{"id":47,"date":"2021-03-18T00:30:07","date_gmt":"2021-03-17T15:30:07","guid":{"rendered":"http:\/\/grlab.cau.ac.kr\/?page_id=47"},"modified":"2026-04-06T10:52:56","modified_gmt":"2026-04-06T01:52:56","slug":"home","status":"publish","type":"page","link":"https:\/\/grlab.cau.ac.kr\/","title":{"rendered":"News"},"content":{"rendered":"\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t
<\/div>\n\t\t\t\t\t\t
\n\t\t\t\n\t\n\t\n\t\n<\/svg>\t\t<\/div>\n\t\t\t\t\t
\n\t\t\t\t\t
\n\t\t\t
\n\t\t\t\t\t\t\t\t
\n\t\t\t\t
\n\t\t\t
Welcome to Graphics Realization Lab \"\ud83d\ude0a\"<\/span><\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
\n\t\t\t\t\t\t
\n\t\t\t\t\t
\n\t\t\t
\n\t\t\t\t\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t
\n\t\t\t\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
\n\t\t\t\t\t\t
\n\t\t\t\t\t
\n\t\t\t
\n\t\t\t\t\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t
\n

Research Interests<\/b><\/span><\/p>\n<\/blockquote>\n

    \n
  • Generative AI and Convergence<\/li>\n
  • Object and Behavior Detection<\/li>\n
  • XR Immersive Media Applications<\/li>\n
  • Digital Twin for Synthetic Data Generation<\/li>\n
  • Computer Graphics and Computer Vision <\/li>\n<\/ul><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
    \n\t\t\t
    \n\t\t\t\t\t\t\t\t
    \n\t\t\t\t
    \n\t\t\t\t\t
    We are always looking for researchers who share the following values:<\/b><\/span><\/blockquote>\n
      \n \t
    • A strong desire and determination to solve problems and explore solutions<\/li>\n
    • Diligence and sustainability<\/li>\n \t
    • The joy of intellectual discovery through problem-solving<\/li>\n \t
    • Fundamental respect and courtesy<\/li>\n \t
    • Feel free to apply at any time. We wish you happiness and fulfillment in your journey.<\/li>\n<\/ul><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
      \n\t\t\t\t\t\t
      \n\t\t\t\t\t
      \n\t\t\t
      \n\t\t\t\t\t\t\t\t
      \n\t\t\t\t
      \n\t\t\t
      \"\"<\/figure>

      26. Accepted in AEI<\/h4>

      M. Ayaz, S.U. Amin, S. Khan, Y. Jung, W. Shin, M.Y. Lee, and S. Seo, BoXFire: Geometry-Aware Box-Supervised Fusion for Accurate Fire and Smoke Segmentation, Advanced Engineering Informatics, Vol.73(A), Article.104671 (SCIE, , IF 9.9, Top 3.4%)<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

      \n\t\t\t
      \n\t\t\t\t\t\t\t\t
      \n\t\t\t\t
      \n\t\t\t
      \"\"<\/figure>

      26` Pattern Recognition,<\/h4>

      S.U. Amin, Z. A Haider, M. Fayaz, F. M. Khan, H. Moon, and S. Seo, A Comprehensive Approach for Image Quality Assessment Using Quality-Centric Embedding and Ranking Networks, Pattern Recognition, Vol.173(112890)(SCIE, IF7.6, Top 8.7%)<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

      \n\t\t\t
      \n\t\t\t\t\t\t\t\t
      \n\t\t\t\t
      \n\t\t\t
      \"\"<\/figure>

      25' The Visual Computer<\/h4>

      B. Kim, Y. Nam, and S. Seo, VideoTimeTravel: High-Fidelity Face Re-Aging Diffusion Models for Production Video, The Visual Computer, Vol.42, No. 49 (SCIE, IF 2.9, Top 37.6%)<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

      \n\t\t\t
      \n\t\t\t\t\t\t\t\t
      \n\t\t\t\t
      \n\t\t\t
      \"\"<\/figure>

      25` Paper Accepted in EAAI<\/h4>

      S. U. Amin, Y. Jung, B. Kim, and S. Seo, Enhancing Pine Wilt Disease Detection with Synthetic Data and External Attention-Based Transformers, EAAI, Vol.159, Part B, Article No. 111655(SCIE, IF8.0, Top 5.0%)<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

      \n\t\t\t\t\t
      \n\t\t\t\n\t\n\t\n\t\n<\/svg>\t\t<\/div>\n\t\t\t\t\t
      \n\t\t\t\t\t
      \n\t\t\t
      \n\t\t\t\t\t\t\t\t
      \n\t\t\t\t
      \n\t\t\t
      \"\"<\/figure>

      24` CMES <\/h4>

      B. Kim, W. Shin, Y. Jung, Y. Park and S. Seo, Explicitly Color-Inspired Neural Style Transfer Using Patchified AdaIN, CMES-Computer Modeling in Engineering & Sciences<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

