data compression, including learned video compression, digital hologram compression and deep feature compression for machine vision.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Friday, June 12, 2026 | 10:00 a.m. | Room: V1.03 | University of Klagenfurt Prof. Hui Yong Kim | Dept. of Computer Science and Engineering and Dept. of Artificial Intelligence | Kyung Hee University Abstract: Up to now, video coding &hellip; <a href=\"https:\/\/www.ftf.or.at\/?p=9555\">Continue reading <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":32,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"sfsi_plus_gutenberg_text_before_share":"","sfsi_plus_gutenberg_show_text_before_share":"","sfsi_plus_gutenberg_icon_type":"","sfsi_plus_gutenberg_icon_alignemt":"","sfsi_plus_gutenburg_max_per_row":"","footnotes":""},"categories":[1],"tags":[],"class_list":["post-9555","post","type-post","status-publish","format-standard","hentry","category-tewi-kolloquium"],"_links":{"self":[{"href":"https:\/\/www.ftf.or.at\/index.php?rest_route=\/wp\/v2\/posts\/9555","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ftf.or.at\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ftf.or.at\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ftf.or.at\/index.php?rest_route=\/wp\/v2\/users\/32"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ftf.or.at\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=9555"}],"version-history":[{"count":1,"href":"https:\/\/www.ftf.or.at\/index.php?rest_route=\/wp\/v2\/posts\/9555\/revisions"}],"predecessor-version":[{"id":9557,"href":"https:\/\/www.ftf.or.at\/index.php?rest_route=\/wp\/v2\/posts\/9555\/revisions\/9557"}],"wp:attachment":[{"href":"https:\/\/www.ftf.or.at\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=9555"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ftf.or.at\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=9555"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ftf.or.at\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=9555"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}