      \n\t\t\t
      \n\t\t\t\t\t\t\t\t
      \n\t\t\t\t
      \n\t\t\t
      \"\"<\/figure>

      24` CVPR 2024 Workshop on AI4CC<\/h4>

      Bumsoo Kim, Abdul Muqeet, Kyuchul Lee, Sanghyun Seo, ToonAging: Face Re-Aging upon Artistic Portrait Style Transfer, CVPR 2024 Workshop on AI4CC\u200b<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

      \n\t\t\t
      \n\t\t\t\t\t\t\t\t
      \n\t\t\t\t
      \n\t\t\t
      \"\"<\/figure>

      24` Computers and Electronics in Agriculture<\/h4>

      Yonghoon Jung, Sanghyun Byun, Bumsoo Kim, Sareer Ul Amin and Sanghyun Seo, Harnessing Synthetic Data for Enhanced Detection of Pine Wilt Disease: A Image Classification Approach, Computers and Electronics in Agriculture (IF8.3, Top 0.9%)\u200b<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

      \n\t\t\t
      \n\t\t\t\t\t\t\t\t
      \n\t\t\t\t
      \n\t\t\t
      \"\"<\/figure>

      23` NeurIPS 2023 Workshop on ML4CD<\/h4>

      Bumsoo Kim, Sanghyun Byun, Yonghoon Jung, Weonseop Shin, Sareer UI Amin, Sanghyun Seo, Minecraft-ify: Minecraft Style Image Generation with Text-guided Image Editing for In-Game Application, NeurIPS 2023 Workshop on ML4CD (Spotlight)\u200b<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

      \n\t\t\t\t\t\t
      \n\t\t\t\t\t
      \n\t\t\t
      \n\t\t\t\t\t\t\t\t
      \n\t\t\t\t
      \n\t\t\t
      \"\"<\/figure>

      24' IEEE-ACCESS<\/h4>

      S. U. Amin, M. S. Abbas, B. KIM, Y. Jung, and S. Seo, Enhanced Anomaly Detection in Pandemic Surveillance Videos: An Attention Approach with EfficientNet-B0 and CBAM Integration, IEEE Access, Vol.12, pp.162697\u2013162712 (SCIE, IF 3.4, Top 38.0%, 2169-3536, 10.1109\/ACCESS.2024.3488797)<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

      \n\t\t\t
      \n\t\t\t\t\t\t\t\t
      \n\t\t\t\t
      \n\t\t\t
      \"\"<\/figure>

      25` Paper Accepted in WACV<\/h4>

      Bumsoo Kim, Wonseop Shin, Kyuchul Lee, Yonghoon Jung, Sanghyun Seo, Make VLM Recognize Visual Hallucination on Cartoon Character Image with Pose Information WACV`25 (Presented)<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

      \n\t\t\t
      \n\t\t\t\t\t\t\t\t
      \n\t\t\t\t
      \n\t\t\t
      \"\"<\/figure>

      24` Paper Accepted in AIS\u200b<\/h4>

      S. U. Amin, B. Kim, Y. Jung, S. Seo and S. Park, Video Anomaly Detection Utilizing Efficient Spatiotemporal Feature Fusion with 3D Convolutions and Long Short-Term Memory Modules, Advanced Intelligent Systemss (IF7.3, Top 13.1%)\u200b<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

      \n\t\t\t
      \n\t\t\t\t\t\t\t\t
      \n\t\t\t\t
      \n\t\t\t
      \"\"<\/figure>

      24` Paper Accepted in TIIS\u200b<\/h4>

      W. shin, J. Yoo, B. Kim, Y. Jung, S. Muhammad, Y. Parrk and S. Seo, Generating 3D Digital Twins of Real Indoor Spaces based on Real-World Point Cloud Data KSII Transactions on Internet and Information Systems & Sciences\u200b<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

      Welcome to Graphics Realization Lab Research Interests Generative AI and Convergence Object and Behavior Detection XR Immersive Media Applications Digital Twin for Synthetic Data Generation…<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-47","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/grlab.cau.ac.kr\/index.php?rest_route=\/wp\/v2\/pages\/47","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/grlab.cau.ac.kr\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/grlab.cau.ac.kr\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/grlab.cau.ac.kr\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/grlab.cau.ac.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=47"}],"version-history":[{"count":344,"href":"https:\/\/grlab.cau.ac.kr\/index.php?rest_route=\/wp\/v2\/pages\/47\/revisions"}],"predecessor-version":[{"id":2775,"href":"https:\/\/grlab.cau.ac.kr\/index.php?rest_route=\/wp\/v2\/pages\/47\/revisions\/2775"}],"wp:attachment":[{"href":"https:\/\/grlab.cau.ac.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=47"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}